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Business Data Analytics & Intelligence with Python 2023

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Business Data Analytics & Intelligence with Python 2023 (Size: 5.74 GB)
  1. Introduction
  1. Python for Business Analytics & Intelligence.mp4 53.63 MB
  1. Python for Business Analytics & Intelligence.srt 3.46 KB
  2. Introduction.mp4 7.27 MB
  2. Introduction.srt 2.39 KB
  3. Join Our Online Classroom!.mp4 75.33 MB
  3. Join Our Online Classroom!.srt 5.95 KB
  4. Exercise Meet Your Classmates + Instructor.html 3.75 KB
  5. Setting up the Course Material.mp4 57.96 MB
  5. Setting up the Course Material.srt 9.73 KB
  5.1 Course Materials.html 99 B
  5.2 Sign up for your free Google Drive account here..html 85 B
  6. The Modern Day Business Analyst.mp4 19.53 MB
  6. The Modern Day Business Analyst.srt 5.51 KB
  7. Monthly Coding Challenges, Free Resources and Guides.html 1.6 KB
  10. Matching
  1. Matching - Game Plan.mp4 8.12 MB
  1. Matching - Game Plan.srt 3.27 KB
  10. Python - Chi-square Test.mp4 31.14 MB
  10. Python - Chi-square Test.srt 4.12 KB
  11. Python - Chi-square Loop.mp4 29.37 MB
  11. Python - Chi-square Loop.srt 4.92 KB
  12. Python - Other Variables.mp4 15.53 MB
  12. Python - Other Variables.srt 1.83 KB
  13. The Curse of Dimensionality.mp4 7.46 MB
  13. The Curse of Dimensionality.srt 1.85 KB
  14. Python - Race Variable Transformation.mp4 66.81 MB
  14. Python - Race Variable Transformation.srt 7.77 KB
  15. Python - Education Variables.mp4 40.82 MB
  15. Python - Education Variables.srt 5.83 KB
  16. Python - Cleaning and Preparing Dataset.mp4 26.53 MB
  16. Python - Cleaning and Preparing Dataset.srt 3.58 KB
  17. Common Support Region.mp4 24.18 MB
  17. Common Support Region.srt 4.13 KB
  18. Python - Logistic Regression and Debugging.mp4 73.92 MB
  18. Python - Logistic Regression and Debugging.srt 8.44 KB
  19. Python - Preparing for Common Support Region.mp4 36 MB
  19. Python - Preparing for Common Support Region.srt 5.88 KB
  2. Matching.mp4 14.15 MB
  2. Matching.srt 3.36 KB
  20. Python - Common Support Region Visualization.mp4 10.93 MB
  20. Python - Common Support Region Visualization.srt 1.76 KB
  21. Python - Matching.mp4 39.11 MB
  21. Python - Matching.srt 5.26 KB
  22. Robustness Checks.mp4 6.61 MB
  22. Robustness Checks.srt 2.61 KB
  23. Python - Robustness Check - Repeated experiments.mp4 53.74 MB
  23. Python - Robustness Check - Repeated experiments.srt 7.66 KB
  24. Python - Outcome Visualization.mp4 11.43 MB
  24. Python - Outcome Visualization.srt 1.9 KB
  25. Python - Robustness Check - Removing 1 Confounder.mp4 28.65 MB
  25. Python - Robustness Check - Removing 1 Confounder.srt 3.81 KB
  26. CHALLENGE Introduction.mp4 34.33 MB
  26. CHALLENGE Introduction.srt 6.3 KB
  27. CHALLENGE Solutions.mp4 107.51 MB
  27. CHALLENGE Solutions.srt 15.99 KB
  28. My Experience with Matching.mp4 7.75 MB
  28. My Experience with Matching.srt 3.11 KB
  3. CASE STUDY Catholic Schools & Standardized Tests (Briefing).mp4 4.7 MB
  3. CASE STUDY Catholic Schools & Standardized Tests (Briefing).srt 1.2 KB
  4. Python - Directory and Libraries.mp4 18.14 MB
  4. Python - Directory and Libraries.srt 3.01 KB
  5. Python - Loading Data.mp4 25.91 MB
  5. Python - Loading Data.srt 2.77 KB
  6. Unconfoundedness.mp4 8.48 MB
  6. Unconfoundedness.srt 2.62 KB
  7. Python - Comparing Means.mp4 20 MB
  7. Python - Comparing Means.srt 2.85 KB
  8. Python - T-Test.mp4 27.3 MB
  8. Python - T-Test.srt 4.52 KB
  9. Python - T-Test Loop.mp4 30.27 MB
  9. Python - T-Test Loop.srt 5.28 KB
  11. PART C SEGMENTATION
  1. What is Segmentation and why is it important.html 2.03 KB
  12. RFM (Recency, Frequency, Monetary) Analysis
  1. RFM - Game Plan.mp4 2.28 MB
  1. RFM - Game Plan.srt 849 B
  10. Python - Monetary Variable.mp4 8.35 MB
  10. Python - Monetary Variable.srt 1.36 KB
  11. Python - Tidying up Dataframe.mp4 18.67 MB
  11. Python - Tidying up Dataframe.srt 2.94 KB
  12. Python - Quartiles.mp4 41.83 MB
  12. Python - Quartiles.srt 7.11 KB
  13. Python - RFM Score.mp4 12.05 MB
  13. Python - RFM Score.srt 1.98 KB
  14. Python - RFM Function.mp4 22.44 MB
  14. Python - RFM Function.srt 4.67 KB
  15. Python - Applying RFM Function.mp4 15.71 MB
  15. Python - Applying RFM Function.srt 2.64 KB
  16. Python - Results Summary.mp4 27.33 MB
  16. Python - Results Summary.srt 5.01 KB
  17. CHALLENGE Introduction.mp4 17.89 MB
  17. CHALLENGE Introduction.srt 3.9 KB
  18. CHALLENGE Solutions.mp4 72.65 MB
  18. CHALLENGE Solutions.srt 12.83 KB
  2. Value Based Segmentation.mp4 9.01 MB
  2. Value Based Segmentation.srt 3.34 KB
  3. RFM Model.mp4 14.42 MB
  3. RFM Model.srt 6.1 KB
  4. CASE STUDY Online Shopping (Briefing).mp4 2.92 MB
  4. CASE STUDY Online Shopping (Briefing).srt 1.08 KB
  5. Python - Directory and Libraries.mp4 14.26 MB
  5. Python - Directory and Libraries.srt 2.37 KB
  6. Python - Loading Data.mp4 23.5 MB
  6. Python - Loading Data.srt 2.98 KB
  7. Python - Creating Sales Variable.mp4 16.06 MB
  7. Python - Creating Sales Variable.srt 1.95 KB
  8. Python - Date Variable.mp4 21.85 MB
  8. Python - Date Variable.srt 3.8 KB
  9. Python - Customer Level Aggregation.mp4 30.43 MB
  9. Python - Customer Level Aggregation.srt 3.97 KB
  13. Gaussian Mixture
  1. Gaussian Mixture - Game Plan.mp4 2.69 MB
  1. Gaussian Mixture - Game Plan.srt 1.41 KB
  10. Python - Gaussian Mixture Model.mp4 8.58 MB
  10. Python - Gaussian Mixture Model.srt 1.37 KB
  11. Python - Cluster Prediction and Assignment.mp4 14.33 MB
  11. Python - Cluster Prediction and Assignment.srt 3.04 KB
  12. Python - Interpretation.mp4 78.69 MB
  12. Python - Interpretation.srt 8.98 KB
  13. CHALLENGE Introduction.mp4 32.87 MB
  13. CHALLENGE Introduction.srt 5.12 KB
  14. CHALLENGE Solutions.mp4 160.57 MB
  14. CHALLENGE Solutions.srt 19.73 KB
  15. My Experience with Segmentation.mp4 12.96 MB
  15. My Experience with Segmentation.srt 3.79 KB
  2. Clustering.mp4 6.25 MB
  2. Clustering.srt 2.47 KB
  3. Gaussian Mixture Model.mp4 13.84 MB
  3. Gaussian Mixture Model.srt 4.34 KB
  4. CASE STUDY Credit Cards #1 (Briefing).mp4 2.97 MB
  4. CASE STUDY Credit Cards #1 (Briefing).srt 1.08 KB
  5. Python - Directory and Data.mp4 14.66 MB
  5. Python - Directory and Data.srt 2.16 KB
  6. Python - Load Data.mp4 16.64 MB
  6. Python - Load Data.srt 2.07 KB
  7. Python - Transform Character variables.mp4 12.06 MB
  7. Python - Transform Character variables.srt 1.36 KB
  8. AIC and BIC.mp4 10.14 MB
  8. AIC and BIC.srt 2.42 KB
  9. Python - Optimal Number of Clusters.mp4 38.75 MB
  9. Python - Optimal Number of Clusters.srt 6.56 KB
  GetFreeCourses.Co.url 116 B
  How you can help GetFreeCourses.Co.txt 182 B
  14. PART D PREDICTIVE ANALYTICS
  1. What are Predictive Analytics and why are they important.html 1.65 KB
  15. Random Forest
  1. Random Forest - Game Plan.mp4 3.31 MB
  1. Random Forest - Game Plan.srt 1.21 KB
  10. Python - Isolate X and Y.mp4 13.08 MB
  10. Python - Isolate X and Y.srt 1.77 KB
  11. Python - Training and Test Set.mp4 31.62 MB
  11. Python - Training and Test Set.srt 3.41 KB
  12. Python - Random Forest Model.mp4 17.84 MB
  12. Python - Random Forest Model.srt 3.2 KB
  13. Python - Predictions.mp4 7.85 MB
  13. Python - Predictions.srt 1.5 KB
  14. Python - Classification Report and F1 score.mp4 24.7 MB
  14. Python - Classification Report and F1 score.srt 3.71 KB
  15. Python - Feature Importance.mp4 26.09 MB
  15. Python - Feature Importance.srt 4.89 KB
  16. Parameter Tuning.mp4 7.6 MB
  16. Parameter Tuning.srt 2.97 KB
  17. Python - Parameter Grid.mp4 17.71 MB
  17. Python - Parameter Grid.srt 3.55 KB
  18. Python - Parameter Tuning.mp4 48.13 MB
  18. Python - Parameter Tuning.srt 7.61 KB
  19. CHALLENGE Introduction.mp4 29.15 MB
  19. CHALLENGE Introduction.srt 4.66 KB
  2. Ensemble Learning and Random Forest.mp4 9.03 MB
  2. Ensemble Learning and Random Forest.srt 2.49 KB
  20. CHALLENGE Solutions (Part 1).mp4 55.87 MB
  20. CHALLENGE Solutions (Part 1).srt 9.24 KB
  21. CHALLENGE Solutions (Part 2).mp4 59.13 MB
  21. CHALLENGE Solutions (Part 2).srt 10.27 KB
  3. How Decision Trees Work.mp4 17.27 MB
  3. How Decision Trees Work.srt 4.54 KB
  4. CASE STUDY Credit Cards #2 (Briefing).mp4 2.22 MB
  4. CASE STUDY Credit Cards #2 (Briefing).srt 860 B
  5. Python - Directory and Libraries.mp4 13.94 MB
  5. Python - Directory and Libraries.srt 2.47 KB
  6. Python - Loading Data.mp4 19.72 MB
  6. Python - Loading Data.srt 2.05 KB
  7. Python - Transform Object into Numerical Variables.mp4 13.53 MB
  7. Python - Transform Object into Numerical Variables.srt 1.98 KB
  8. Python - Summary Statistics.mp4 23.58 MB
  8. Python - Summary Statistics.srt 2.53 KB
  9. Random Forest Quirks.mp4 6.68 MB
  9. Random Forest Quirks.srt 2.75 KB
  16. Facebook Prophet
  1. Facebook Prophet - Game Plan.mp4 3.39 MB
  1. Facebook Prophet - Game Plan.srt 1.51 KB
  10. Python - Easter Holidays.mp4 28.46 MB
  10. Python - Easter Holidays.srt 5.82 KB
  11. Python - Black Friday.mp4 18.53 MB
  11. Python - Black Friday.srt 3.34 KB
  12. Python - Combining Events and Preparing Dataframe.mp4 17.02 MB
  12. Python - Combining Events and Preparing Dataframe.srt 2.78 KB
  13. Training and Test Set.mp4 6.36 MB
  13. Training and Test Set.srt 2.28 KB
  14. Python - Training and Test Set.mp4 12.71 MB
  14. Python - Training and Test Set.srt 3.59 KB
  15. Facebook Prophet Parameters.mp4 8.07 MB
  15. Facebook Prophet Parameters.srt 2.32 KB
  16. Additive vs. Multiplicative Seasonality.mp4 10.06 MB
  16. Additive vs. Multiplicative Seasonality.srt 2.66 KB
  17. Facebook Prophet Model.mp4 39.62 MB
  17. Facebook Prophet Model.srt 5.25 KB
  18. Python - Regressor Coefficients.mp4 10.52 MB
  18. Python - Regressor Coefficients.srt 1.67 KB
  19. Python - Future Dataframe.mp4 34.63 MB
  19. Python - Future Dataframe.srt 4.87 KB
  2. Structural Time Series.mp4 8.24 MB
  2. Structural Time Series.srt 2.7 KB
  20. Python - Forecasting.mp4 18.63 MB
  20. Python - Forecasting.srt 2.69 KB
  21. Python - Accuracy Assessment.mp4 22.59 MB
  21. Python - Accuracy Assessment.srt 3.79 KB
  22. Python - Visualization.mp4 39.24 MB
  22. Python - Visualization.srt 6.58 KB
  23. Cross-validation.mp4 2.9 MB
  23. Cross-validation.srt 1.17 KB
  24. Python - Cross-validation.mp4 59.86 MB
  24. Python - Cross-validation.srt 8.91 KB
  25. Parameters to tune.mp4 3.84 MB
  25. Parameters to tune.srt 1.71 KB
  26. Python - Parameter Grid.mp4 25.54 MB
  26. Python - Parameter Grid.srt 4.19 KB
  27. Python - Parameter Tuning.mp4 56.49 MB
  27. Python - Parameter Tuning.srt 7.49 KB
  28. CHALLENGE Introduction.mp4 24.46 MB
  28. CHALLENGE Introduction.srt 5.67 KB
  29. CHALLENGE Solutions (Part 1).mp4 52.18 MB
  29. CHALLENGE Solutions (Part 1).srt 9.93 KB
  3. Facebook Prophet.mp4 11.83 MB
  3. Facebook Prophet.srt 4.01 KB
  30. CHALLENGE Solutions (Part 2).mp4 77.81 MB
  30. CHALLENGE Solutions (Part 2).srt 11.77 KB
  31. CHALLENGE Solutions (Part 3).mp4 48.96 MB
  31. CHALLENGE Solutions (Part 3).srt 8.17 KB
  32. Forecasting at Uber.mp4 15.61 MB
  32. Forecasting at Uber.srt 5.36 KB
  4. CASE STUDY Wikipedia (Briefing).mp4 2.63 MB
  4. CASE STUDY Wikipedia (Briefing).srt 975 B
  5. Python - Directory and Libraries.mp4 14.28 MB
  5. Python - Directory and Libraries.srt 2.42 KB
  6. Python - Loading Data.mp4 14.44 MB
  6. Python - Loading Data.srt 2.78 KB
  7. Python - Transforming Date Variable.mp4 20.68 MB
  7. Python - Transforming Date Variable.srt 3.07 KB
  8. Python - Renaming Variables.mp4 10.17 MB
  8. Python - Renaming Variables.srt 1.7 KB
  9. Dynamic Holidays.mp4 6.44 MB
  9. Dynamic Holidays.srt 2.45 KB
  17. Where To Go From Here
  1. Thank You!.mp4 16.86 MB
  1. Thank You!.srt 1.82 KB
  2. Become An Alumni.html 921 B
  3. Endorsements On LinkedIn.html 1.37 KB
  4. Learning Guideline.html 353 B
  5. Coding Challenges.html 860 B
  18. BONUS Section
  1. Special Bonus Lecture.html 1.22 KB
  2. PART A STATISTICS
  1. What are Statistics and why are they important.html 1.59 KB
  3. Basic Statistics
  1. Basic Statistics - Game Plan.mp4 2.91 MB
  1. Basic Statistics - Game Plan.srt 1.28 KB
  10. Python - Mode.mp4 18.82 MB
  10. Python - Mode.srt 3.35 KB
  11. EXERCISE Python - Mode.mp4 12.62 MB
  11. EXERCISE Python - Mode.srt 1.91 KB
  12. Correlation.mp4 29.39 MB
  12. Correlation.srt 5.41 KB
  13. Python - Correlation.mp4 54.04 MB
  13. Python - Correlation.srt 10.4 KB
  14. EXERCISE Python - Correlation.mp4 24.16 MB
  14. EXERCISE Python - Correlation.srt 4.17 KB
  15. Standard Deviation.mp4 7.26 MB
  15. Standard Deviation.srt 2.66 KB
  16. Python - Standard Deviation.mp4 17.66 MB
  16. Python - Standard Deviation.srt 2.64 KB
  17. EXERCISE Python - Standard Deviation.mp4 6.48 MB
  17. EXERCISE Python - Standard Deviation.srt 1.31 KB
  18. CASE STUDY Moneyball.mp4 12.45 MB
  18. CASE STUDY Moneyball.srt 4.17 KB
  2. Arithmetic Mean.mp4 9.12 MB
  2. Arithmetic Mean.srt 2.64 KB
  3. CASE STUDY Moneyball (Briefing).mp4 2.19 MB
  3. CASE STUDY Moneyball (Briefing).srt 1.26 KB
  4. Python - Directory, Libraries and Data.mp4 51.3 MB
  4. Python - Directory, Libraries and Data.srt 9.5 KB
  5. Python - Mean.mp4 59.67 MB
  5. Python - Mean.srt 10.3 KB
  6. EXERCISE Python - Mean.mp4 16.48 MB
  6. EXERCISE Python - Mean.srt 2.43 KB
  7. Median and Mode.mp4 8.43 MB
  7. Median and Mode.srt 3.28 KB
  8. Python - Median.mp4 25.38 MB
  8. Python - Median.srt 5.12 KB
  9. EXERCISE Python - Median.mp4 20.28 MB
  9. EXERCISE Python - Median.srt 3.71 KB
  4. Intermediary Statistics
  1. Intermediary Statistics - Game Plan.mp4 1.82 MB
  1. Intermediary Statistics - Game Plan.srt 971 B
  10. EXERCISE Python - Shapiro-Wilks.mp4 15.07 MB
  10. EXERCISE Python - Shapiro-Wilks.srt 3.21 KB
  11. Standard Error of the Mean.mp4 8.15 MB
  11. Standard Error of the Mean.srt 3.11 KB
  12. Python - Standard Error.mp4 28.84 MB
  12. Python - Standard Error.srt 4.61 KB
  13. EXERCISE Python - Standard Error.mp4 12.57 MB
  13. EXERCISE Python - Standard Error.srt 3.01 KB
  14. Z-Score.mp4 8.45 MB
  14. Z-Score.srt 2.94 KB
  15. Confidence interval.mp4 42.96 MB
  15. Confidence interval.srt 6.28 KB
  16. Python - Confidence Interval.mp4 45.81 MB
  16. Python - Confidence Interval.srt 7.71 KB
  17. EXERCISE Python - Confidence Interval.mp4 16.16 MB
  17. EXERCISE Python - Confidence Interval.srt 2.64 KB
  18. T-test.mp4 6.6 MB
  18. T-test.srt 2.55 KB
  19. CASE STUDY Remote Work Predictions (Briefing).mp4 2.45 MB
  19. CASE STUDY Remote Work Predictions (Briefing).srt 875 B
  2. Normal Distribution.mp4 12.81 MB
  2. Normal Distribution.srt 3.43 KB
  20. Python - T-test.mp4 65.47 MB
  20. Python - T-test.srt 12.11 KB
  21. EXERCISE Python - T-test.mp4 31.94 MB
  21. EXERCISE Python - T-test.srt 6 KB
  22. Chi-square test.mp4 8.78 MB
  22. Chi-square test.srt 2.83 KB
  23. Python - Chi-square test.mp4 50.5 MB
  23. Python - Chi-square test.srt 8.73 KB
  24. EXERCISE Python - Chi-square.mp4 22.71 MB
  24. EXERCISE Python - Chi-square.srt 3.69 KB
  25. Powerposing and p-hacking.mp4 15.74 MB
  25. Powerposing and p-hacking.srt 3.95 KB
  3. CASE STUDY Wine Quality (Briefing).mp4 9.8 MB
  3. CASE STUDY Wine Quality (Briefing).srt 3.11 KB
  4. Python - Preparing Script and Loading Data.mp4 28.58 MB
  4. Python - Preparing Script and Loading Data.srt 5.88 KB
  5. Python - Normal Distribution Visualization.mp4 40.87 MB
  5. Python - Normal Distribution Visualization.srt 9.09 KB
  6. EXERCISE Python - Normal Distribution.mp4 28.28 MB
  6. EXERCISE Python - Normal Distribution.srt 6.88 KB
  7. P-value.mp4 27.3 MB
  7. P-value.srt 6.61 KB
  8. Shapiro-Wilks Test.mp4 6.11 MB
  8. Shapiro-Wilks Test.srt 2.08 KB
  9. Python - Shapiro-Wilks Test.mp4 51.1 MB
  9. Python - Shapiro-Wilks Test.srt 8.89 KB
  GetFreeCourses.Co.url 116 B
  How you can help GetFreeCourses.Co.txt 182 B
  5. Linear Regression
  1. Linear Regression - Game Plan.mp4 3.58 MB
  1. Linear Regression - Game Plan.srt 1.7 KB
  10. Dummy Variable Trap.mp4 12.13 MB
  10. Dummy Variable Trap.srt 3.8 KB
  11. Python - Dummy Variable.mp4 17.85 MB
  11. Python - Dummy Variable.srt 4.01 KB
  12. EXERCISE Python - Linear Regression.mp4 36.01 MB
  12. EXERCISE Python - Linear Regression.srt 6.32 KB
  2. CASE STUDY Diamonds (Briefing).mp4 3.34 MB
  2. CASE STUDY Diamonds (Briefing).srt 1.09 KB
  3. Linear Regression.mp4 16.24 MB
  3. Linear Regression.srt 5.53 KB
  4. Python - Preparing Script and Loading Data.mp4 27.47 MB
  4. Python - Preparing Script and Loading Data.srt 5.61 KB
  5. Python - Isolate X and Y.mp4 11.04 MB
  5. Python - Isolate X and Y.srt 1.99 KB
  6. Python - Adding Constant.mp4 11.47 MB
  6. Python - Adding Constant.srt 3.27 KB
  7. Linear Regression Output.mp4 33.44 MB
  7. Linear Regression Output.srt 3.78 KB
  8. Python - Linear Regression model and summary.mp4 21.95 MB
  8. Python - Linear Regression model and summary.srt 3.58 KB
  9. Python - Plotting Regression.mp4 26.09 MB
  9. Python - Plotting Regression.srt 4.51 KB
  6. Multilinear Regression
  1. Multilinear Regression - Game Plan.mp4 4.19 MB
  1. Multilinear Regression - Game Plan.srt 1.79 KB
  10. Python - For Loop.mp4 28.25 MB
  10. Python - For Loop.srt 4.92 KB
  11. Python - Creating Dummy Variables.mp4 17.55 MB
  11. Python - Creating Dummy Variables.srt 3.54 KB
  12. Python - Isolate X and Y.mp4 20.71 MB
  12. Python - Isolate X and Y.srt 4.19 KB
  13. Python - Adding Constant.mp4 7.02 MB
  13. Python - Adding Constant.srt 1.64 KB
  14. Under and Over Fitting.mp4 5.09 MB
  14. Under and Over Fitting.srt 1.67 KB
  15. Training and Test Set.mp4 2.8 MB
  15. Training and Test Set.srt 1.17 KB
  16. Python - Train and Test Split.mp4 13.93 MB
  16. Python - Train and Test Split.srt 2.63 KB
  17. Python - Multilinear Regression.mp4 42.77 MB
  17. Python - Multilinear Regression.srt 5.26 KB
  18. Accuracy KPIs (Key Performance Indicators).mp4 14.54 MB
  18. Accuracy KPIs (Key Performance Indicators).srt 3.46 KB
  19. Python - Model Predictions.mp4 9.76 MB
  19. Python - Model Predictions.srt 1.71 KB
  2. The Concept of Multilinear Regression.mp4 5.31 MB
  2. The Concept of Multilinear Regression.srt 2.19 KB
  20. Python - Accuracy Assessment.mp4 37.55 MB
  20. Python - Accuracy Assessment.srt 6.56 KB
  21. CHALLENGE Introduction.mp4 27.71 MB
  21. CHALLENGE Introduction.srt 5.35 KB
  22. CHALLENGE Solutions.mp4 110.61 MB
  22. CHALLENGE Solutions.srt 19.49 KB
  3. CASE STUDY Professors' Salary (Briefing).mp4 3.09 MB
  3. CASE STUDY Professors' Salary (Briefing).srt 1019 B
  4. Python - Preparing Script and Loading Data.mp4 32.85 MB
  4. Python - Preparing Script and Loading Data.srt 5.9 KB
  5. Python - Summary Statistics.mp4 18.82 MB
  5. Python - Summary Statistics.srt 3.36 KB
  6. Outliers.mp4 8.82 MB
  6. Outliers.srt 3.29 KB
  7. Python - Plotting Continuous Variables.mp4 39.35 MB
  7. Python - Plotting Continuous Variables.srt 5.42 KB
  8. Python - Correlation Matrix.mp4 21.07 MB
  8. Python - Correlation Matrix.srt 3.34 KB
  9. Python - Categorical Variables.mp4 26.51 MB
  9. Python - Categorical Variables.srt 4.88 KB
  GetFreeCourses.Co.url 116 B
  How you can help GetFreeCourses.Co.txt 182 B
  7. Logistic Regression
  1. Logistic Regression - Game Plan.mp4 3.15 MB
  1. Logistic Regression - Game Plan.srt 1.41 KB
  10. Python - Training and Test Set.mp4 21.64 MB
  10. Python - Training and Test Set.srt 2.89 KB
  11. How to Read Logistic Regression Coefficients.mp4 10.89 MB
  11. How to Read Logistic Regression Coefficients.srt 2.8 KB
  12. Python - Logistic Regression.mp4 18.6 MB
  12. Python - Logistic Regression.srt 2.57 KB
  13. Python - Function to Read Coefficients.mp4 56.71 MB
  13. Python - Function to Read Coefficients.srt 10.03 KB
  14. Python - Predictions.mp4 21.27 MB
  14. Python - Predictions.srt 3.55 KB
  15. Confusion Matrix.mp4 24.52 MB
  15. Confusion Matrix.srt 7.3 KB
  16. Python - Confusion Matrix.mp4 29.64 MB
  16. Python - Confusion Matrix.srt 5.47 KB
  17. Python - Manual Accuracy Assessment.mp4 38.42 MB
  17. Python - Manual Accuracy Assessment.srt 7.45 KB
  18. Python - Classification Report.mp4 19.59 MB
  18. Python - Classification Report.srt 2.82 KB
  19. CHALLENGE Introduction.mp4 29.26 MB
  19. CHALLENGE Introduction.srt 4.88 KB
  2. CASE STUDY Spam Emails (Briefing).mp4 2.97 MB
  2. CASE STUDY Spam Emails (Briefing).srt 1.09 KB
  20. CHALLENGE Solutions.mp4 90.65 MB
  20. CHALLENGE Solutions.srt 15.22 KB
  3. Logistic Regression.mp4 10.13 MB
  3. Logistic Regression.srt 2.19 KB
  4. Python - Preparing Script and Loading Data.mp4 27.8 MB
  4. Python - Preparing Script and Loading Data.srt 4.71 KB
  5. Python - Summary Statistics.mp4 27.94 MB
  5. Python - Summary Statistics.srt 3.31 KB
  6. Python - Histogram and Outlier Removal.mp4 48.25 MB
  6. Python - Histogram and Outlier Removal.srt 7.93 KB
  7. Python - Correlation Matrix.mp4 15.09 MB
  7. Python - Correlation Matrix.srt 2.55 KB
  8. Python - Transforming Dependent Variable.mp4 17.33 MB
  8. Python - Transforming Dependent Variable.srt 2.93 KB
  9. Python - Prepare X and Y.mp4 11.55 MB
  9. Python - Prepare X and Y.srt 2.5 KB
  8. PART B ECONOMETRICS & CAUSAL INFERENCE
  1. What are Econometrics & Causal Inference, and why are they important.html 1.72 KB
  9. Google Causal Impact (Econometrics and Causal Inference)
  1. Why Econometrics and Causal Inference.mp4 18.35 MB
  1. Why Econometrics and Causal Inference.srt 4.48 KB
  10. Assumptions.mp4 12.37 MB
  10. Assumptions.srt 3.17 KB
  11. Python - Load Control Groups.mp4 29.03 MB
  11. Python - Load Control Groups.srt 4.09 KB
  12. Python - Preparing DataFrame.mp4 54.04 MB
  12. Python - Preparing DataFrame.srt 6.15 KB
  13. Python - Preparing for Correlation Matrix.mp4 19.74 MB
  13. Python - Preparing for Correlation Matrix.srt 2.78 KB
  14. Correlation Recap and Stationarity.mp4 16.2 MB
  14. Correlation Recap and Stationarity.srt 4.61 KB
  15. Python - Stationarity.mp4 53.83 MB
  15. Python - Stationarity.srt 9.56 KB
  16. Python - Correlation.mp4 30.15 MB
  16. Python - Correlation.srt 3.33 KB
  17. Python - Google Causal Impact Setup.mp4 15.98 MB
  17. Python - Google Causal Impact Setup.srt 2.45 KB
  18. Python - Google Causal Impact.mp4 39.9 MB
  18. Python - Google Causal Impact.srt 3.81 KB
  19. Interpretation of Results.mp4 26.46 MB
  19. Interpretation of Results.srt 4.41 KB
  2. Google Causal Impact - Game Plan.mp4 3.58 MB
  2. Google Causal Impact - Game Plan.srt 1.49 KB
  20. Python - Impact Results.mp4 44.53 MB
  20. Python - Impact Results.srt 5.79 KB
  21. CHALLENGE Introduction.mp4 40.07 MB
  21. CHALLENGE Introduction.srt 6.97 KB
  22. CHALLENGE Solutions.mp4 103.51 MB
  22. CHALLENGE Solutions.srt 13.59 KB
  23. EXERCISE Imposter Syndrome.mp4 39.22 MB
  23. EXERCISE Imposter Syndrome.srt 4.5 KB
  3. Time Series Data.mp4 5.72 MB
  3. Time Series Data.srt 1.66 KB
  4. CASE STUDY Bitcoin Pricing (Briefing).mp4 14.2 MB
  4. CASE STUDY Bitcoin Pricing (Briefing).srt 2.69 KB
  5. Difference-in-Differences Framework.mp4 8.37 MB
  5. Difference-in-Differences Framework.srt 2.37 KB
  6. Causal Impact Step-by-Step.mp4 5.81 MB
  6. Causal Impact Step-by-Step.srt 2.63 KB
  7. Python - Installing and Importing Libraries.mp4 18.78 MB
  7. Python - Installing and Importing Libraries.srt 4.34 KB
  8. Python - Defining Dates.mp4 18.38 MB
  8. Python - Defining Dates.srt 4.02 KB
  9. Python - Bitcoin Price loading.mp4 33.59 MB
  9. Python - Bitcoin Price loading.srt 6.08 KB
  Download Paid Udemy Courses For Free.url 116 B
  GetFreeCourses.Co.url 116 B
  How you can help GetFreeCourses.Co.txt 182 B
  ▲ 502 total files

Description


Business Data Analytics & Intelligence with Python 2023

Become a Business Data Analyst. You’ll learn to use Python and the latest industry tools to make data-driven decisions.

Udemy Link - https://www.udemy.com/course/business-data-analytics-intelligence-with-python/

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