Udacity - AI Programming with Python Nanodegree [Course Drive]

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Udacity - AI Programming with Python Nanodegree [Course Drive] (Size: 1.96 GB)
  Course Downloaded from coursedrive.net.txt 428 B
  Udacity - AI Programming with Python Nanodegree nd089 v1.0.0
  Course Downloaded from coursedrive.net.txt 428 B
  Part 01-Module 01-Lesson 01_Welcome to AI Programming with Python
  01. AIPND Intro FINAL-CeXA-uzNFp4.mp4 9.61 MB
  01. Welcome to the AI Programming with Python Nanodegree Program.html 5.53 KB
  02. AIPND Instructors FINAL V5-h0_y3eb_3m4.en.vtt 3.17 KB
  02. AIPND Instructors FINAL V5-h0_y3eb_3m4.mp4 7.96 MB
  02. AIPND Instructors FINAL V5-h0_y3eb_3m4.pt-BR.vtt 3.79 KB
  02. AIPND Instructors FINAL V5-h0_y3eb_3m4.zh-CN.vtt 2.78 KB
  02. Meet Your Instructors.html 5.3 KB
  03. Deadline Policy.html 13.73 KB
  04. Udacity Support.html 9.16 KB
  05. Community Guidelines.html 7.59 KB
  06. Lesson Plan.html 11 KB
  img
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  screen-shot-2018-06-12-at-5.07.10-pm.png 257.46 KB
  index.html 3.96 KB
  Part 02-Module 01-Lesson 01_Why Python Programming
  01. Instructor.html 5.15 KB
  02. L1 01 Intro V3-yyNtiUyI5Tw.ar.vtt 1.02 KB
  02. L1 01 Intro V3-yyNtiUyI5Tw.en.vtt 806 B
  02. L1 01 Intro V3-yyNtiUyI5Tw.mp4 5.21 MB
  02. L1 01 Intro V3-yyNtiUyI5Tw.pt-BR.vtt 1021 B
  02. L1 01 Intro V3-yyNtiUyI5Tw.zh-CN.vtt 745 B
  02. Welcome to the Course!.html 5.82 KB
  03. L1 03 Programming In Python V4-O1cTNYAjeeg.ar.vtt 1.7 KB
  03. L1 03 Programming In Python V4-O1cTNYAjeeg.en.vtt 1.17 KB
  03. L1 03 Programming In Python V4-O1cTNYAjeeg.mp4 4.03 MB
  03. L1 03 Programming In Python V4-O1cTNYAjeeg.pt-BR.vtt 1.39 KB
  03. L1 03 Programming In Python V4-O1cTNYAjeeg.zh-CN.vtt 1.1 KB
  03. Programming in Python.html 5.57 KB
  04. Course Overview.html 6.4 KB
  04. L1 02 Course Overview V4-vFxXSIV5cHM.ar.vtt 3.43 KB
  04. L1 02 Course Overview V4-vFxXSIV5cHM.en.vtt 2.45 KB
  04. L1 02 Course Overview V4-vFxXSIV5cHM.mp4 8.37 MB
  04. L1 02 Course Overview V4-vFxXSIV5cHM.pt-BR.vtt 2.88 KB
  04. L1 02 Course Overview V4-vFxXSIV5cHM.zh-CN.vtt 2.18 KB
  img
  screen-shot-2018-03-19-at-2.30.59-pm.png 507.42 KB
  index.html 3.71 KB
  Part 02-Module 01-Lesson 02_Data Types and Operators
  01. Introduction-4F7SC0C6tfQ.ar.vtt 3 KB
  01. Introduction-4F7SC0C6tfQ.en.vtt 2.35 KB
  01. Introduction-4F7SC0C6tfQ.mp4 13.27 MB
  01. Introduction-4F7SC0C6tfQ.pt-BR.vtt 2.7 KB
  01. Introduction-4F7SC0C6tfQ.zh-CN.vtt 2.12 KB
  01. Introduction.html 9.65 KB
  02. Arithmetic Operators-M8TIOK2P2yw.ar.vtt 4.67 KB
  02. Arithmetic Operators-M8TIOK2P2yw.en.vtt 3.42 KB
  02. Arithmetic Operators-M8TIOK2P2yw.mp4 11.07 MB
  02. Arithmetic Operators-M8TIOK2P2yw.pt-BR.vtt 3.7 KB
  02. Arithmetic Operators-M8TIOK2P2yw.zh-CN.vtt 2.97 KB
  02. Arithmetic Operators.html 10.17 KB
  03. Quiz Arithmetic Operators.html 12.51 KB
  04. Solution Arithmetic Operators.html 9.3 KB
  05. Assignment Operators-p_qfzL-x3Cs.ar.vtt 2.42 KB
  05. Assignment Operators-p_qfzL-x3Cs.en.vtt 1.79 KB
  05. Assignment Operators-p_qfzL-x3Cs.mp4 10.15 MB
  05. Assignment Operators-p_qfzL-x3Cs.pt-BR.vtt 2.08 KB
  05. Assignment Operators-p_qfzL-x3Cs.zh-CN.vtt 1.59 KB
  05. L2 04b Variables II V3-4IJqbP8vi6A.ar.vtt 3.35 KB
  05. L2 04b Variables II V3-4IJqbP8vi6A.en.vtt 2.42 KB
  05. L2 04b Variables II V3-4IJqbP8vi6A.mp4 16.81 MB
  05. L2 04b Variables II V3-4IJqbP8vi6A.pt-BR.vtt 2.82 KB
  05. L2 04b Variables II V3-4IJqbP8vi6A.zh-CN.vtt 2.19 KB
  05. Variables and Assignment Operators.html 14.54 KB
  05. Variables-7pxpUot4x0w.ar.vtt 2.8 KB
  05. Variables-7pxpUot4x0w.en.vtt 2.09 KB
  05. Variables-7pxpUot4x0w.mp4 15.33 MB
  05. Variables-7pxpUot4x0w.pt-BR.vtt 2.45 KB
  05. Variables-7pxpUot4x0w.zh-CN.vtt 1.79 KB
  06. Quiz Variables and Assignment Operators.html 14.06 KB
  07. Solution Variables and Assignment Operators.html 11.03 KB
  08. Integers and Floats.html 12.57 KB
  08. Numeros inteiros e floats-MiJ1vfWp-Ts.ar.vtt 6.62 KB
  08. Numeros inteiros e floats-MiJ1vfWp-Ts.en.vtt 4.83 KB
  08. Numeros inteiros e floats-MiJ1vfWp-Ts.mp4 15.41 MB
  08. Numeros inteiros e floats-MiJ1vfWp-Ts.pt-BR.vtt 5.02 KB
  08. Numeros inteiros e floats-MiJ1vfWp-Ts.zh-CN.vtt 4.26 KB
  08. Whitespace-UxkIwcOczQQ.ar.vtt 3.96 KB
  08. Whitespace-UxkIwcOczQQ.en.vtt 2.99 KB
  08. Whitespace-UxkIwcOczQQ.mp4 20.96 MB
  08. Whitespace-UxkIwcOczQQ.pt-BR.vtt 3.23 KB
  08. Whitespace-UxkIwcOczQQ.zh-CN.vtt 2.63 KB
  09. Quiz Integers and Floats.html 12.14 KB
  10. Boolean Comparison and Logical Operators-iNNsUJIDtVU.ar.vtt 4.05 KB
  10. Boolean Comparison and Logical Operators-iNNsUJIDtVU.en.vtt 2.83 KB
  10. Boolean Comparison and Logical Operators-iNNsUJIDtVU.mp4 21.62 MB
  10. Boolean Comparison and Logical Operators-iNNsUJIDtVU.pt-BR.vtt 3.36 KB
  10. Boolean Comparison and Logical Operators-iNNsUJIDtVU.zh-CN.vtt 2.47 KB
  10. Booleans, Comparison Operators, and Logical Operators.html 11.4 KB
  11. Quiz Booleans, Comparison Operators, and Logical Operators.html 11.37 KB
  12. Solution Booleans, Comparison and Logical Operators.html 9.29 KB
  13. Strings-ySZDrs-nNqg.ar.vtt 7.2 KB
  13. Strings-ySZDrs-nNqg.en.vtt 5.2 KB
  13. Strings-ySZDrs-nNqg.mp4 17.26 MB
  13. Strings-ySZDrs-nNqg.pt-BR.vtt 5.59 KB
  13. Strings-ySZDrs-nNqg.zh-CN.vtt 4.77 KB
  13. Strings.html 12.13 KB
  14. Quiz Strings.html 15.63 KB
  15. Solution Strings.html 9.58 KB
  16. Type Type Conversion-yN6Fam_vZrU.ar.vtt 4.36 KB
  16. Type Type Conversion-yN6Fam_vZrU.en.vtt 3.19 KB
  16. Type Type Conversion-yN6Fam_vZrU.mp4 9.4 MB
  16. Type Type Conversion-yN6Fam_vZrU.pt-BR.vtt 3.67 KB
  16. Type Type Conversion-yN6Fam_vZrU.zh-CN.vtt 2.95 KB
  16. Type and Type Conversion.html 10.31 KB
  17. Quiz Type and Type Conversion.html 15.77 KB
  18. Solution Type and Type Conversion.html 9.04 KB
  19. String Methods-Bv7CAxVOONs.ar.vtt 4.57 KB
  19. String Methods-Bv7CAxVOONs.en.vtt 3.38 KB
  19. String Methods-Bv7CAxVOONs.mp4 23.75 MB
  19. String Methods-Bv7CAxVOONs.pt-BR.vtt 3.62 KB
  19. String Methods-Bv7CAxVOONs.zh-CN.vtt 3.07 KB
  19. String Methods.html 13.1 KB
  20. String Methods.html 12.66 KB
  21. Another String Method - Split.html 10.69 KB
  22. L2 07 Lists And Membership Operators II V3-3Nj-b-ZzqH8.mp4 4.83 MB
  22. L2 07 Lists And Membership Operators II V3-3Nj-b-ZzqH8.pt-BR.vtt 2.33 KB
  22. L2 08 Lists And Membership Operators V2-JAbZdZg5_x8.mp4 6.06 MB
  22. L2 08 Lists And Membership Operators V2-JAbZdZg5_x8.pt-BR.vtt 2.95 KB
  22. L2 09 Lists And Membership Operators V2-rNV_E50wcWM.mp4 5.67 MB
  22. L2 09 Lists And Membership Operators V2-rNV_E50wcWM.pt-BR.vtt 4.34 KB
  22. Lists and Membership Operators.html 15.48 KB
  23. Quiz Lists and Membership Operators.html 14.38 KB
  24. Solution List and Membership Operators.html 10.42 KB
  25. L2 05 Lists Methods V1-WXkPm4rv6ng.en.vtt 2.16 KB
  25. L2 05 Lists Methods V1-WXkPm4rv6ng.mp4 5.28 MB
  25. L2 05 Lists Methods V1-WXkPm4rv6ng.pt-BR.vtt 2.28 KB
  25. L2 05 Lists Methods V1-WXkPm4rv6ng.zh-CN.vtt 1.9 KB
  25. L2 06 Lists Methods V1-tz2Ja1Eaeqo.en.vtt 4.63 KB
  25. L2 06 Lists Methods V1-tz2Ja1Eaeqo.mp4 13.33 MB
  25. L2 06 Lists Methods V1-tz2Ja1Eaeqo.pt-BR.vtt 4.45 KB
  25. L2 06 Lists Methods V1-tz2Ja1Eaeqo.zh-CN.vtt 3.84 KB
  25. List Methods.html 12.95 KB
  26. Quiz List Methods.html 14.18 KB
  27. L2 04 Tuples V3-33xN-AbTMoc.mp4 3.96 MB
  27. L2 04 Tuples V3-33xN-AbTMoc.pt-BR.vtt 2.74 KB
  27. L2 04 Tuples V3-33xN-AbTMoc.zh-CN.vtt 2.1 KB
  27. Tuples.html 10.65 KB
  28. Quiz Tuples.html 13.69 KB
  29. L2 03 Sets V2-eIHNFgTFfnA.en.vtt 2.25 KB
  29. L2 03 Sets V2-eIHNFgTFfnA.mp4 5.92 MB
  29. L2 03 Sets V2-eIHNFgTFfnA.pt-BR.vtt 2.6 KB
  29. L2 03 Sets V2-eIHNFgTFfnA.zh-CN.vtt 2.14 KB
  29. Sets.html 10.54 KB
  30. Quiz Sets.html 11.97 KB
  31. Dictionaries and Identity Operators.html 11.69 KB
  31. L2 02 Dictionaries And Identiy Operators V3-QR8HTxCTWi0.en.vtt 3.39 KB
  31. L2 02 Dictionaries And Identiy Operators V3-QR8HTxCTWi0.mp4 10.7 MB
  31. L2 02 Dictionaries And Identiy Operators V3-QR8HTxCTWi0.pt-BR.vtt 3.76 KB
  31. L2 02 Dictionaries And Identiy Operators V3-QR8HTxCTWi0.zh-CN.vtt 2.76 KB
  32. Quiz Dictionaries and Identity Operators.html 15.99 KB
  33. Solution Dictionaries and Identity Operators.html 9.32 KB
  34. Quiz More With Dictionaries.html 13.72 KB
  35. Compound Data Structures.html 10.69 KB
  35. L2 01 Compound Data Structures V1-jmQ8IKvQgBU.en.vtt 1.24 KB
  35. L2 01 Compound Data Structures V1-jmQ8IKvQgBU.mp4 4.21 MB
  35. L2 01 Compound Data Structures V1-jmQ8IKvQgBU.pt-BR.vtt 1.58 KB
  35. L2 01 Compound Data Structures V1-jmQ8IKvQgBU.zh-CN.vtt 1.08 KB
  36. Quiz Compound Data Structures.html 15.14 KB
  37. Solution Compound Data Structions.html 9.25 KB
  38. Conclusion-LLEZadlXM8A.ar.vtt 534 B
  38. Conclusion-LLEZadlXM8A.en.vtt 423 B
  38. Conclusion-LLEZadlXM8A.mp4 2.54 MB
  38. Conclusion-LLEZadlXM8A.pt-BR.vtt 411 B
  38. Conclusion-LLEZadlXM8A.zh-CN.vtt 389 B
  38. Conclusion.html 9.11 KB
  39. Summary.html 14.66 KB
  img
  screen-shot-2018-01-30-at-4.39.42-pm.png 95.46 KB
  screen-shot-2018-01-30-at-5.14.39-pm.png 220.32 KB
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  index.html 6.95 KB
  Part 02-Module 01-Lesson 03_Control Flow
  01. Introduction-eUrvACMMJ5w.ar.vtt 1.42 KB
  01. Introduction-eUrvACMMJ5w.en.vtt 944 B
  01. Introduction-eUrvACMMJ5w.mp4 5.9 MB
  01. Introduction-eUrvACMMJ5w.pt-BR.vtt 1.07 KB
  01. Introduction-eUrvACMMJ5w.zh-CN.vtt 862 B
  01. Introduction.html 8.98 KB
  02. Conditional Statements.html 16.44 KB
  02. If Elif and Else-KZubH5XT0eU.ar.vtt 4.12 KB
  02. If Elif and Else-KZubH5XT0eU.en.vtt 2.83 KB
  02. If Elif and Else-KZubH5XT0eU.mp4 18.28 MB
  02. If Elif and Else-KZubH5XT0eU.pt-BR.vtt 3.18 KB
  02. If Elif and Else-KZubH5XT0eU.zh-CN.vtt 2.5 KB
  02. If Statements-jWiIUMrwPqA.ar.vtt 3.99 KB
  02. If Statements-jWiIUMrwPqA.en.vtt 2.7 KB
  02. If Statements-jWiIUMrwPqA.mp4 16.99 MB
  02. If Statements-jWiIUMrwPqA.pt-BR.vtt 3.11 KB
  02. If Statements-jWiIUMrwPqA.zh-CN.vtt 2.32 KB
  02. Indentation-G8qUNOTHtrM.ar.vtt 1.54 KB
  02. Indentation-G8qUNOTHtrM.en.vtt 1.09 KB
  02. Indentation-G8qUNOTHtrM.mp4 7.65 MB
  02. Indentation-G8qUNOTHtrM.pt-BR.vtt 1.31 KB
  02. Indentation-G8qUNOTHtrM.zh-CN.vtt 1007 B
  03. Practice Conditional Statements.html 10.15 KB
  04. Solution Conditional Statements.html 9.99 KB
  05. Quiz Conditional Statements.html 12.1 KB
  06. Solution Conditional Statements.html 9.52 KB
  07. Boolean Expressions for Conditions.html 15.13 KB
  07. Complex Boolean Expressions-gWmIKWgzFqI.ar.vtt 3.12 KB
  07. Complex Boolean Expressions-gWmIKWgzFqI.en.vtt 2.35 KB
  07. Complex Boolean Expressions-gWmIKWgzFqI.mp4 15.06 MB
  07. Complex Boolean Expressions-gWmIKWgzFqI.pt-BR.vtt 2.45 KB
  07. Complex Boolean Expressions-gWmIKWgzFqI.zh-CN.vtt 2.13 KB
  07. Good And Bad Examples-95oLh3WtdhY.ar.vtt 4.14 KB
  07. Good And Bad Examples-95oLh3WtdhY.en.vtt 2.92 KB
  07. Good And Bad Examples-95oLh3WtdhY.mp4 19.91 MB
  07. Good And Bad Examples-95oLh3WtdhY.pt-BR.vtt 3.29 KB
  07. Good And Bad Examples-95oLh3WtdhY.zh-CN.vtt 2.56 KB
  07. Truth Value Testing-e52uw7ejV8k.ar.vtt 2.63 KB
  07. Truth Value Testing-e52uw7ejV8k.en.vtt 1.77 KB
  07. Truth Value Testing-e52uw7ejV8k.mp4 12.78 MB
  07. Truth Value Testing-e52uw7ejV8k.pt-BR.vtt 2.09 KB
  07. Truth Value Testing-e52uw7ejV8k.zh-CN.vtt 1.6 KB
  08. Quiz Boolean Expressions for Conditions.html 16.85 KB
  09. Solution Boolean Expressions for Conditions.html 11.22 KB
  10. For Loops-UtX0PXSUCdY.ar.vtt 9.73 KB
  10. For Loops-UtX0PXSUCdY.en.vtt 6.73 KB
  10. For Loops-UtX0PXSUCdY.mp4 18.44 MB
  10. For Loops-UtX0PXSUCdY.pt-BR.vtt 7.29 KB
  10. For Loops-UtX0PXSUCdY.zh-CN.vtt 6.2 KB
  10. For Loops.html 14.2 KB
  11. Practice For Loops.html 10.59 KB
  12. Solution For Loops Practice.html 8.89 KB
  13. Quiz For Loops.html 16.29 KB
  14. Solution For Loops Quiz.html 10.27 KB
  15. Quiz Match Inputs To Outputs.html 12.99 KB
  16. Building Dictionaries.html 13.57 KB
  17. Iterating Through Dictionaries with For Loops.html 11.3 KB
  18. Quiz Iterating Through Dictionaries.html 13.91 KB
  19. Solution Iterating Through Dictionaries.html 9.28 KB
  20. L3 08 While Loops V3-7Sf5tcPlKQw.en.vtt 3.04 KB
  20. L3 08 While Loops V3-7Sf5tcPlKQw.mp4 10.89 MB
  20. L3 08 While Loops V3-7Sf5tcPlKQw.pt-BR.vtt 3.43 KB
  20. L3 08 While Loops V3-7Sf5tcPlKQw.zh-CN.vtt 2.81 KB
  20. While Loops.html 10.46 KB
  21. Practice While Loops.html 11.18 KB
  22. Solution While Loops Practice.html 9.12 KB
  23. Quiz While Loops.html 12.93 KB
  24. Solution While Loops Quiz.html 9.95 KB
  25. Break and Continue-F6qJAv9ts9Y.ar.vtt 5.88 KB
  25. Break and Continue-F6qJAv9ts9Y.en.vtt 3.95 KB
  25. Break and Continue-F6qJAv9ts9Y.mp4 13.22 MB
  25. Break and Continue-F6qJAv9ts9Y.pt-BR.vtt 4.43 KB
  25. Break and Continue-F6qJAv9ts9Y.zh-CN.vtt 3.64 KB
  25. Break, Continue.html 11.81 KB
  26. Quiz Break, Continue.html 9.8 KB
  27. Solution Break, Continue.html 8.82 KB
  28. Zip and Enumerate-bSJPzVArE7M.ar.vtt 3.58 KB
  28. Zip and Enumerate-bSJPzVArE7M.en.vtt 2.54 KB
  28. Zip and Enumerate-bSJPzVArE7M.mp4 15.71 MB
  28. Zip and Enumerate-bSJPzVArE7M.pt-BR.vtt 2.63 KB
  28. Zip and Enumerate-bSJPzVArE7M.zh-CN.vtt 2.35 KB
  28. Zip and Enumerate.html 10.65 KB
  29. Quiz Zip and Enumerate.html 14.26 KB
  30. Solution Zip and Enumerate.html 10.97 KB
  31. List Comprehensions-6qxo-NV9v_s.ar.vtt 4.13 KB
  31. List Comprehensions-6qxo-NV9v_s.en.vtt 2.93 KB
  31. List Comprehensions-6qxo-NV9v_s.mp4 17.37 MB
  31. List Comprehensions-6qxo-NV9v_s.pt-BR.vtt 3.53 KB
  31. List Comprehensions-6qxo-NV9v_s.zh-CN.vtt 2.88 KB
  31. List Comprehensions.html 10.53 KB
  32. Quiz List Comprehensions.html 11.43 KB
  33. Solution List Comprehensions.html 9.53 KB
  34. Conclusion.html 8.45 KB
  34. Congrats!-vDoqpwCHxs4.ar.vtt 673 B
  34. Congrats!-vDoqpwCHxs4.en.vtt 467 B
  34. Congrats!-vDoqpwCHxs4.mp4 3.11 MB
  34. Congrats!-vDoqpwCHxs4.pt-BR.vtt 583 B
  34. Congrats!-vDoqpwCHxs4.zh-CN.vtt 410 B
  index.html 6.41 KB
  Part 02-Module 01-Lesson 04_Functions
  01. Introduction-p5L4rTV1Pgk.ar.vtt 1.74 KB
  01. Introduction-p5L4rTV1Pgk.en.vtt 1.38 KB
  01. Introduction-p5L4rTV1Pgk.mp4 8.85 MB
  01. Introduction-p5L4rTV1Pgk.pt-BR.vtt 1.51 KB
  01. Introduction-p5L4rTV1Pgk.zh-CN.vtt 1.24 KB
  01. Introduction.html 7.22 KB
  02. Default Arguments-cG6UfBZX2KI.ar.vtt 2.72 KB
  02. Default Arguments-cG6UfBZX2KI.en.vtt 2.05 KB
  02. Default Arguments-cG6UfBZX2KI.mp4 5.64 MB
  02. Default Arguments-cG6UfBZX2KI.pt-BR.vtt 2.4 KB
  02. Default Arguments-cG6UfBZX2KI.zh-CN.vtt 1.81 KB
  02. Defining Functions-IP_tJYhynbc.ar.vtt 6.65 KB
  02. Defining Functions-IP_tJYhynbc.en.vtt 5.39 KB
  02. Defining Functions-IP_tJYhynbc.mp4 15.48 MB
  02. Defining Functions-IP_tJYhynbc.pt-BR.vtt 5.95 KB
  02. Defining Functions-IP_tJYhynbc.zh-CN.vtt 4.76 KB
  02. Defining Functions.html 14.74 KB
  03. Quiz Defining Functions.html 9.46 KB
  04. Solution Defining Functions.html 7.88 KB
  05. Variable Scope-rYubQlAM-gw.ar.vtt 1.6 KB
  05. Variable Scope-rYubQlAM-gw.en.vtt 1.24 KB
  05. Variable Scope-rYubQlAM-gw.mp4 9.01 MB
  05. Variable Scope-rYubQlAM-gw.pt-BR.vtt 1.54 KB
  05. Variable Scope-rYubQlAM-gw.zh-CN.vtt 1.12 KB
  05. Variable Scope.html 9.58 KB
  06. Variable Scope.html 7.2 KB
  07. Solution Variable Scope.html 7.38 KB
  08. Documentation-_Vl9NJkA6JQ.ar.vtt 3.42 KB
  08. Documentation-_Vl9NJkA6JQ.en.vtt 2.7 KB
  08. Documentation-_Vl9NJkA6JQ.mp4 15.93 MB
  08. Documentation-_Vl9NJkA6JQ.pt-BR.vtt 3.03 KB
  08. Documentation-_Vl9NJkA6JQ.zh-CN.vtt 2.36 KB
  08. Documentation.html 8.73 KB
  09. Quiz Documentation.html 7.57 KB
  10. Solution Documentation.html 7.34 KB
  11. L4 08 Lambda Expressions V3-wkEmPz1peJM.en.vtt 2.18 KB
  11. L4 08 Lambda Expressions V3-wkEmPz1peJM.mp4 7.99 MB
  11. L4 08 Lambda Expressions V3-wkEmPz1peJM.pt-BR.vtt 2.68 KB
  11. L4 08 Lambda Expressions V3-wkEmPz1peJM.zh-CN.vtt 1.93 KB
  11. Lambda Expressions.html 8.29 KB
  12. Quiz Lambda Expressions.html 9.45 KB
  13. Solution Lambda Expressions.html 7.17 KB
  14. Iterators And Generators-tYH8X4Zeh-0.ar.vtt 3.42 KB
  14. Iterators And Generators-tYH8X4Zeh-0.en.vtt 2.67 KB
  14. Iterators And Generators-tYH8X4Zeh-0.mp4 18.95 MB
  14. Iterators And Generators-tYH8X4Zeh-0.pt-BR.vtt 2.97 KB
  14. Iterators And Generators-tYH8X4Zeh-0.zh-CN.vtt 2.42 KB
  14. [Optional] Iterators and Generators.html 9.11 KB
  15. [Optional] Quiz Iterators and Generators.html 9.49 KB
  16. [Optional] Solution Iterators and Generators.html 7.73 KB
  17. [Optional] Generator Expressions.html 6.76 KB
  18. Conclusion-QRnLr7pwHyk.ar.vtt 953 B
  18. Conclusion-QRnLr7pwHyk.en.vtt 763 B
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  19. Further Learning.html 6.72 KB
  index.html 5 KB
  Part 02-Module 01-Lesson 05_Scripting
  01. Introduction.html 8.43 KB
  01. Scripting-Qxe_gCiXUDg.ar.vtt 885 B
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  01. Scripting-Qxe_gCiXUDg.pt-BR.vtt 810 B
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  02. Python Installation-2_P05aYChqQ.ar.vtt 2.24 KB
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  02. Python Installation.html 10.96 KB
  03. Install Python Using Anaconda.html 9.87 KB
  04. [For Windows] Configuring Git Bash to Run Python.html 14.49 KB
  05. Running A Python Script-vMKemwCderg.ar.vtt 2.98 KB
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  07. Editing a Python Script.html 8.55 KB
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  08. Scripting with Raw Input.html 9.36 KB
  09. Quiz Scripting with Raw Input.html 10 KB
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  11. Errors And Exceptions-DmthSiy2d0U.ar.vtt 3.67 KB
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  13. Handling Errors.html 11.23 KB
  14. Practice Handling Input Errors.html 10.01 KB
  15. Solution Handling Input Errors.html 7.99 KB
  16. Accessing Error Messages.html 8.51 KB
  17. Reading And Writing Files Part II-1GRv1S6K8gQ.ar.vtt 6.33 KB
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  17. Reading and Writing Files.html 12.79 KB
  18. Quiz Reading and Writing Files.html 16.72 KB
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  20. Importing Files-qjeSn6zZbR0.ar.vtt 8.71 KB
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  20. Importing Local Scripts.html 11.39 KB
  21. The Standard Library-Fw3vf0tDrJM.ar.vtt 4.5 KB
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  21. The Standard Library-Fw3vf0tDrJM.mp4 10.55 MB
  21. The Standard Library-Fw3vf0tDrJM.pt-BR.vtt 3.39 KB
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  21. The Standard Library.html 8.29 KB
  22. Quiz The Standard Library.html 16.59 KB
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  24. Techniques For Importing Modules Part II-aASigWQ_XU0.ar.vtt 2.86 KB
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  24. Techniques for Importing Modules.html 10.94 KB
  25. Quiz Techniques for Importing Modules.html 10.6 KB
  26. Third Party Libraries And Package Managers-epOze9gC6T4.ar.vtt 4.42 KB
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  26. Third-Party Libraries.html 12.9 KB
  27. Experimenting With An Interpreter-hspPtnQwMPg.ar.vtt 5.13 KB
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  27. Experimenting With An Interpreter-hspPtnQwMPg.mp4 5.58 MB
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  27. Experimenting with an Interpreter.html 10.63 KB
  28. Online Resources.html 13.94 KB
  29. Conclusion-rEMrswkLvh8.ar.vtt 652 B
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  Part 02-Module 02-Lesson 01_Lab Classifying Images
  01. Instructor.html 6.69 KB
  02. AIPND Python Lab - Introduction Video-T_cjVqDULQI.en.vtt 1.18 KB
  02. AIPND Python Lab - Introduction Video-T_cjVqDULQI.mp4 1.55 MB
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  03. Lab Instructions.html 17.18 KB
  04. AIPND Python Lab - Workspace How-to Video-EQTttywUnXQ.en.vtt 6.35 KB
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  04. Workspace How-to.html 8.06 KB
  05. Workspaces Best Practices.html 10.84 KB
  06. Lab Workspace.html 6.97 KB
  07. AIPND Python Lab - Timing Code Solution Video-ic7gqM4cnl4.en.vtt 2.52 KB
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  09. AIPND Python Lab - Mutable Data Types and Functions Video-LIOmuZdLymw.en.vtt 8.23 KB
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  10. Creating Pet Image Labels - Part 1.html 12.83 KB
  11. AIPND Python Lab - Check Images Solutions Video-2jaZfP7otSs.en.vtt 4.9 KB
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  11. Creating Pet Image Labels - Part 2.html 12.16 KB
  12. Classifying Images - Part 1.html 18.25 KB
  13. AIPND Python Lab - Classify Images Solutions Video-sBbY6HmJG9M.en.vtt 6.41 KB
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  13. Classifying Images - Part 2.html 14.21 KB
  14. AIPND Python Lab - Solutions Video-Jfsbtm6yPXY.en.vtt 6.61 KB
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  14. Classifying Labels as Dogs.html 16.71 KB
  15. AIPND Python Lab - Calculate Results Solutions Video-b8dsDty8HDc.en.vtt 6.07 KB
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  15. AIPND Python Lab - Calculate Results Solutions Video-b8dsDty8HDc.zh-CN.vtt 5.37 KB
  15. Calculating Results.html 16.34 KB
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  16. Printing Results.html 17.61 KB
  17. Results.html 11.45 KB
  18. Concluding Remarks.html 7.92 KB
  19. Lab Solution Workspace.html 6.99 KB
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  Part 03-Module 01-Lesson 01_Anaconda
  01. Instructor.html 5.7 KB
  02. Introduction.html 6.1 KB
  02. Why Anaconda-VXukXZv7SCQ.ar.vtt 4.95 KB
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  03. What is Anaconda.html 10.57 KB
  04. Installing Anaconda.html 7.65 KB
  05. Managing packages.html 8.5 KB
  06. Managing environments.html 8.83 KB
  07. More environment actions.html 7.15 KB
  08. Best practices.html 6.91 KB
  09. On Python versions at Udacity.html 7.05 KB
  img
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  media
  conda_default_install.mp4 595.3 KB
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  Part 03-Module 01-Lesson 02_Jupyter Notebooks
  01. Instructor.html 5.87 KB
  02. Jupyter-qiYDWFLyXvg.ar.vtt 3.41 KB
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  02. Jupyter-qiYDWFLyXvg.mp4 7.12 MB
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  02. What are Jupyter notebooks.html 12.26 KB
  03. Installing Jupyter Notebook.html 5.8 KB
  04. Launching the notebook server.html 10.69 KB
  05. Notebook interface.html 9.41 KB
  06. Code cells.html 6.07 KB
  07. Markdown cells.html 9.52 KB
  08. Keyboard shortcuts.html 5.92 KB
  09. Magic keywords.html 9.91 KB
  10. Converting notebooks.html 7.04 KB
  11. Creating a slideshow.html 7.87 KB
  12. Finishing up.html 5.76 KB
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  media
  Markdown+cells.mp4 330.36 KB
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  Part 03-Module 01-Lesson 03_NumPy
  01. Instructors.html 6.99 KB
  02. Introduction to NumPy.html 8.7 KB
  03. NumPy 0 V1-vyjMs8KFHlE.en.vtt 4.14 KB
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  03. Why Use NumPy.html 8.25 KB
  04. Creating and Saving NumPy ndarrays.html 17.98 KB
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  05. Using Built-in Functions to Create ndarrays.html 28.24 KB
  06. Create an ndarray.html 7.38 KB
  07. Accessing, Deleting, and Inserting Elements Into ndarrays.html 16.93 KB
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  08. Slicing ndarrays.html 16.23 KB
  09. Boolean Indexing, Set Operations, and Sorting.html 13.21 KB
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  10. Manipulating ndarrays.html 7.25 KB
  11. Arithmetic operations and Broadcasting.html 17.26 KB
  11. NumPy 6 V1-wtLRuGK0kW4.en.vtt 5.58 KB
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  12. Creating ndarrays with Broadcasting.html 7.13 KB
  13. Getting Set Up for the Mini-Project.html 6.61 KB
  14. Mini-Project Mean Normalization and Data Separation.html 6.8 KB
  img
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  Part 03-Module 01-Lesson 04_Pandas
  01. Instructors.html 6.52 KB
  02. Introduction to Pandas.html 8.5 KB
  03. Why Use Pandas.html 7.28 KB
  04. Creating Pandas Series.html 10.17 KB
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  05. Accessing and Deleting Elements in Pandas Series.html 13.7 KB
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  06. Arithmetic Operations on Pandas Series.html 13.51 KB
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  07. Manipulate a Series.html 8.2 KB
  08. Creating Pandas DataFrames.html 21.48 KB
  08. Pandas 4 V1-eMHUn9v9dds.en.vtt 6.89 KB
  08. Pandas 4 V1-eMHUn9v9dds.mp4 6.93 MB
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  09. Accessing Elements in Pandas DataFrames.html 29.42 KB
  09. Pandas 5 V1-lClsJnZn_7w.en.vtt 5.96 KB
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  13. Getting Set Up for the Mini-Project.html 6.69 KB
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  Part 03-Module 01-Lesson 05_Matplotlib and Seaborn Part 1
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  02. Introduction.html 6.36 KB
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  07. Bar Chart Practice.html 6.8 KB
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  10. Histogram Practice.html 6.8 KB
  11. Figures, Axes, and Subplots.html 18.51 KB
  12. Choosing a Plot for Discrete Data.html 10.28 KB
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  14. Scales and Transformations.html 14.91 KB
  15. Scales and Transformations Practice.html 6.84 KB
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  16. Lesson Summary.html 6.76 KB
  17. Extra Kernel Density Estimation.html 10.65 KB
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  Part 03-Module 01-Lesson 06_Matplotlib and Seaborn Part 2
  01. Introduction.html 6.43 KB
  01. L4 011 Intro V2-JzvJIWG8Rk4.en.vtt 1.55 KB
  01. L4 011 Intro V2-JzvJIWG8Rk4.mp4 3.36 MB
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  02. Data Vis L4 C02 V1-wBDC5AmYgyg.mp4 3.58 MB
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  02. L4 021 Scatterplots And Correlation V2-wqMwTDVT9_Y.en.vtt 3.55 KB
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  03. Overplotting, Transparency, and Jitter.html 10.83 KB
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  04. Heat Maps.html 13.45 KB
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  05. Scatterplot Practice.html 6.88 KB
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  06. L4 061 Violin Plots 2 V3-0hr61L-LZyM.en.vtt 2.1 KB
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  06. Violin Plots.html 10.8 KB
  07. Box Plots.html 12.06 KB
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  08. Violin and Box Plot Practice.html 6.9 KB
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  09. L4 091 Clustered Bar Charts V4-0rFp55TtEJM.en.vtt 2.02 KB
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  10. Categorical Plot Practice.html 6.89 KB
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  11. Faceting.html 11.89 KB
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  12. Adaptation of Univariate Plots.html 13.69 KB
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  12. L4 121 Adaptations Of Univariate Plots V3-MXcqplnUB0o.en.vtt 2.22 KB
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  13. L4 131 Line Plots V1-kSntEWPuOa0.en.vtt 1.96 KB
  13. L4 131 Line Plots V1-kSntEWPuOa0.mp4 3.82 MB
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  13. Line Plots.html 16.64 KB
  14. Additional Plot Practice.html 6.89 KB
  15. L4 151 Lesson Summary V1-5igqM44KEmw.en.vtt 2.13 KB
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  15. Lesson Summary.html 6.83 KB
  16. Postscript Multivariate Visualization.html 17.06 KB
  17. Extra Swarm Plots.html 8.83 KB
  18. Extra Rug and Strip Plots.html 9.61 KB
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  index.html 4.87 KB
  Part 04-Module 01-Lesson 01_Introduction
  01. Our Goal .html 5.39 KB
  02. Instructors.html 6.76 KB
  03. Essence Of Linear Algebra Intro -EHcxDZpeGFg.en.vtt 7.03 KB
  03. Essence Of Linear Algebra Intro -EHcxDZpeGFg.mp4 8.6 MB
  03. Essence Of Linear Algebra Intro -EHcxDZpeGFg.pt-BR.vtt 7.08 KB
  03. Essence Of Linear Algebra Intro -EHcxDZpeGFg.zh-CN.vtt 6.12 KB
  03. Essence of Linear Algebra.html 5.37 KB
  04. Structure of this lesson.html 6.88 KB
  05. Working with Equations.html 9.92 KB
  06. Try our workspace out!.html 6.73 KB
  07. Try our workspace again!.html 8.08 KB
  img
  cp1a9390.jpg?042148 63.65 KB
  grant.png 569.9 KB
  img-4646.jpg?042148 27.12 KB
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  index.html 3.94 KB
  Part 04-Module 01-Lesson 02_Vectors
  01. Vectors 1-oPBz-MLVUHk.en.vtt 4.61 KB
  01. Vectors 1-oPBz-MLVUHk.mp4 4.88 MB
  01. Vectors 1-oPBz-MLVUHk.pt-BR.vtt 4.42 KB
  01. Vectors 1-oPBz-MLVUHk.zh-CN.vtt 3.98 KB
  01. What's a Vector.html 6.1 KB
  02. Vectors 2-R7WiQYixvRQ.en.vtt 2.82 KB
  02. Vectors 2-R7WiQYixvRQ.mp4 2.52 MB
  02. Vectors 2-R7WiQYixvRQ.pt-BR.vtt 2.55 KB
  02. Vectors 2-R7WiQYixvRQ.zh-CN.vtt 2.29 KB
  02. Vectors, what even are they Part 2.html 6.14 KB
  03. Vectors 3-mWV_MpEjz9c.en.vtt 5.85 KB
  03. Vectors 3-mWV_MpEjz9c.mp4 6.29 MB
  03. Vectors 3-mWV_MpEjz9c.pt-BR.vtt 5.43 KB
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  03. Vectors, what even are they Part 3.html 6.14 KB
  04. Vectors- Mathematical definition .html 9.44 KB
  05. Transpose.html 7.62 KB
  06. Magnitude and Direction .html 8.89 KB
  07. Vectors- Quiz 1.html 7.5 KB
  08. Operations in the Field.html 7.07 KB
  09. Vector Addition.html 6.75 KB
  10. Vectors- Quiz 2.html 7.83 KB
  11. Scalar by Vector Multiplication.html 6.63 KB
  12. Vectors Quiz 3.html 8.99 KB
  13. Vectors Quiz Answers.html 7.13 KB
  img
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  index.html 4.48 KB
  Part 04-Module 01-Lesson 03_Linear Combination
  01. Linear Combination. Part 1.html 5.74 KB
  01. Linear Combinations 1-fmal7UE7dEE.en.vtt 6.78 KB
  01. Linear Combinations 1-fmal7UE7dEE.mp4 8.3 MB
  01. Linear Combinations 1-fmal7UE7dEE.pt-BR.vtt 7.01 KB
  01. Linear Combinations 1-fmal7UE7dEE.zh-CN.vtt 5.86 KB
  02. Linear Combination. Part 2.html 5.74 KB
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  03. Linear Combination and Span.html 9.57 KB
  04. Linear Combination -Quiz 1.html 8.19 KB
  05. Linear Dependency .html 7.29 KB
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  Part 04-Module 01-Lesson 04_Linear Transformation and Matrices
  01. What is a Matrix.html 8.36 KB
  02. Matrix Addition.html 8.73 KB
  03. Matrix Addition Quiz.html 7.94 KB
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  05. Multiplication of a Square Matrices.html 10.23 KB
  06. Square Matrix Multiplication Quiz.html 8.86 KB
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  09. Linear Transformation and Matrices . Part 1.html 6.51 KB
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  10. Linear Transformation and Matrices. Part 2.html 6.36 KB
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  Part 04-Module 02-Lesson 01_Vectors Lab
  01. Vectors Lab.html 5.16 KB
  02. AIPND Linear Algebra Vectors Lab Solution1 v1-xk-JNxMzlsQ.en.vtt 1.79 KB
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  02. Vectors Lab Solution.html 6.55 KB
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  Part 04-Module 02-Lesson 02_Linear Combination Lab
  01. Linear Combination.html 5.22 KB
  02. AIPND Linear Algebra Linear Combination Solution v2-eMYcAqnR8N4.en.vtt 4.05 KB
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  Part 04-Module 02-Lesson 03_Linear Mapping Lab
  01. Lab Description.html 5.16 KB
  02. Visualizing Matrix Multiplication.html 5.47 KB
  03. Matrix Multiplication Lab.html 5.45 KB
  04. AIPND Linear Algebra Currency Conversion Problem v2-wmHk5cL5NJA.en.vtt 1.43 KB
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  Part 04-Module 02-Lesson 04_Linear Algebra in Neural Networks
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  02. Brief Introduction .html 6.39 KB
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  03. Dolly Inside Head 1 -tyam5ZncjNw.mp4 8.69 MB
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  05. Putting The Pieces Together.html 7.82 KB
  06. Linear Algebra 06 FeedForward A V7 PAIND83 V1-kQ6rNndcA1I.en.vtt 3.59 KB
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  Part 05-Module 01-Lesson 01_Introduction to Neural Networks
  01. Instructor.html 8.52 KB
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  06. 09 Higher Dimensions-eBHunImDmWw.en.vtt 2.95 KB
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  16. DL 18 Q Softmax V2-RC_A9Tu99y4.en.vtt 5.37 KB
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  32. Layers-pg99FkXYK0M.en.vtt 3.4 KB
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  32. Multiclass Classification-uNTtvxwfox0.en.vtt 2.08 KB
  32. Multiclass Classification-uNTtvxwfox0.mp4 1.88 MB
  32. Multiclass Classification-uNTtvxwfox0.pt-BR.vtt 2.12 KB
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  32. Neural Network Architecture.html 13 KB
  33. DL 41 Feedforward FIX V2-hVCuvMGOfyY.en.vtt 6.17 KB
  33. DL 41 Feedforward FIX V2-hVCuvMGOfyY.mp4 5.33 MB
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  33. DL 42 Neural Network Error Function (1)-SC1wEW7TtKs.en.vtt 1.97 KB
  33. DL 42 Neural Network Error Function (1)-SC1wEW7TtKs.mp4 1.72 MB
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  33. Feedforward.html 9.65 KB
  34. Backpropagation V2-1SmY3TZTyUk.en.vtt 7.21 KB
  34. Backpropagation V2-1SmY3TZTyUk.mp4 6.52 MB
  34. Backpropagation V2-1SmY3TZTyUk.pt-BR.vtt 7.17 KB
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  34. Backpropagation.html 12.44 KB
  34. Calculating The Gradient 1 -tVuZDbUrzzI.en.vtt 3.41 KB
  34. Calculating The Gradient 1 -tVuZDbUrzzI.mp4 3.31 MB
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  34. Chain Rule-YAhIBOnbt54.en.vtt 1.65 KB
  34. Chain Rule-YAhIBOnbt54.mp4 1.46 MB
  34. Chain Rule-YAhIBOnbt54.pt-BR.vtt 1.73 KB
  34. Chain Rule-YAhIBOnbt54.zh-CN.vtt 1.42 KB
  34. DL 46 Calculating The Gradient 2 V2 (2)-7lidiTGIlN4.en.vtt 6.16 KB
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  34. DL 46 Calculating The Gradient 2 V2 (2)-7lidiTGIlN4.pt-BR.vtt 6.5 KB
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  35. Pre-Lab Analyzing Student Data.html 9.29 KB
  36. Notebook Analyzing Student Data.html 8.83 KB
  37. Outro.html 8.37 KB
  img
  and-quiz.png 265.78 KB
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  Part 05-Module 01-Lesson 02_Implementing Gradient Descent
  01. Mean Squared Error Function.html 6.07 KB
  02. Gradient Descent-29PmNG7fuuM.en.vtt 1.6 KB
  02. Gradient Descent-29PmNG7fuuM.mp4 2.46 MB
  02. Gradient Descent-29PmNG7fuuM.pt-BR.vtt 1.52 KB
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  02. Gradient Descent.html 12.62 KB
  03. Gradient Descent The Math.html 5.92 KB
  03. Gradient Descent-Math-7sxA5Ap8AWM.en.vtt 10.81 KB
  03. Gradient Descent-Math-7sxA5Ap8AWM.mp4 11.25 MB
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  03. Gradient Descent-Math-7sxA5Ap8AWM.zh-CN.vtt 9.46 KB
  04. Gradient Descent The Code.html 10.76 KB
  05. Implementing Gradient Descent.html 26.66 KB
  06. Multilayer Perceptrons.html 20.97 KB
  06. Multilayer perceptrons-Rs9petvTBLk.en-US.vtt 1.65 KB
  06. Multilayer perceptrons-Rs9petvTBLk.mp4 2.85 MB
  06. Multilayer perceptrons-Rs9petvTBLk.pt-BR.vtt 1.71 KB
  06. Multilayer perceptrons-Rs9petvTBLk.zh-CN.vtt 1.39 KB
  07. Backpropagation-MZL97-2joxQ.en-US.vtt 2.42 KB
  07. Backpropagation-MZL97-2joxQ.mp4 3.44 MB
  07. Backpropagation-MZL97-2joxQ.pt-BR.vtt 2.41 KB
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  07. Backpropagation.html 19.35 KB
  08. Implementing Backpropagation.html 21.42 KB
  09. Further Reading.html 5.76 KB
  img
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  Part 05-Module 01-Lesson 03_Training Neural Networks
  01. Instructor.html 6.18 KB
  02. Training Optimization-UiGKhx9pUYc.en.vtt 824 B
  02. Training Optimization-UiGKhx9pUYc.mp4 2.96 MB
  02. Training Optimization-UiGKhx9pUYc.pt-BR.vtt 874 B
  02. Training Optimization-UiGKhx9pUYc.zh-CN.vtt 840 B
  02. Training Optimization.html 6.18 KB
  03. Testing-EeBZpb-PSac.en.vtt 2.41 KB
  03. Testing-EeBZpb-PSac.mp4 2 MB
  03. Testing-EeBZpb-PSac.pt-BR.vtt 2.37 KB
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  03. Testing.html 6.08 KB
  04. Overfitting and Underfitting.html 6.23 KB
  04. Underfitting And Overfitting-xj4PlXMsN-Y.en.vtt 7.49 KB
  04. Underfitting And Overfitting-xj4PlXMsN-Y.mp4 6.42 MB
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  05. Early Stopping.html 6.17 KB
  05. Model Complexity Graph-NnS0FJyVcDQ.en.vtt 5.32 KB
  05. Model Complexity Graph-NnS0FJyVcDQ.mp4 4.9 MB
  05. Model Complexity Graph-NnS0FJyVcDQ.pt-BR.vtt 5.52 KB
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  06. DL 53 Q Regularization-KxROxcRsHL8.en.vtt 1.15 KB
  06. DL 53 Q Regularization-KxROxcRsHL8.mp4 1.01 MB
  06. DL 53 Q Regularization-KxROxcRsHL8.pt-BR.vtt 1.16 KB
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  06. Regularization.html 7.2 KB
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  08. Dropout-Ty6K6YiGdBs.en.vtt 4.71 KB
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  09. Local Minima-gF_sW_nY-xw.en.vtt 1.14 KB
  09. Local Minima-gF_sW_nY-xw.mp4 819.86 KB
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  10. Random Restart-idyBBCzXiqg.en.vtt 466 B
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  11. Vanishing Gradient-W_JJm_5syFw.en.vtt 1.46 KB
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  12. Other Activation Functions-kA-1vUt6cvQ.en.vtt 2.68 KB
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  12. Other Activation Functions-kA-1vUt6cvQ.pt-BR.vtt 2.55 KB
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  12. Other Activation Functions.html 6.51 KB
  13. Batch vs Stochastic Gradient Descent-2p58rVgqsgo.en.vtt 4.64 KB
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  13. Batch vs Stochastic Gradient Descent-2p58rVgqsgo.pt-BR.vtt 4.63 KB
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  13. Batch vs Stochastic Gradient Descent.html 6.28 KB
  14. Learning Rate Decay.html 6.14 KB
  14. Learning Rate-TwJ8aSZoh2U.en.vtt 1.12 KB
  14. Learning Rate-TwJ8aSZoh2U.mp4 927.05 KB
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  14. Learning Rate-TwJ8aSZoh2U.zh-CN.vtt 1020 B
  15. Momentum-r-rYz_PEWC8.en.vtt 2.5 KB
  15. Momentum-r-rYz_PEWC8.mp4 2.14 MB
  15. Momentum-r-rYz_PEWC8.pt-BR.vtt 2.7 KB
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  15. Momentum.html 6.09 KB
  16. Error Functions Around the World-34AAcTECu2A.en.vtt 1.17 KB
  16. Error Functions Around the World-34AAcTECu2A.mp4 1.73 MB
  16. Error Functions Around the World-34AAcTECu2A.pt-BR.vtt 1.08 KB
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  16. Error Functions Around the World.html 6.25 KB
  img
  regularization-quiz.png 87.9 KB
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  Part 05-Module 01-Lesson 04_Deep Learning with PyTorch
  01. Instructor.html 5.86 KB
  02. Introducing PyTorch.html 7.36 KB
  03. Part 1 V2-n4mbZYIfKb4.en.vtt 10.47 KB
  03. Part 1 V2-n4mbZYIfKb4.mp4 13.81 MB
  03. Part 1 V2-n4mbZYIfKb4.pt-BR.vtt 9.38 KB
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  03. PyTorch Tensors.html 6.65 KB
  04. Defining Networks.html 6.67 KB
  04. Py Part 2 V1-u50_ZyKqt8g.en.vtt 22.87 KB
  04. Py Part 2 V1-u50_ZyKqt8g.mp4 34.58 MB
  04. Py Part 2 V1-u50_ZyKqt8g.pt-BR.vtt 22.06 KB
  04. Py Part 2 V1-u50_ZyKqt8g.zh-CN.vtt 18.59 KB
  05. Py Part 3 V2-u8hDj5aJK6I.en.vtt 17.71 KB
  05. Py Part 3 V2-u8hDj5aJK6I.mp4 28.37 MB
  05. Py Part 3 V2-u8hDj5aJK6I.pt-BR.vtt 16.67 KB
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  05. Training Networks.html 6.67 KB
  06. Fashion-MNIST Exercise.html 6.7 KB
  06. PyTorch - Part 4-AEJV_RKZ7VU.en.vtt 2.26 KB
  06. PyTorch - Part 4-AEJV_RKZ7VU.mp4 3.32 MB
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  07. Inference Validation.html 6.69 KB
  07. Py Part 5 V2-coBbbrGZXI0.en.vtt 17.41 KB
  07. Py Part 5 V2-coBbbrGZXI0.mp4 27.08 MB
  07. Py Part 5 V2-coBbbrGZXI0.pt-BR.vtt 17.58 KB
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  08. Py Part 6 V1-HiTih59dCWQ.en.vtt 7.76 KB
  08. Py Part 6 V1-HiTih59dCWQ.mp4 15.94 MB
  08. Py Part 6 V1-HiTih59dCWQ.pt-BR.vtt 7.95 KB
  08. Saving and Loading Trained Networks.html 6.6 KB
  09. Loading Data Sets with Torchvision.html 6.72 KB
  09. PyTorch - Part 7-hFu7GTfRWks.en.vtt 10.67 KB
  09. PyTorch - Part 7-hFu7GTfRWks.mp4 14.62 MB
  09. PyTorch - Part 7-hFu7GTfRWks.pt-BR.vtt 10.86 KB
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  10. Py Part 8 V1-3eqn5sgCOsY.en.vtt 12.79 KB
  10. Py Part 8 V1-3eqn5sgCOsY.mp4 24.88 MB
  10. Py Part 8 V1-3eqn5sgCOsY.pt-BR.vtt 13.51 KB
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  10. Transfer Learning.html 6.67 KB
  11. Transfer Learning Solution.html 6.18 KB
  img
  screen-shot-2018-03-19-at-2.49.57-pm.png 442.46 KB
  index.html 4.32 KB
  Part 06-Module 01-Lesson 01_ Create Your Own Image Classifier
  01. Instructor.html 5.91 KB
  02. PROJECT INTRO MAIN V2---9IFCNBM6Y.en.vtt 1.31 KB
  02. PROJECT INTRO MAIN V2---9IFCNBM6Y.mp4 2.85 MB
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  02. Project Intro.html 5.95 KB
  03. Introduction to GPU Workspaces.html 16.4 KB
  04. Updating to PyTorch v0.4.html 6.22 KB
  05. Image Classifier - Part 1 - Development.html 6.7 KB
  06. Image Classifier - Part 1 - Workspace.html 6.4 KB
  07. Image Classifier - Part 2 - Command Line App.html 8.32 KB
  08. Image Classifier - Part 2 - Workspace.html 6.4 KB
  09. Rubric.html 10.01 KB
  Project Description - Create Your Own Image Classifier.html 6.03 KB
  Project Rubric - Create Your Own Image Classifier.html 12.52 KB
  img
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  Part 07-Module 01-Lesson 01_How Do I Continue From Here
  01. Next Steps Into The AI World Outro-40CCUu30w8c.mp4 9.71 MB
  01. Next Steps into the AI World!.html 4.57 KB
  index.html 3.52 KB
  Part 08-Module 01-Lesson 01_What is Version Control
  01. Gitfinal L1 01 Welcome-lbR82UD5F0c.ar.vtt 4.78 KB
  01. Gitfinal L1 01 Welcome-lbR82UD5F0c.en.vtt 3.54 KB
  01. Gitfinal L1 01 Welcome-lbR82UD5F0c.mp4 8.89 MB
  01. Gitfinal L1 01 Welcome-lbR82UD5F0c.pt-BR.vtt 3.47 KB
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  01. Gitfinal L1 03 Version Control Systems-b7TjsVoTo3Q.ar.vtt 2.97 KB
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  01. Gitfinal L1 03 Version Control Systems-b7TjsVoTo3Q.mp4 4.39 MB
  01. Gitfinal L1 03 Version Control Systems-b7TjsVoTo3Q.pt-BR.vtt 2.28 KB
  01. Gitfinal L1 03 Version Control Systems-b7TjsVoTo3Q.zh-CN.vtt 1.91 KB
  01. What is Version Control.html 8.65 KB
  02. Nd016 WebND Ud123 Gitcourse BETAMOJITO L1 11 Google Docs Revision History Walkthrough-GcvvbdKEchk.ar.vtt 2.17 KB
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  02. Nd016 WebND Ud123 Gitcourse BETAMOJITO L1 11 Google Docs Revision History Walkthrough-GcvvbdKEchk.pt-BR.vtt 1.78 KB
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  02. Version Control In Daily Use.html 10.18 KB
  03. Git and Version Control Terminology.html 13.82 KB
  03. Gitfinal L1 13 Git'S Terminology-bf26adzeqMM.ar.vtt 3.63 KB
  03. Gitfinal L1 13 Git'S Terminology-bf26adzeqMM.en.vtt 2.65 KB
  03. Gitfinal L1 13 Git'S Terminology-bf26adzeqMM.mp4 10.33 MB
  03. Gitfinal L1 13 Git'S Terminology-bf26adzeqMM.pt-BR.vtt 2.79 KB
  03. Gitfinal L1 13 Git'S Terminology-bf26adzeqMM.zh-CN.vtt 2.42 KB
  03. Nd016 WebND Ud123 Gitcourse BETAMOJITO L1 15 Git The Big Picture-dVil8e0yptQ.ar.vtt 4.7 KB
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  03. Nd016 WebND Ud123 Gitcourse BETAMOJITO L1 17 Git The Big Picture 2-rFtUkk-sCqw.ar.vtt 1.57 KB
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  03. Nd016 WebND Ud123 Gitcourse BETAMOJITO L1 18 Recap-xqD9ImXXXHk.ar.vtt 2.19 KB
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  04. MacLinux Setup.html 11.02 KB
  04. Nd016 WebND Ud123 Gitcourse BETAMOJITO L1 23 Configure Terminal-h00n9QLfbqU.ar.vtt 2.59 KB
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  05. Nd016 WebND Ud123 Gitcourse BETAMOJITO L1 30 Configure Terminal-CCYjHfBk9hw.ar.vtt 3.28 KB
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  05. Nd016 WebND Ud123 Gitcourse BETAMOJITO L1 30 Configure Terminal-CCYjHfBk9hw.mp4 3.77 MB
  05. Nd016 WebND Ud123 Gitcourse BETAMOJITO L1 30 Configure Terminal-CCYjHfBk9hw.pt-BR.vtt 2.76 KB
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  05. Windows Setup.html 10.09 KB
  06. Onward-iXbMaTwfIJI.ar.vtt 1.43 KB
  06. Onward-iXbMaTwfIJI.en.vtt 1.06 KB
  06. Onward-iXbMaTwfIJI.mp4 3.51 MB
  06. Onward-iXbMaTwfIJI.pt-BR.vtt 1.12 KB
  06. Onward-iXbMaTwfIJI.zh-CN.vtt 973 B
  06. Onward.html 5.21 KB
  img
  ud123-l1-git-course-outline.png 378.38 KB
  ud123-l1-google-docs-saving-progress.gif 390.05 KB
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  index.html 3.89 KB
  Part 08-Module 01-Lesson 02_Create A Git Repo
  01. Creating New Repositories - Intro-KT163BkqIeg.ar.vtt 2.38 KB
  01. Creating New Repositories - Intro-KT163BkqIeg.en.vtt 1.82 KB
  01. Creating New Repositories - Intro-KT163BkqIeg.mp4 6.8 MB
  01. Creating New Repositories - Intro-KT163BkqIeg.pt-BR.vtt 1.91 KB
  01. Creating New Repositories - Intro-KT163BkqIeg.zh-CN.vtt 1.68 KB
  01. Intro.html 5.24 KB
  02. Create A Repo From Scratch.html 14.78 KB
  03. Clone An Existing Repo.html 16.24 KB
  04. Determine A Repo's Status.html 15.97 KB
  05. Create A Repo - Outro-h7j4STDFCjs.ar.vtt 959 B
  05. Create A Repo - Outro-h7j4STDFCjs.en.vtt 720 B
  05. Create A Repo - Outro-h7j4STDFCjs.mp4 2.96 MB
  05. Create A Repo - Outro-h7j4STDFCjs.pt-BR.vtt 800 B
  05. Create A Repo - Outro-h7j4STDFCjs.zh-CN.vtt 664 B
  05. Outro.html 5.17 KB
  img
  ud123-l2-.git-directory.png 205.76 KB
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  ud123-l2-base-directory.png 82.6 KB
  ud123-l2-course-git-blog-project-in-browser.png 968.54 KB
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  ud123-l2-git-init.gif 75.86 KB
  ud123-l2-git-status-blog-project.gif 70.78 KB
  ud123-l2-git-status-new-project.gif 65.36 KB
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  index.html 3.78 KB
  Part 08-Module 01-Lesson 03_Review a Repo's History
  01. A Repository's History - Intro-UBmg3syQS0E.ar.vtt 4.91 KB
  01. A Repository's History - Intro-UBmg3syQS0E.en.vtt 3.89 KB
  01. A Repository's History - Intro-UBmg3syQS0E.mp4 12.31 MB
  01. A Repository's History - Intro-UBmg3syQS0E.pt-BR.vtt 4.13 KB
  01. A Repository's History - Intro-UBmg3syQS0E.zh-CN.vtt 3.46 KB
  01. Intro.html 5.52 KB
  02. Displaying A Repository's Commits.html 18.61 KB
  02. Nd016 WebND Ud123 Gitcourse BETAMOJITO L3 11 Git Log Output Explained-xJfurQcVYfo.ar.vtt 2.36 KB
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  02. Nd016 WebND Ud123 Gitcourse BETAMOJITO L3 11 Git Log Output Explained-xJfurQcVYfo.mp4 2.22 MB
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  03. Changing How Git Log Displays Information.html 13.12 KB
  03. Nd016 WebND Ud123 Gitcourse BETAMOJITO L3 25 Git Log Vs Git Log --Oneline Walkthru-rn6v_QgYFnU.ar.vtt 1.46 KB
  03. Nd016 WebND Ud123 Gitcourse BETAMOJITO L3 25 Git Log Vs Git Log --Oneline Walkthru-rn6v_QgYFnU.en.vtt 1.14 KB
  03. Nd016 WebND Ud123 Gitcourse BETAMOJITO L3 25 Git Log Vs Git Log --Oneline Walkthru-rn6v_QgYFnU.mp4 1.85 MB
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  03. Nd016 WebND Ud123 Gitcourse BETAMOJITO L3 27 Confession Corner-xtsugblSwrU.ar.vtt 2.15 KB
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  03. Nd016 WebND Ud123 Gitcourse BETAMOJITO L3 27 Confession Corner-xtsugblSwrU.mp4 4.23 MB
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  03. Nd016 WebND Ud123 Gitcourse BETAMOJITO L3 27 Confession Corner-xtsugblSwrU.zh-CN.vtt 1.49 KB
  04. Nd016 WebND Ud123 Gitcourse BETAMOJITO L3 33 Git Log Vs Git Log --Stat Walkthru-aOICKP_9xiY.ar.vtt 1.27 KB
  04. Nd016 WebND Ud123 Gitcourse BETAMOJITO L3 33 Git Log Vs Git Log --Stat Walkthru-aOICKP_9xiY.en.vtt 1023 B
  04. Nd016 WebND Ud123 Gitcourse BETAMOJITO L3 33 Git Log Vs Git Log --Stat Walkthru-aOICKP_9xiY.mp4 1.61 MB
  04. Nd016 WebND Ud123 Gitcourse BETAMOJITO L3 33 Git Log Vs Git Log --Stat Walkthru-aOICKP_9xiY.pt-BR.vtt 1.07 KB
  04. Nd016 WebND Ud123 Gitcourse BETAMOJITO L3 33 Git Log Vs Git Log --Stat Walkthru-aOICKP_9xiY.zh-CN.vtt 948 B
  04. Viewing Modified Files.html 13.28 KB
  05. Nd016 WebND Ud123 Gitcourse BETAMOJITO L3 42 Git Log -P Output Walkthru-A8Kwocr-K8c.ar.vtt 6.92 KB
  05. Nd016 WebND Ud123 Gitcourse BETAMOJITO L3 42 Git Log -P Output Walkthru-A8Kwocr-K8c.en.vtt 5.22 KB
  05. Nd016 WebND Ud123 Gitcourse BETAMOJITO L3 42 Git Log -P Output Walkthru-A8Kwocr-K8c.mp4 6.19 MB
  05. Nd016 WebND Ud123 Gitcourse BETAMOJITO L3 42 Git Log -P Output Walkthru-A8Kwocr-K8c.pt-BR.vtt 5.56 KB
  05. Nd016 WebND Ud123 Gitcourse BETAMOJITO L3 42 Git Log -P Output Walkthru-A8Kwocr-K8c.zh-CN.vtt 4.72 KB
  05. Viewing File Changes.html 16.55 KB
  06. Viewing A Specific Commit.html 11.1 KB
  07. A Repository's History - Outro-9rUf2HbdAd8.ar.vtt 1.47 KB
  07. A Repository's History - Outro-9rUf2HbdAd8.en.vtt 1.01 KB
  07. A Repository's History - Outro-9rUf2HbdAd8.mp4 4.39 MB
  07. A Repository's History - Outro-9rUf2HbdAd8.pt-BR.vtt 1.06 KB
  07. A Repository's History - Outro-9rUf2HbdAd8.zh-CN.vtt 933 B
  07. Outro.html 5.52 KB
  img
  ud123-l3-git-log-output.png 286.38 KB
  ud123-l3-git-log-p-lines-removed-annotated.png 265.93 KB
  ud123-l3-git-log-p.png 110.08 KB
  ud123-l3-git-log-stat.gif 206.74 KB
  ud123-l3-git-log-vs-git-log-oneline.png 504.63 KB
  ud123-l3-git-log-vs-git-log-stat.png 404.31 KB
  ud123-l3-git-status-output.png 174.21 KB
  ud123-l3-project-in-editor.png 490.08 KB
  index.html 4.01 KB
  Part 08-Module 01-Lesson 04_Add Commits To A Repo
  01. Adding Commits To A Repo - Intro-sLcOFQ4mGvo.ar.vtt 2.55 KB
  01. Adding Commits To A Repo - Intro-sLcOFQ4mGvo.en.vtt 2 KB
  01. Adding Commits To A Repo - Intro-sLcOFQ4mGvo.mp4 7.48 MB
  01. Adding Commits To A Repo - Intro-sLcOFQ4mGvo.pt-BR.vtt 1.77 KB
  01. Adding Commits To A Repo - Intro-sLcOFQ4mGvo.zh-CN.vtt 1.83 KB
  01. Intro.html 5.34 KB
  02. Git Add.html 20.66 KB
  03. Git Commit.html 21.43 KB
  04. Commit Messages.html 11.25 KB
  05. Git Diff.html 7.96 KB
  06. Having Git Ignore Files.html 13.17 KB
  07. Outro-5eyvsMvAPYs.ar.vtt 1.55 KB
  07. Outro-5eyvsMvAPYs.en.vtt 1.33 KB
  07. Outro-5eyvsMvAPYs.mp4 4.96 MB
  07. Outro-5eyvsMvAPYs.pt-BR.vtt 1.39 KB
  07. Outro-5eyvsMvAPYs.zh-CN.vtt 1.25 KB
  07. Outro.html 5.18 KB
  img
  ud123-l4-git-add-to-staging-recap.gif 2 MB
  ud123-l4-git-add.gif 352.75 KB
  ud123-l4-git-commit-details-section.png 364.44 KB
  ud123-l4-git-commit-editor.png 313.05 KB
  ud123-l4-git-commit-finished.png 184.69 KB
  ud123-l4-git-commit-initial-commit.png 318.65 KB
  ud123-l4-git-commit-terminal-hangs.png 111 KB
  ud123-l4-git-diff.png 179.5 KB
  ud123-l4-git-gitignore.png 191.41 KB
  ud123-l4-git-ignore-word-doc.png 192.8 KB
  ud123-l4-git-status-after-git-add.png 222.26 KB
  ud123-l4-git-status-all-files.png 191.94 KB
  ud123-l4-git-status-modified-files.png 208.52 KB
  ud123-l4-git-status-with-untracked.png 222.97 KB
  ud123-l4-git-status.png 167.54 KB
  ud123-l4-new-git-project.png 110.42 KB
  index.html 3.83 KB
  Part 08-Module 01-Lesson 05_Tagging, Branching, and Merging
  01. Intro.html 5.38 KB
  01. Tagging, Branching, And Merging - Intro-sMf_r4_z-Ls.ar.vtt 2.38 KB
  01. Tagging, Branching, And Merging - Intro-sMf_r4_z-Ls.en.vtt 1.81 KB
  01. Tagging, Branching, And Merging - Intro-sMf_r4_z-Ls.mp4 6.59 MB
  01. Tagging, Branching, And Merging - Intro-sMf_r4_z-Ls.pt-BR.vtt 1.58 KB
  01. Tagging, Branching, And Merging - Intro-sMf_r4_z-Ls.zh-CN.vtt 1.63 KB
  02. Nd016 WebND Ud123 Gitcourse BETAMOJITO L5 03 Tagging Overview-D4VdXT72ASE.ar.vtt 2.17 KB
  02. Nd016 WebND Ud123 Gitcourse BETAMOJITO L5 03 Tagging Overview-D4VdXT72ASE.en.vtt 1.67 KB
  02. Nd016 WebND Ud123 Gitcourse BETAMOJITO L5 03 Tagging Overview-D4VdXT72ASE.mp4 1.06 MB
  02. Nd016 WebND Ud123 Gitcourse BETAMOJITO L5 03 Tagging Overview-D4VdXT72ASE.pt-BR.vtt 1.54 KB
  02. Nd016 WebND Ud123 Gitcourse BETAMOJITO L5 03 Tagging Overview-D4VdXT72ASE.zh-CN.vtt 1.59 KB
  02. Tagging.html 18.25 KB
  03. Branching.html 19.12 KB
  03. Nd016 WebND Ud123 Gitcourse BETAMOJITO L5 26 Branching Overview-ywcOC6CLG4s.ar.vtt 6.46 KB
  03. Nd016 WebND Ud123 Gitcourse BETAMOJITO L5 26 Branching Overview-ywcOC6CLG4s.en.vtt 4.92 KB
  03. Nd016 WebND Ud123 Gitcourse BETAMOJITO L5 26 Branching Overview-ywcOC6CLG4s.mp4 3.55 MB
  03. Nd016 WebND Ud123 Gitcourse BETAMOJITO L5 26 Branching Overview-ywcOC6CLG4s.pt-BR.vtt 4.53 KB
  03. Nd016 WebND Ud123 Gitcourse BETAMOJITO L5 26 Branching Overview-ywcOC6CLG4s.zh-CN.vtt 4.53 KB
  04. Branching Effectively.html 27.89 KB
  04. Nd016 WebND Ud123 Gitcourse BETAMOJITO L5 54 Content On Different Branches-Px6EUylw8Uw.ar.vtt 837 B
  04. Nd016 WebND Ud123 Gitcourse BETAMOJITO L5 54 Content On Different Branches-Px6EUylw8Uw.en.vtt 651 B
  04. Nd016 WebND Ud123 Gitcourse BETAMOJITO L5 54 Content On Different Branches-Px6EUylw8Uw.mp4 499.47 KB
  04. Nd016 WebND Ud123 Gitcourse BETAMOJITO L5 54 Content On Different Branches-Px6EUylw8Uw.pt-BR.vtt 617 B
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  05. Merging.html 17.01 KB
  05. Nd016 WebND Ud123 Gitcourse BETAMOJITO L5 71 Merging-gQiWicrreJg.ar.vtt 2.57 KB
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  05. Nd016 WebND Ud123 Gitcourse BETAMOJITO L5 71 Merging-gQiWicrreJg.mp4 1.43 MB
  05. Nd016 WebND Ud123 Gitcourse BETAMOJITO L5 71 Merging-gQiWicrreJg.pt-BR.vtt 1.68 KB
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  06. Merge Conflicts.html 20 KB
  07. Outro-ot4fPX1jzOI.ar.vtt 1.43 KB
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  07. Outro-ot4fPX1jzOI.mp4 3.8 MB
  07. Outro-ot4fPX1jzOI.pt-BR.vtt 1.08 KB
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  07. Outro.html 5.18 KB
  img
  ud123-l5-branch-current.png 54.47 KB
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  ud123-l5-editor-with-tag-message.png 280.85 KB
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  ud123-l5-git-branch.png 144.17 KB
  ud123-l5-git-checkout-b-footer-master.png 183.94 KB
  ud123-l5-git-checkout-sidebar.png 154.24 KB
  ud123-l5-git-log-branches.png 143.82 KB
  ud123-l5-git-log-decorate.png 265.33 KB
  ud123-l5-git-log-graph-all.png 248.44 KB
  ud123-l5-git-log-pre-tag.png 124.69 KB
  ud123-l5-git-merge-conflict-indicators.png 335.98 KB
  ud123-l5-git-merge-conflict-prep.png 303.72 KB
  ud123-l5-git-merge-conflict-prep2.png 321.08 KB
  ud123-l5-git-merge-conflict.png 193.74 KB
  ud123-l5-git-merge-sidebar.png 177 KB
  ud123-l5-git-tag-delete.png 180.4 KB
  ud123-l5-git-tag.png 139.67 KB
  ud123-l5-merge-fast-forward.gif 595.42 KB
  ud123-l5-resolve-merge-conflict.gif 7.73 MB
  index.html 3.85 KB
  Part 08-Module 01-Lesson 06_Undoing Changes
  01. Intro.html 5.24 KB
  01. Undoing Changes - Intro-Kfi7l41wUVc.ar.vtt 2.44 KB
  01. Undoing Changes - Intro-Kfi7l41wUVc.en.vtt 1.86 KB
  01. Undoing Changes - Intro-Kfi7l41wUVc.mp4 6.31 MB
  01. Undoing Changes - Intro-Kfi7l41wUVc.pt-BR.vtt 1.71 KB
  01. Undoing Changes - Intro-Kfi7l41wUVc.zh-CN.vtt 1.78 KB
  02. Modifying The Last Commit.html 6.79 KB
  03. Reverting A Commit.html 8.36 KB
  04. Nd016 WebND Ud123 Gitcourse BETAMOJITO L6 17 Soft Vs Medium Vs Hard Walkthrough-UN7ki2G2yKc.ar.vtt 3.58 KB
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  04. Nd016 WebND Ud123 Gitcourse BETAMOJITO L6 17 Soft Vs Medium Vs Hard Walkthrough-UN7ki2G2yKc.pt-BR.vtt 2.67 KB
  04. Nd016 WebND Ud123 Gitcourse BETAMOJITO L6 17 Soft Vs Medium Vs Hard Walkthrough-UN7ki2G2yKc.zh-CN.vtt 2.49 KB
  04. Resetting Commits.html 23.11 KB
  05. Lesson Outro.html 5.21 KB
  05. Undoing Changes--_PPVk2UZMU.ar.vtt 904 B
  05. Undoing Changes--_PPVk2UZMU.en.vtt 651 B
  05. Undoing Changes--_PPVk2UZMU.mp4 2.59 MB
  05. Undoing Changes--_PPVk2UZMU.pt-BR.vtt 646 B
  05. Undoing Changes--_PPVk2UZMU.zh-CN.vtt 597 B
  06. Course Outro-twn_cheqoK8.ar.vtt 1.31 KB
  06. Course Outro-twn_cheqoK8.en.vtt 998 B
  06. Course Outro-twn_cheqoK8.mp4 2.67 MB
  06. Course Outro-twn_cheqoK8.pt-BR.vtt 896 B
  06. Course Outro-twn_cheqoK8.zh-CN.vtt 928 B
  06. Course Outro.html 5.74 KB
  img
  ud123-l6-git-revert-hard.png 95.16 KB
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  ud123-l6-git-revert-post.png 74.17 KB
  ud123-l6-git-revert-prep.png 155.04 KB
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  index.html 3.81 KB
  Part 08-Module 02-Lesson 01_Working With Remotes
  01. Intro-SBUOhyXcR1Q.ar.vtt 3.85 KB
  01. Intro-SBUOhyXcR1Q.en.vtt 2.81 KB
  01. Intro-SBUOhyXcR1Q.mp4 8.34 MB
  01. Intro-SBUOhyXcR1Q.pt-BR.vtt 2.82 KB
  01. Intro-SBUOhyXcR1Q.zh-CN.vtt 2.49 KB
  01. Intro.html 6.35 KB
  02. L1 - Remote Repos Intro-AnSlYftJnwA.ar.vtt 3.08 KB
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  02. L1 - Remote Repos Intro-AnSlYftJnwA.mp4 4.11 MB
  02. L1 - Remote Repos Intro-AnSlYftJnwA.pt-BR.vtt 2.25 KB
  02. L1 - Remote Repos Intro-AnSlYftJnwA.zh-CN.vtt 1.97 KB
  02. L1 - Sending Branches To Remote-414f0ukhOTY.ar.vtt 1.27 KB
  02. L1 - Sending Branches To Remote-414f0ukhOTY.en.vtt 1.01 KB
  02. L1 - Sending Branches To Remote-414f0ukhOTY.mp4 826.62 KB
  02. L1 - Sending Branches To Remote-414f0ukhOTY.pt-BR.vtt 982 B
  02. L1 - Sending Branches To Remote-414f0ukhOTY.zh-CN.vtt 1017 B
  02. Remote Repositories.html 11.74 KB
  03. Add A Remote Repository.html 32.04 KB
  03. L1 - New Repo Git Commands On GitHub-myuGLZLYpYY.ar.vtt 2.92 KB
  03. L1 - New Repo Git Commands On GitHub-myuGLZLYpYY.en.vtt 2.23 KB
  03. L1 - New Repo Git Commands On GitHub-myuGLZLYpYY.mp4 2.6 MB
  03. L1 - New Repo Git Commands On GitHub-myuGLZLYpYY.pt-BR.vtt 2.03 KB
  03. L1 - New Repo Git Commands On GitHub-myuGLZLYpYY.zh-CN.vtt 2.1 KB
  04. L1 - Git Push In Theory-21TvMEtMRys.ar.vtt 927 B
  04. L1 - Git Push In Theory-21TvMEtMRys.en.vtt 665 B
  04. L1 - Git Push In Theory-21TvMEtMRys.mp4 656.11 KB
  04. L1 - Git Push In Theory-21TvMEtMRys.pt-BR.vtt 666 B
  04. L1 - Git Push In Theory-21TvMEtMRys.zh-CN.vtt 616 B
  04. Push Changes To A Remote.html 14.29 KB
  05. L1 - Adding A Commit On GitHub-UBYxcTg6VLU.ar.vtt 3.6 KB
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  05. L1 - Adding A Commit On GitHub-UBYxcTg6VLU.mp4 3.29 MB
  05. L1 - Adding A Commit On GitHub-UBYxcTg6VLU.pt-BR.vtt 2.68 KB
  05. L1 - Adding A Commit On GitHub-UBYxcTg6VLU.zh-CN.vtt 2.5 KB
  05. L1 - Git Pull In Theory-MjNU2LTDVAA.ar.vtt 1.52 KB
  05. L1 - Git Pull In Theory-MjNU2LTDVAA.en.vtt 1 KB
  05. L1 - Git Pull In Theory-MjNU2LTDVAA.mp4 898.5 KB
  05. L1 - Git Pull In Theory-MjNU2LTDVAA.pt-BR.vtt 1 KB
  05. L1 - Git Pull In Theory-MjNU2LTDVAA.zh-CN.vtt 1020 B
  05. Pulling Changes From A Remote.html 14.4 KB
  06. L1 - Fetch Merge And Push-jwyQUfE1Eqw.ar.vtt 2.09 KB
  06. L1 - Fetch Merge And Push-jwyQUfE1Eqw.en.vtt 1.51 KB
  06. L1 - Fetch Merge And Push-jwyQUfE1Eqw.mp4 1.29 MB
  06. L1 - Fetch Merge And Push-jwyQUfE1Eqw.pt-BR.vtt 1.51 KB
  06. L1 - Fetch Merge And Push-jwyQUfE1Eqw.zh-CN.vtt 1.43 KB
  06. Pull Vs Fetch-kxXdk2HcOBo.ar.vtt 1.24 KB
  06. Pull Vs Fetch-kxXdk2HcOBo.en.vtt 913 B
  06. Pull Vs Fetch-kxXdk2HcOBo.mp4 787.86 KB
  06. Pull Vs Fetch-kxXdk2HcOBo.pt-BR.vtt 938 B
  06. Pull Vs Fetch-kxXdk2HcOBo.zh-CN.vtt 893 B
  06. Pull vs Fetch.html 8.47 KB
  07. Lesson Wrap Up-6Koa4nAu-04.ar.vtt 946 B
  07. Lesson Wrap Up-6Koa4nAu-04.en.vtt 737 B
  07. Lesson Wrap Up-6Koa4nAu-04.mp4 2.82 MB
  07. Lesson Wrap Up-6Koa4nAu-04.pt-BR.vtt 820 B
  07. Lesson Wrap Up-6Koa4nAu-04.zh-CN.vtt 695 B
  07. Lesson Wrap Up.html 5.35 KB
  img
  ud456-l1-02-local-and-remote-repos.png 38.93 KB
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  ud456-l1-04-commit-count-remote.png 408.66 KB
  ud456-l1-04-git-pull.png 325.51 KB
  ud456-l1-git-remote-add-terminal.png 249.26 KB
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  ud456-l1-git-remote-no-remote.png 140.37 KB
  ud456-l1-git-remote-shortname.png 147.11 KB
  ud456-l1-github-create-repo-page.png 331.69 KB
  ud456-l1-github-homepage-new-repo-button.png 632.57 KB
  ud456-l1-github-homepage.png 596.72 KB
  ud456-l1-my-travel-plans-project.png 145.33 KB
  ud456-l1-nav-bar-new-repo-link.png 68.16 KB
  ud456-l1-project-commits.png 131.85 KB
  ud456-l1-project-github-no-commits.png 413.25 KB
  ud456-l1-project-on-github-focus.png 183.83 KB
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  ud456-l1-project-push-commits.png 328.26 KB
  index.html 3.94 KB
  Part 08-Module 02-Lesson 02_Working On Another Developer's Repository
  01. Intro-VkqtlJuZ9rs.ar.vtt 1.28 KB
  01. Intro-VkqtlJuZ9rs.en.vtt 1.06 KB
  01. Intro-VkqtlJuZ9rs.mp4 3.4 MB
  01. Intro-VkqtlJuZ9rs.pt-BR.vtt 1.2 KB
  01. Intro-VkqtlJuZ9rs.zh-CN.vtt 946 B
  01. Intro.html 5.01 KB
  02. Forking A Repository.html 15.94 KB
  02. Forking a Repository - What Is Forking-z4mkVwqVztc.ar.vtt 2.16 KB
  02. Forking a Repository - What Is Forking-z4mkVwqVztc.en.vtt 1.72 KB
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  02. L2 - Pushing To A Fork-WRgNpr19t48.ar.vtt 6.87 KB
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  02. L2 - Pushing To A Fork-WRgNpr19t48.mp4 7.65 MB
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  03. Reviewing Existing Work.html 20.2 KB
  04. Determining What To Work On.html 21.25 KB
  img
  ud456-l2-02-clone-linked-to-fork.png 65.36 KB
  ud456-l2-02-git-fork-error.png 155.01 KB
  ud456-l2-03-clone-lighthouse-project.png 299.95 KB
  ud456-l2-03-commit-with-description.png 296.12 KB
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  ud456-l2-04-submit-new-issue.png 327.19 KB
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  Part 08-Module 02-Lesson 03_Staying In Sync With A Remote Repository
  01. Intro-j5RmK0UHOTY.ar.vtt 1.42 KB
  01. Intro-j5RmK0UHOTY.en.vtt 1.07 KB
  01. Intro-j5RmK0UHOTY.mp4 3.22 MB
  01. Intro-j5RmK0UHOTY.pt-BR.vtt 1.05 KB
  01. Intro-j5RmK0UHOTY.zh-CN.vtt 988 B
  01. Intro.html 5.19 KB
  02. Create a Pull Request.html 10.03 KB
  02. L3 - Pull Request In Action-d3AGtKmHxUk.ar.vtt 5.45 KB
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  02. L3 - Pull Request In Action-d3AGtKmHxUk.mp4 4.57 MB
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  02. L3 - Pull Request In Action-d3AGtKmHxUk.zh-CN.vtt 3.76 KB
  02. L3 - Pull Request In Theory-twLr9ndsf90.ar.vtt 3.04 KB
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  02. L3 - Pull Request In Theory-twLr9ndsf90.mp4 1.65 MB
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  03. L3 - Include Upstream Changes-VvoC6hN6FjU.ar.vtt 3.98 KB
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  03. L3 - Include Upstream Changes-VvoC6hN6FjU.mp4 3.01 MB
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  03. Stay in sync with source project.html 19.7 KB
  04. Manage an active PR.html 8.36 KB
  05. L3 - Squashing In Action-cL6ehKtJLUM.ar.vtt 9.9 KB
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  05. L3 - Squashing In Action-cL6ehKtJLUM.mp4 8.16 MB
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  05. L3 - Squashing In Theory-H5JqcdIB5y0.ar.vtt 4.82 KB
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  05. L3 - Squashing In Theory-H5JqcdIB5y0.mp4 2.44 MB
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  05. L3 - Squashing Introduction-mRbeT2XVL9w.ar.vtt 1.68 KB
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  05. L3 - Squashing Introduction-mRbeT2XVL9w.mp4 4.4 MB
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  05. Squash Commits.html 15.29 KB
  06. Course Wrap Up-66Ut8Bv6kgc.ar.vtt 1.68 KB
  06. Course Wrap Up-66Ut8Bv6kgc.en.vtt 1.34 KB
  06. Course Wrap Up-66Ut8Bv6kgc.mp4 4 MB
  06. Course Wrap Up-66Ut8Bv6kgc.pt-BR.vtt 1.3 KB
  06. Course Wrap Up-66Ut8Bv6kgc.zh-CN.vtt 1.17 KB
  06. Course Wrap Up.html 6.76 KB
  img
  ud456-l3-03-add-upstream-remote.png 137.9 KB
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  ud456-l3-03-git-log-of-upstream-changes.png 143.76 KB
  ud456-l3-03-git-remotes-origin.png 89.27 KB
  ud456-l3-03-rename-repos.png 153.18 KB
  ud456-l3-03-starred-repos.png 433.92 KB
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  index.html 3.89 KB
  Part 09-Module 01-Lesson 01_Shell Workshop
  01. Shell Intro--EtN5oD8MM0.ar.vtt 5.39 KB
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  01. Shell Intro--EtN5oD8MM0.mp4 10.76 MB
  01. Shell Intro--EtN5oD8MM0.pt-BR.vtt 3.51 KB
  01. Shell Intro--EtN5oD8MM0.zh-CN.vtt 3.76 KB
  01. Welcome!.html 6.54 KB
  02. Ud206 002 P0 Windows Installing Git Bash-UQZvV6VTlGQ.ar.vtt 3.89 KB
  02. Ud206 002 P0 Windows Installing Git Bash-UQZvV6VTlGQ.en.vtt 3.3 KB
  02. Ud206 002 P0 Windows Installing Git Bash-UQZvV6VTlGQ.mp4 4.41 MB
  02. Ud206 002 P0 Windows Installing Git Bash-UQZvV6VTlGQ.pt-BR.vtt 2.75 KB
  02. Ud206 002 P0 Windows Installing Git Bash-UQZvV6VTlGQ.zh-CN.vtt 3.08 KB
  02. Windows Installing Git Bash.html 8.91 KB
  03. Opening a terminal.html 7.25 KB
  03. Ud206 003 Shell P1 - Opening A Terminal-4q6Vtym-nno.ar.vtt 2.87 KB
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  03. Ud206 003 Shell P1 - Opening A Terminal-4q6Vtym-nno.pt-BR.vtt 2.1 KB
  03. Ud206 003 Shell P1 - Opening A Terminal-4q6Vtym-nno.zh-CN.vtt 2.26 KB
  04. Ud206 004 Shell P2 - Your First Command-ggf5WhOYy1U.ar.vtt 3.12 KB
  04. Ud206 004 Shell P2 - Your First Command-ggf5WhOYy1U.en.vtt 2.65 KB
  04. Ud206 004 Shell P2 - Your First Command-ggf5WhOYy1U.mp4 2.09 MB
  04. Ud206 004 Shell P2 - Your First Command-ggf5WhOYy1U.pt-BR.vtt 1.99 KB
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  04. Your first command (echo).html 7.99 KB
  05. Navigating directories (ls, cd, ..).html 7.85 KB
  05. Ud206 006 Shell P3 - Navigating Directories-i9Xp94DmdB8.ar.vtt 2.72 KB
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  05. Ud206 006 Shell P3 - Navigating Directories-i9Xp94DmdB8.mp4 1.82 MB
  05. Ud206 006 Shell P3 - Navigating Directories-i9Xp94DmdB8.pt-BR.vtt 2.1 KB
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  06. Current working directory (pwd).html 7.7 KB
  06. Ud206 007 Shell P4 - Current Working Directory-X7dsy3oMHp0.ar.vtt 2.69 KB
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  06. Ud206 007 Shell P4 - Current Working Directory-X7dsy3oMHp0.mp4 2.18 MB
  06. Ud206 007 Shell P4 - Current Working Directory-X7dsy3oMHp0.pt-BR.vtt 2.03 KB
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  07. Parameters and options (ls -l).html 9.42 KB
  07. Ud206 008 Shell P5 - Parameters-UX9mzq11Mmg.ar.vtt 1.95 KB
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  07. Ud206 008 Shell P5 - Parameters-UX9mzq11Mmg.mp4 2.06 MB
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  08. Organizing your files (mkdir, mv).html 9.11 KB
  08. Ud206 009 Shell P6 - Organizing Your Files-NZsYyzzpJXA.ar.vtt 3.21 KB
  08. Ud206 009 Shell P6 - Organizing Your Files-NZsYyzzpJXA.en.vtt 2.31 KB
  08. Ud206 009 Shell P6 - Organizing Your Files-NZsYyzzpJXA.mp4 2.55 MB
  08. Ud206 009 Shell P6 - Organizing Your Files-NZsYyzzpJXA.pt-BR.vtt 2.06 KB
  08. Ud206 009 Shell P6 - Organizing Your Files-NZsYyzzpJXA.zh-CN.vtt 2.16 KB
  09. Downloading (curl).html 8.2 KB
  09. Ud206 011 Shell P7 - Downloading-h7FhU1f4TgE.ar.vtt 4 KB
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  09. Ud206 011 Shell P7.1 - Downloading Solution-1oEJUA-b0kE.ar.vtt 1.27 KB
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  10. Ud206 013 Shell P8 - Viewing Files-hPPVMKqbQV0.ar.vtt 2.34 KB
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  10. Viewing files (cat, less).html 7.41 KB
  11. Removing things (rm, rmdir).html 8.17 KB
  11. Ud206 014 Shell P9 - Removing Things-it19PvJarbk.ar.vtt 2.03 KB
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  11. Ud206 014 Shell P9 - Removing Things-it19PvJarbk.pt-BR.vtt 1.35 KB
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  12. Searching and pipes (grep, wc).html 8.22 KB
  12. Ud206 016 Shell P10 - Searching And Pipes-AWpVScp9z4s.ar.vtt 4.81 KB
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  13. Shell and environment variables.html 7.95 KB
  13. Ud206 017 Shell P11 - Variables-Dx3WlMZk8iA.en.vtt 2.94 KB
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  14. Startup files (.bash_profile).html 6.86 KB
  14. Ud206 018 P12 Startup Files (.bash_profile)--zF-XebfzBE.ar.vtt 5.14 KB
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  14. Ud206 018 P12 Startup Files (.bash_profile)--zF-XebfzBE.mp4 3.12 MB
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  15. Controlling the shell prompt ($PS1).html 7.29 KB
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  15. Ud206 020 Shell P13 Controlling The Shell Prompt ($PS1)-nnqvRZ-Fx3k.mp4 3.73 MB
  15. Ud206 020 Shell P13 Controlling The Shell Prompt ($PS1)-nnqvRZ-Fx3k.pt-BR.vtt 2.23 KB
  15. Ud206 020 Shell P13 Controlling The Shell Prompt ($PS1)-nnqvRZ-Fx3k.zh-CN.vtt 2.71 KB
  16. Aliases.html 6.72 KB
  16. Ud206 021 Shell P14 Aliases-kINmpgXxayM.ar.vtt 3.69 KB
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  17. Keep learning!.html 7.29 KB
  17. Ud206 022 Shell Workshop Outro-68twTPXPrx0.ar.vtt 1.52 KB
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  17. Ud206 022 Shell Workshop Outro-68twTPXPrx0.mp4 3.4 MB
  17. Ud206 022 Shell Workshop Outro-68twTPXPrx0.pt-BR.vtt 920 B
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  index.html 4.91 KB
  Part 10-Module 01-Lesson 01_Intro
  01. Introduction-bYeteZQrUcE.en.vtt 2.36 KB
  01. Introduction-bYeteZQrUcE.mp4 6.79 MB
  01. Introduction-bYeteZQrUcE.pt-BR.vtt 2.48 KB
  01. Introduction-bYeteZQrUcE.zh-CN.vtt 2.01 KB
  01. What Is Machine Learning.html 4.65 KB
  index.html 3.47 KB
  Part 10-Module 01-Lesson 02_Linear Regression
  01. DLND REG 01 Quiz Housing Prices V2-8CSBiVKu35Q.en.vtt 1.36 KB
  01. DLND REG 01 Quiz Housing Prices V2-8CSBiVKu35Q.mp4 1.48 MB
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  01. Quiz Housing Prices.html 6.19 KB
  02. Solution Housing Prices-uhdTulw9-Nc.en.vtt 939 B
  02. Solution Housing Prices-uhdTulw9-Nc.mp4 1001.4 KB
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  02. Solution Housing Prices.html 4.93 KB
  03. Fitting A Line-gkdoknEEcaI.en.vtt 1.41 KB
  03. Fitting A Line-gkdoknEEcaI.mp4 1.12 MB
  03. Fitting A Line-gkdoknEEcaI.pt-BR.vtt 1.42 KB
  03. Fitting a Line Through Data.html 4.89 KB
  04. Want to keep learning.html 5.2 KB
  img
  house.png 491.52 KB
  intro-to-ml.png 14.26 KB
  index.html 3.74 KB
  Part 10-Module 01-Lesson 03_Logistic Regression
  01. Classification Problems 1.html 6 KB
  01. Classsification Example-Dh625piH7Z0.en.vtt 2.7 KB
  01. Classsification Example-Dh625piH7Z0.mp4 2.07 MB
  01. Classsification Example-Dh625piH7Z0.pt-BR.vtt 2.51 KB
  01. Classsification Example-Dh625piH7Z0.zh-CN.vtt 2.37 KB
  02. Classification Example-46PywnGa_cQ.en.vtt 1.76 KB
  02. Classification Example-46PywnGa_cQ.mp4 1.62 MB
  02. Classification Example-46PywnGa_cQ.pt-BR.vtt 1.6 KB
  02. Classification Example-46PywnGa_cQ.zh-CN.vtt 1.65 KB
  02. Classification Problems 2.html 4.83 KB
  img
  student-quiz.png 748.98 KB
  index.html 3.59 KB
  Part 10-Module 01-Lesson 04_Decision Trees
  01. MLND SL DT 01 Recommending Apps 1 MAIN V3-uI_yNrqqKVg.en.vtt 1.66 KB
  01. MLND SL DT 01 Recommending Apps 1 MAIN V3-uI_yNrqqKVg.mp4 4.8 MB
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  01. MLND SL DT 01 Recommending Apps 1 MAIN V3-uI_yNrqqKVg.zh-CN.vtt 1.53 KB
  01. Recommending Apps 1.html 8.32 KB
  02. MLND SL DT 02 Recommending Apps 2 MAIN V3-KSrIYqKZwCA.en.vtt 1.56 KB
  02. MLND SL DT 02 Recommending Apps 2 MAIN V3-KSrIYqKZwCA.mp4 4.19 MB
  02. MLND SL DT 02 Recommending Apps 2 MAIN V3-KSrIYqKZwCA.pt-BR.vtt 1.46 KB
  02. MLND SL DT 02 Recommending Apps 2 MAIN V3-KSrIYqKZwCA.zh-CN.vtt 1.41 KB
  02. Recommending Apps 2.html 6.34 KB
  03. Recommending Apps 3.html 5.1 KB
  03. Recommending Apps-nEvW8B1HNq4.en.vtt 2.78 KB
  03. Recommending Apps-nEvW8B1HNq4.mp4 6.32 MB
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  04. MLND SL DT 04 Q Student Admissions V3 MAIN V1-MOa335cQGI4.en.vtt 1.8 KB
  04. MLND SL DT 04 Q Student Admissions V3 MAIN V1-MOa335cQGI4.mp4 4.16 MB
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  04. MLND SL DT 04 Q Student Admissions V3 MAIN V1-MOa335cQGI4.zh-CN.vtt 1.64 KB
  04. Quiz Student Admissions.html 6.49 KB
  05. Solution Student Admissions.html 5.34 KB
  05. Student Admissions-TdgBi6LtOB8.en.vtt 2.5 KB
  05. Student Admissions-TdgBi6LtOB8.mp4 5.41 MB
  05. Student Admissions-TdgBi6LtOB8.pt-BR.vtt 2.31 KB
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  img
  recommending-apps.png 140.56 KB
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  Part 10-Module 01-Lesson 05_Naive Bayes
  01. Guess the Person.html 5.03 KB
  01. SL NB 01 Guess The Person V1 V1-tAOAjI-7ins.en.vtt 3.4 KB
  01. SL NB 01 Guess The Person V1 V1-tAOAjI-7ins.mp4 8.49 MB
  01. SL NB 01 Guess The Person V1 V1-tAOAjI-7ins.pt-BR.vtt 3.25 KB
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  02. Guess the Person Now.html 5.33 KB
  02. SL NB 03 Guess The Person Now V1 V2-pQgO1KF90yU.en.vtt 7.22 KB
  02. SL NB 03 Guess The Person Now V1 V2-pQgO1KF90yU.mp4 21.06 MB
  02. SL NB 03 Guess The Person Now V1 V2-pQgO1KF90yU.pt-BR.vtt 7.27 KB
  02. SL NB 03 Guess The Person Now V1 V2-pQgO1KF90yU.zh-CN.vtt 6.05 KB
  03. Bayesian Learning 1.html 8.26 KB
  03. SL NB 07 Q Bayesian Learning 1 V1 V4-J4BmsKXPnkA.en.vtt 2.38 KB
  03. SL NB 07 Q Bayesian Learning 1 V1 V4-J4BmsKXPnkA.mp4 6.09 MB
  03. SL NB 07 Q Bayesian Learning 1 V1 V4-J4BmsKXPnkA.pt-BR.vtt 2.22 KB
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  04. Bayesian Learning 2.html 5.06 KB
  04. SL NB 08 S Bayesian Learning 2 V1 V6-3rIYZgCXVXY.en.vtt 1.58 KB
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  04. SL NB 08 S Bayesian Learning 2 V1 V6-3rIYZgCXVXY.pt-BR.vtt 1.59 KB
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  img
  spamham.png 135.09 KB
  index.html 3.7 KB
  Part 10-Module 01-Lesson 06_Support Vector Machines
  01. SVM 01 Which Line Is Better V1-NCml_NCvd1I.en.vtt 701 B
  01. SVM 01 Which Line Is Better V1-NCml_NCvd1I.mp4 1.55 MB
  01. SVM 01 Which Line Is Better V1-NCml_NCvd1I.pt-BR.vtt 638 B
  01. SVM 01 Which Line Is Better V1-NCml_NCvd1I.zh-CN.vtt 588 B
  01. Which line is better.html 6.51 KB
  02. Minimizing Distances.html 5.53 KB
  02. SVM 02 Minimizing Distances V1-mNKk2dBsNGA.en.vtt 1.4 KB
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  Part 10-Module 01-Lesson 08_Outro
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Description


Udacity - AI Programming with Python Nanodegree Download

Learn Python, NumPy, Pandas, Matplotlib, PyTorch, Calculus, and Linear Algebra—the foundations for building your own neural network.

Why Take This Nanodegree Program?

Learning to program with Python, one of the most widely used languages in Artificial Intelligence, is the core of this program. You’ll also focus on neural networks—AI’s main building blocks. By learning foundational AI and math skills, you lay the groundwork for advancing your career—whether you’re just starting out, or readying for a full-time role.

Efficient and Effective Pace

Start building deep learning applications in just three months. Learn foundational AI skills as you work through a world-class curriculum. Learn from industry leaders, and acquire core skills that will make your next career steps possible.

A Complete AI Toolkit

Master every key tool needed for AI success: Python, NumPy, Jupyter Notebooks, Pandas, Anaconda, Matplotlib, and PyTorch—all in one program.

Personalized Project Reviews

Receive personalized feedback from our mentor network and platform when you submit your Python project and your first neural network project. They’ll provide detailed and actionable insight, and challenge you to do your best work.

Personalized Support and Mentorship

Learn with the support of mentors from the very beginning of the program, and connect with thousands of fellow students on dedicated Udacity-moderated platforms.

What You Will Learn

Learn the essential foundations of AI: the programming tools (Python, NumPy, PyTorch), the math (calculus and linear algebra), and the key techniques of neural networks (gradient descent and backpropagation).

Introduction to Python

Start coding with Python, drawing upon libraries and automation scripts to solve complex problems quickly.

Jupyter Notebooks, NumPy, Anaconda, Pandas, and Matplotlib

Learn how to use all the key tools for working with data in Python: Jupyter Notebooks, NumPy, Anaconda, Pandas, and Matplotlib.

Linear Algebra Essentials

Learn the foundational linear algebra you need for AI success: vectors, linear transformations, and matrices—as well as the linear algebra behind neural networks.

Calculus Essentials

Learn the foundations of calculus to understand how to train a neural network: plotting, derivatives, the chain rule, and more. See how these mathematical skills visually come to life with a neural network example.

Neural Networks

Gain a solid foundation in the hottest fields in AI: neural networks, deep learning, and PyTorch.



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