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Udemy - Learning Python for Data Analysis and Visualization [TP]

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Udemy - Learning Python for Data Analysis and Visualization [TP] (Size: 3.67 GB)
  1. Intro to Course and Python
  1. Course Intro.mp4 13.26 MB
  1. Course Intro.vtt 4.78 KB
  2. Course FAQs.html 6.95 KB
  10. Machine Learning
  1. Introduction to Machine Learning with SciKit Learn.mp4 46.17 MB
  1. Introduction to Machine Learning with SciKit Learn.vtt 16.57 KB
  10. Multi Class Classification Part 1 - Logistic Regression.mp4 67.85 MB
  10. Multi Class Classification Part 1 - Logistic Regression.vtt 19.28 KB
  11. Multi Class Classification Part 2 - k Nearest Neighbor.mp4 73.53 MB
  11. Multi Class Classification Part 2 - k Nearest Neighbor.vtt 23.6 KB
  12. Support Vector Machines Part 1.mp4 64.93 MB
  12. Support Vector Machines Part 1.vtt 15.96 KB
  13. Support Vector Machines - Part 2.mp4 85.84 MB
  13. Support Vector Machines - Part 2.vtt 28.63 KB
  14. Naive Bayes Part 1.mp4 35.69 MB
  14. Naive Bayes Part 1.vtt 11.88 KB
  15. Naive Bayes Part 2.mp4 65.48 MB
  15. Naive Bayes Part 2.vtt 14.05 KB
  16. Decision Trees and Random Forests.mp4 152.94 MB
  16. Decision Trees and Random Forests.vtt 34.85 KB
  17. Natural Language Processing Part 1.mp4 43.87 MB
  17. Natural Language Processing Part 1.vtt 9.56 KB
  18. Natural Language Processing Part 2.mp4 59.73 MB
  18. Natural Language Processing Part 2.vtt 17.44 KB
  19. Natural Language Processing Part 3.mp4 92.55 MB
  19. Natural Language Processing Part 3.vtt 23.37 KB
  2. Linear Regression Part 1.mp4 58.66 MB
  2. Linear Regression Part 1.vtt 23.25 KB
  20. Natural Language Processing Part 4.mp4 67.11 MB
  20. Natural Language Processing Part 4.vtt 17.08 KB
  3. Linear Regression Part 2.mp4 52.52 MB
  3. Linear Regression Part 2.vtt 23.28 KB
  4. Linear Regression Part 3.mp4 68.85 MB
  4. Linear Regression Part 3.vtt 23.33 KB
  5. Linear Regression Part 4.mp4 78.64 MB
  5. Linear Regression Part 4.vtt 29.49 KB
  6. Logistic Regression Part 1.mp4 71.8 MB
  6. Logistic Regression Part 1.vtt 17.02 KB
  7. Logistic Regression Part 2.mp4 51.81 MB
  7. Logistic Regression Part 2.vtt 15.56 KB
  8. Logistic Regression Part 3.mp4 39.67 MB
  8. Logistic Regression Part 3.vtt 12.2 KB
  9. Logistic Regression Part 4.mp4 97.94 MB
  9. Logistic Regression Part 4.vtt 22.73 KB
  11. Appendix Statistics Overview
  1. Intro to Appendix B.mp4 7.25 MB
  1. Intro to Appendix B.vtt 4.23 KB
  1.1 Viewer Link For Stats Notes.txt 121 B
  10. Chi Square Test and Distribution.mp4 15.71 MB
  10. Chi Square Test and Distribution.vtt 3.82 KB
  11. Bayes Theorem.mp4 36.76 MB
  11. Bayes Theorem.vtt 12.18 KB
  2. Discrete Uniform Distribution.mp4 21.82 MB
  2. Discrete Uniform Distribution.vtt 9.24 KB
  3. Continuous Uniform Distribution.mp4 25.22 MB
  3. Continuous Uniform Distribution.vtt 9.76 KB
  4. Binomial Distribution.mp4 41.74 MB
  4. Binomial Distribution.vtt 17.58 KB
  5. Poisson Distribution.mp4 40.25 MB
  5. Poisson Distribution.vtt 15.54 KB
  6. Normal Distribution.mp4 19.42 MB
  6. Normal Distribution.vtt 8.7 KB
  7. Sampling Techniques.mp4 22 MB
  7. Sampling Techniques.vtt 7.08 KB
  8. T-Distribution.mp4 16.35 MB
  8. T-Distribution.vtt 7.14 KB
  9. Hypothesis Testing and Confidence Intervals.mp4 78.87 MB
  9. Hypothesis Testing and Confidence Intervals.vtt 23.8 KB
  12. Appendix SQL and Python
  1. Introduction to SQL with Python.mp4 43.76 MB
  1. Introduction to SQL with Python.vtt 14.94 KB
  2. SQL - SELECT,DISTINCT,WHERE,AND & OR.mp4 32.34 MB
  2. SQL - SELECT,DISTINCT,WHERE,AND & OR.vtt 13.79 KB
  3. SQL WILDCARDS, ORDER BY, GROUP BY and Aggregate Functions.mp4 28.13 MB
  3. SQL WILDCARDS, ORDER BY, GROUP BY and Aggregate Functions.vtt 11.78 KB
  13. Appendix Web Scraping with Python
  1. Web Scraping Part 1.mp4 37.31 MB
  1. Web Scraping Part 1.vtt 16.26 KB
  2. Web Scraping Part 2.mp4 43.82 MB
  2. Web Scraping Part 2.vtt 14.58 KB
  14. Appendix Python Special Offers
  1. Python Overview Part 1.mp4 34.46 MB
  1. Python Overview Part 1.vtt 19.14 KB
  2. Python Overview Part 2.mp4 21.89 MB
  2. Python Overview Part 2.vtt 14.65 KB
  3. Python Overview Part 3.mp4 19.92 MB
  3. Python Overview Part 3.vtt 12.88 KB
  15. BONUS SPECIAL DISCOUNT COUPONS
  1. Bonus Lecture Coupons.html 5.99 KB
  2. Setup
  1. Installation Setup and Overview.mp4 24.38 MB
  1. Installation Setup and Overview.vtt 8.54 KB
  1.1 Link to Code Notebooks for Course!.html 131 B
  1.2 Link for FAQ.html 149 B
  2. IDEs and Course Resources.mp4 30.36 MB
  2. IDEs and Course Resources.vtt 12.66 KB
  2.1 Link to Code Notebooks for Course!.html 131 B
  3. iPythonJupyter Notebook Overview.mp4 39.45 MB
  3. iPythonJupyter Notebook Overview.vtt 17.72 KB
  3.1 Lecture 4 Info.txt 180 B
  3.2 Link to Code Notebooks for Course!.html 131 B
  3. Learning Numpy
  1. Intro to numpy.html 917 B
  2. Creating arrays.mp4 13.06 MB
  2. Creating arrays.vtt 8.76 KB
  3. Using arrays and scalars.mp4 7.94 MB
  3. Using arrays and scalars.vtt 5.95 KB
  4. Indexing Arrays.mp4 26.16 MB
  4. Indexing Arrays.vtt 26.17 MB
  5. Array Transposition.mp4 7.54 MB
  5. Array Transposition.vtt 4.54 KB
  6. Universal Array Function.mp4 14.94 MB
  6. Universal Array Function.vtt 7 KB
  7. Array Processing.mp4 41.04 MB
  7. Array Processing.vtt 21.93 KB
  8. Array Input and Output.mp4 13.97 MB
  8. Array Input and Output.vtt 8.68 KB
  4. Intro to Pandas
  1. Series.mp4 24.76 MB
  1. Series.vtt 14.98 KB
  10. Missing Data.mp4 18.93 MB
  10. Missing Data.vtt 13.02 KB
  11. Index Hierarchy.mp4 24.03 MB
  11. Index Hierarchy.vtt 15.89 KB
  2. DataFrames.mp4 52.86 MB
  2. DataFrames.vtt 17.56 KB
  3. Index objects.mp4 9.23 MB
  3. Index objects.vtt 5.27 KB
  4. Reindex.mp4 32.26 MB
  4. Reindex.vtt 16.54 KB
  5. Drop Entry.mp4 9.25 MB
  5. Drop Entry.vtt 6.17 KB
  6. Selecting Entries.mp4 18.12 MB
  6. Selecting Entries.vtt 10.57 KB
  7. Data Alignment.mp4 17.7 MB
  7. Data Alignment.vtt 11.04 KB
  8. Rank and Sort.mp4 9.46 MB
  8. Rank and Sort.vtt 6.77 KB
  9. Summary Statistics.mp4 46.1 MB
  9. Summary Statistics.vtt 26.62 KB
  5. Working with Data Part 1
  1. Reading and Writing Text Files.mp4 24.81 MB
  1. Reading and Writing Text Files.vtt 11.92 KB
  2. JSON with Python.mp4 8.98 MB
  2. JSON with Python.vtt 5.15 KB
  3. HTML with Python.mp4 13.47 MB
  3. HTML with Python.vtt 5.1 KB
  4. Microsoft Excel files with Python.mp4 7.63 MB
  4. Microsoft Excel files with Python.vtt 4.86 KB
  6. Working with Data Part 2
  1. Merge.mp4 36.34 MB
  1. Merge.vtt 20.89 KB
  10. Rename Index.mp4 10.1 MB
  10. Rename Index.vtt 6.64 KB
  11. Binning.mp4 13.02 MB
  11. Binning.vtt 7.24 KB
  12. Outliers.mp4 16.22 MB
  12. Outliers.vtt 7.59 KB
  13. Permutation.mp4 8.75 MB
  13. Permutation.vtt 5.72 KB
  2. Merge on Index.mp4 25.22 MB
  2. Merge on Index.vtt 13.15 KB
  3. Concatenate.mp4 21.14 MB
  3. Concatenate.vtt 11.46 KB
  4. Combining DataFrames.mp4 19.89 MB
  4. Combining DataFrames.vtt 11.55 KB
  5. Reshaping.mp4 14.4 MB
  5. Reshaping.vtt 8.18 KB
  6. Pivoting.mp4 17.98 MB
  6. Pivoting.vtt 7.76 KB
  7. Duplicates in DataFrames.mp4 11.07 MB
  7. Duplicates in DataFrames.vtt 7.09 KB
  8. Mapping.mp4 7.79 MB
  8. Mapping.vtt 4.75 KB
  9. Replace.mp4 5.16 MB
  9. Replace.vtt 4.1 KB
  7. Working with Data Part 3
  1. GroupBy on DataFrames.mp4 36.32 MB
  1. GroupBy on DataFrames.vtt 19.96 KB
  2. GroupBy on Dict and Series.mp4 23.31 MB
  2. GroupBy on Dict and Series.vtt 13.9 KB
  3. Aggregation.mp4 43.79 MB
  3. Aggregation.vtt 16.49 KB
  4. Splitting Applying and Combining.mp4 22.15 MB
  4. Splitting Applying and Combining.vtt 11.02 KB
  5. Cross Tabulation.mp4 8.83 MB
  5. Cross Tabulation.vtt 6.17 KB
  8. Data Visualization
  1. Installing Seaborn.mp4 7.25 MB
  1. Installing Seaborn.vtt 2.47 KB
  2. Histograms.mp4 20.25 MB
  2. Histograms.vtt 11.5 KB
  3. Kernel Density Estimate Plots.mp4 61.86 MB
  3. Kernel Density Estimate Plots.vtt 30.72 KB
  4. Combining Plot Styles.mp4 11.62 MB
  4. Combining Plot Styles.vtt 7.62 KB
  5. Box and Violin Plots.mp4 18.29 MB
  5. Box and Violin Plots.vtt 10.1 KB
  6. Regression Plots.mp4 34.85 MB
  6. Regression Plots.vtt 22.46 KB
  7. Heatmaps and Clustered Matrices.mp4 39.05 MB
  7. Heatmaps and Clustered Matrices.vtt 19.92 KB
  9. Example Projects
  1. Data Projects Preview.mp4 25.79 MB
  1. Data Projects Preview.vtt 4.82 KB
  10. Data Project - Stock Market Analysis Part 3.mp4 40.01 MB
  10. Data Project - Stock Market Analysis Part 3.vtt 13.62 KB
  11. Data Project - Stock Market Analysis Part 4.mp4 25.88 MB
  11. Data Project - Stock Market Analysis Part 4.vtt 8.8 KB
  12. Data Project - Stock Market Analysis Part 5.mp4 93.98 MB
  12. Data Project - Stock Market Analysis Part 5.vtt 33.2 KB
  13. Data Project - Intro to Election Analysis.mp4 14.91 MB
  13. Data Project - Intro to Election Analysis.vtt 3.29 KB
  14. Data Project - Election Analysis Part 1.mp4 44.57 MB
  14. Data Project - Election Analysis Part 1.vtt 22.1 KB
  15. Data Project - Election Analysis Part 2.mp4 56.39 MB
  15. Data Project - Election Analysis Part 2.vtt 25.28 KB
  16. Data Project - Election Analysis Part 3.mp4 39.06 MB
  16. Data Project - Election Analysis Part 3.vtt 19.43 KB
  17. Data Project - Election Analysis Part 4.mp4 82.09 MB
  17. Data Project - Election Analysis Part 4.vtt 24.86 KB
  2. Intro to Data Projects.mp4 18.67 MB
  2. Intro to Data Projects.vtt 6.75 KB
  2.1 First Data Project.txt 306 B
  3. Titanic Project - Part 1.mp4 43.3 MB
  3. Titanic Project - Part 1.vtt 21.6 KB
  3.1 First Data Project.txt 306 B
  4. Titanic Project - Part 2.mp4 38.92 MB
  4. Titanic Project - Part 2.vtt 18.61 KB
  5. Titanic Project - Part 3.mp4 35.08 MB
  5. Titanic Project - Part 3.vtt 17.19 KB
  6. Titanic Project - Part 4.mp4 5.32 MB
  6. Titanic Project - Part 4.vtt 3.33 KB
  7. Intro to Data Project - Stock Market Analysis.mp4 32.77 MB
  7. Intro to Data Project - Stock Market Analysis.vtt 4.78 KB
  8. Data Project - Stock Market Analysis Part 1.mp4 32.41 MB
  8. Data Project - Stock Market Analysis Part 1.vtt 15.64 KB
  9. Data Project - Stock Market Analysis Part 2.mp4 56.85 MB
  9. Data Project - Stock Market Analysis Part 2.vtt 23.15 KB
  [Tutorialsplanet.NET].url 128 B
  ▲ 226 total files

Description


Udemy - Learning Python for Data Analysis and Visualization [TP]

This course will give you the resources to learn python and effectively use it analyze and visualize data! Start your career in Data Science!

For more Udemy Courses: https://tutorialsplanet.net

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