FreeCourseSite com Udemy Business Data Analytics Intelligence with Python 2023

FreeCourseSite com Udemy Business Data Analytics Intelligence with Python 2023

Name	[FreeCourseSite.com] Udemy - Business Data Analytics & Intelligence with Python 2023	DOWNLOAD Copy Link
Total Size	6.6 GB
Total Files	499
Last Seen	2024-07-22 00:06
Hash	77DFC00BBFFC33EADA14739F7460A05051E85ADC

/0. Websites you may like/
[CourseClub.Me].url	0.1 KB
[FreeCourseSite.com].url	0.1 KB
[GigaCourse.Com].url	0.0 KB
/1. Introduction/
1. Python for Business Analytics & Intelligence.mp4	56.2 MB
1. Python for Business Analytics & Intelligence.srt	3.5 KB
2. Introduction.mp4	7.6 MB
2. Introduction.srt	2.4 KB
3. Join Our Online Classroom!.mp4	79.0 MB
3. Join Our Online Classroom!.srt	6.1 KB
4. Exercise Meet Your Classmates + Instructor.html	3.8 KB
5. Setting up the Course Material.mp4	60.8 MB
5. Setting up the Course Material.srt	10.0 KB
5.1 Course Materials.html	0.1 KB
5.2 Sign up for your free Google Drive account here..html	0.1 KB
6. The Modern Day Business Analyst.mp4	20.5 MB
6. The Modern Day Business Analyst.srt	5.6 KB
7. ZTM Resources.mp4	46.7 MB
7. ZTM Resources.srt	6.5 KB
7.1 LinkedIn Group.html	0.1 KB
7.2 zerotomastery.io.html	0.1 KB
7.3 ZTM Youtube.html	0.1 KB
8. Monthly Coding Challenges, Free Resources and Guides.html	1.6 KB
/10. Matching/
1. Matching - Game Plan.mp4	9.3 MB
1. Matching - Game Plan.srt	3.1 KB
10. Python - Chi-square Test.mp4	24.3 MB
10. Python - Chi-square Test.srt	3.8 KB
11. Python - Chi-square Loop.mp4	30.4 MB
11. Python - Chi-square Loop.srt	4.1 KB
12. The Curse of Dimensionality.mp4	9.8 MB
12. The Curse of Dimensionality.srt	2.1 KB
13. Python - Transforming Race Variable.mp4	69.4 MB
13. Python - Transforming Race Variable.srt	9.8 KB
14. Python - Transforming Education Variable.mp4	40.0 MB
14. Python - Transforming Education Variable.srt	5.6 KB
15. Python - Cleaning and Preparing Dataframe.mp4	18.0 MB
15. Python - Cleaning and Preparing Dataframe.srt	3.4 KB
16. Common Support Region.mp4	30.9 MB
16. Common Support Region.srt	4.9 KB
17. Python - Logistic Regression for Common Support Region.mp4	27.6 MB
17. Python - Logistic Regression for Common Support Region.srt	5.1 KB
18. Python - Plotting Common Support Region.mp4	34.7 MB
18. Python - Plotting Common Support Region.srt	5.6 KB
19. Python - Matching Model.mp4	52.7 MB
19. Python - Matching Model.srt	7.9 KB
2. Matching.mp4	19.5 MB
2. Matching.srt	4.0 KB
20. Matching Robustness Check.mp4	7.0 MB
20. Matching Robustness Check.srt	2.3 KB
21. Python - Matching Robustness Repeated Samples.mp4	58.9 MB
21. Python - Matching Robustness Repeated Samples.srt	9.4 KB
22. Python - Removing 1 Confounder.mp4	20.6 MB
22. Python - Removing 1 Confounder.srt	3.1 KB
23. CHALLENGE Introduction.mp4	36.0 MB
23. CHALLENGE Introduction.srt	6.5 KB
24. CHALLENGE Solutions.mp4	112.7 MB
24. CHALLENGE Solutions.srt	16.4 KB
25. My Experience with Matching.mp4	8.1 MB
25. My Experience with Matching.srt	3.2 KB
3. CASE STUDY Catholic Schools & Standardized Tests (Briefing).mp4	8.9 MB
3. CASE STUDY Catholic Schools & Standardized Tests (Briefing).srt	1.9 KB
4. Python - Libraries and Directory.mp4	23.9 MB
4. Python - Libraries and Directory.srt	3.4 KB
5. Python - Loading Data.mp4	28.6 MB
5. Python - Loading Data.srt	2.8 KB
6. Unconfoundedness.mp4	12.8 MB
6. Unconfoundedness.srt	2.9 KB
7. Python - Comparing Means per Group.mp4	17.5 MB
7. Python - Comparing Means per Group.srt	3.0 KB
8. Python - T-Test.mp4	37.1 MB
8. Python - T-Test.srt	5.0 KB
9. Python - T-Test Loop.mp4	49.6 MB
9. Python - T-Test Loop.srt	6.0 KB
/11. PART C SEGMENTATION/
1. What is Segmentation and why is it important.html	2.1 KB
/12. RFM (Recency, Frequency, Monetary) Analysis/
1. RFM - Game Plan.mp4	2.4 MB
1. RFM - Game Plan.srt	0.8 KB
10. Python - Monetary Variable.mp4	8.7 MB
10. Python - Monetary Variable.srt	1.4 KB
11. Python - Tidying up Dataframe.mp4	19.6 MB
11. Python - Tidying up Dataframe.srt	3.0 KB
12. Python - Quartiles.mp4	43.9 MB
12. Python - Quartiles.srt	7.3 KB
13. Python - RFM Score.mp4	12.6 MB
13. Python - RFM Score.srt	2.0 KB
14. Python - RFM Function.mp4	23.5 MB
14. Python - RFM Function.srt	4.8 KB
15. Python - Applying RFM Function.mp4	16.5 MB
15. Python - Applying RFM Function.srt	2.7 KB
16. Python - Results Summary.mp4	28.6 MB
16. Python - Results Summary.srt	5.1 KB
17. CHALLENGE Introduction.mp4	18.8 MB
17. CHALLENGE Introduction.srt	4.0 KB
18. CHALLENGE Solutions.mp4	76.2 MB
18. CHALLENGE Solutions.srt	13.1 KB
2. Value Based Segmentation.mp4	9.4 MB
2. Value Based Segmentation.srt	3.4 KB
3. RFM Model.mp4	15.1 MB
3. RFM Model.srt	6.2 KB
4. CASE STUDY Online Shopping (Briefing).mp4	3.1 MB
4. CASE STUDY Online Shopping (Briefing).srt	1.1 KB
5. Python - Directory and Libraries.mp4	14.9 MB
5. Python - Directory and Libraries.srt	2.4 KB
6. Python - Loading Data.mp4	24.6 MB
6. Python - Loading Data.srt	3.0 KB
7. Python - Creating Sales Variable.mp4	16.8 MB
7. Python - Creating Sales Variable.srt	2.0 KB
8. Python - Date Variable.mp4	22.9 MB
8. Python - Date Variable.srt	3.9 KB
9. Python - Customer Level Aggregation.mp4	31.9 MB
9. Python - Customer Level Aggregation.srt	4.1 KB
/13. Gaussian Mixture/
1. Gaussian Mixture - Game Plan.mp4	2.8 MB
1. Gaussian Mixture - Game Plan.srt	1.4 KB
10. Python - Gaussian Mixture Model.mp4	9.0 MB
10. Python - Gaussian Mixture Model.srt	1.4 KB
11. Python - Cluster Prediction and Assignment.mp4	15.0 MB
11. Python - Cluster Prediction and Assignment.srt	3.1 KB
12. Python - Interpretation.mp4	82.5 MB
12. Python - Interpretation.srt	9.2 KB
13. CHALLENGE Introduction.mp4	34.5 MB
13. CHALLENGE Introduction.srt	5.2 KB
14. CHALLENGE Solutions.mp4	168.4 MB
14. CHALLENGE Solutions.srt	20.2 KB
15. My Experience with Segmentation.mp4	13.6 MB
15. My Experience with Segmentation.srt	3.9 KB
2. Clustering.mp4	6.5 MB
2. Clustering.srt	2.5 KB
3. Gaussian Mixture Model.mp4	14.5 MB
3. Gaussian Mixture Model.srt	4.4 KB
4. CASE STUDY Credit Cards #1 (Briefing).mp4	3.1 MB
4. CASE STUDY Credit Cards #1 (Briefing).srt	1.1 KB
5. Python - Directory and Data.mp4	15.4 MB
5. Python - Directory and Data.srt	2.2 KB
6. Python - Load Data.mp4	17.4 MB
6. Python - Load Data.srt	2.1 KB
7. Python - Transform Character variables.mp4	12.6 MB
7. Python - Transform Character variables.srt	1.4 KB
8. AIC and BIC.mp4	10.6 MB
8. AIC and BIC.srt	2.5 KB
9. Python - Optimal Number of Clusters.mp4	40.6 MB
9. Python - Optimal Number of Clusters.srt	6.7 KB
/14. PART D PREDICTIVE ANALYTICS/
1. What are Predictive Analytics and why are they important.html	1.7 KB
/15. Random Forest/
1. Random Forest - Game Plan.mp4	3.5 MB
1. Random Forest - Game Plan.srt	1.2 KB
10. Python - Isolate X and Y.mp4	13.7 MB
10. Python - Isolate X and Y.srt	1.8 KB
11. Python - Training and Test Set.mp4	33.2 MB
11. Python - Training and Test Set.srt	3.5 KB
12. Python - Random Forest Model.mp4	18.7 MB
12. Python - Random Forest Model.srt	3.3 KB
13. Python - Predictions.mp4	8.2 MB
13. Python - Predictions.srt	1.5 KB
14. Python - Classification Report and F1 score.mp4	25.9 MB
14. Python - Classification Report and F1 score.srt	3.8 KB
15. Python - Feature Importance.mp4	27.3 MB
15. Python - Feature Importance.srt	5.0 KB
16. Parameter Tuning.mp4	8.0 MB
16. Parameter Tuning.srt	3.0 KB
17. Python - Parameter Grid.mp4	18.6 MB
17. Python - Parameter Grid.srt	3.6 KB
18. Python - Parameter Tuning.mp4	50.5 MB
18. Python - Parameter Tuning.srt	7.8 KB
19. CHALLENGE Introduction.mp4	30.6 MB
19. CHALLENGE Introduction.srt	4.8 KB
2. Ensemble Learning and Random Forest.mp4	9.5 MB
2. Ensemble Learning and Random Forest.srt	2.6 KB
20. CHALLENGE Solutions (Part 1).mp4	58.6 MB
20. CHALLENGE Solutions (Part 1).srt	9.5 KB
21. CHALLENGE Solutions (Part 2).mp4	62.0 MB
21. CHALLENGE Solutions (Part 2).srt	10.5 KB
3. How Decision Trees Work.mp4	18.1 MB
3. How Decision Trees Work.srt	4.6 KB
4. CASE STUDY Credit Cards #2 (Briefing).mp4	2.3 MB
4. CASE STUDY Credit Cards #2 (Briefing).srt	0.9 KB
5. Python - Directory and Libraries.mp4	14.6 MB
5. Python - Directory and Libraries.srt	2.5 KB
6. Python - Loading Data.mp4	20.7 MB
6. Python - Loading Data.srt	2.1 KB
7. Python - Transform Object into Numerical Variables.mp4	14.2 MB
7. Python - Transform Object into Numerical Variables.srt	2.0 KB
8. Python - Summary Statistics.mp4	24.7 MB
8. Python - Summary Statistics.srt	2.6 KB
9. Random Forest Quirks.mp4	7.0 MB
9. Random Forest Quirks.srt	2.8 KB
/16. Facebook Prophet/
1. Facebook Prophet - Game Plan.mp4	5.3 MB
1. Facebook Prophet - Game Plan.srt	2.0 KB
10. Python - Easter Holiday.mp4	23.5 MB
10. Python - Easter Holiday.srt	6.2 KB
11. Python - Black Friday Holiday.mp4	39.3 MB
11. Python - Black Friday Holiday.srt	6.4 KB
12. Python - Finishing Holiday Preparation.mp4	8.7 MB
12. Python - Finishing Holiday Preparation.srt	1.5 KB
13. Training and Test Set in Time Series.mp4	6.1 MB
13. Training and Test Set in Time Series.srt	2.3 KB
14. Python - Training and Test Set.mp4	11.2 MB
14. Python - Training and Test Set.srt	2.3 KB
15. Facebook Prophet Model.mp4	11.4 MB
15. Facebook Prophet Model.srt	2.9 KB
16. Additive vs. Multiplicative Seasonality.mp4	10.6 MB
16. Additive vs. Multiplicative Seasonality.srt	2.8 KB
17. Python - Facebook Prophet.mp4	63.9 MB
17. Python - Facebook Prophet.srt	7.2 KB
18. Python - Regressor Coefficients.mp4	30.7 MB
18. Python - Regressor Coefficients.srt	3.6 KB
19. Python - Forecasting.mp4	60.5 MB
19. Python - Forecasting.srt	8.1 KB
2. Structural Time Series.mp4	8.6 MB
2. Structural Time Series.srt	2.8 KB
20. Python - Event Assessment.mp4	63.2 MB
20. Python - Event Assessment.srt	8.4 KB
21. Python - Accuracy Assessment.mp4	30.7 MB
21. Python - Accuracy Assessment.srt	5.5 KB
22. Python - Visualization.mp4	50.2 MB
22. Python - Visualization.srt	8.1 KB
23. Cross-Validation.mp4	3.8 MB
23. Cross-Validation.srt	1.3 KB
24. Python - Cross-Validation.mp4	58.7 MB
24. Python - Cross-Validation.srt	7.4 KB
25. Python - Cross-Validation Results and Visualization.mp4	48.5 MB
25. Python - Cross-Validation Results and Visualization.srt	7.4 KB
26. Parameters to Tune.mp4	8.7 MB
26. Parameters to Tune.srt	2.5 KB
27. Python - Parameter Grid.mp4	35.8 MB
27. Python - Parameter Grid.srt	5.7 KB
28. Python - Parameter Tuning.mp4	63.8 MB
28. Python - Parameter Tuning.srt	8.4 KB
29. Python - Parameter Tuning Results.mp4	38.6 MB
29. Python - Parameter Tuning Results.srt	4.2 KB
3. Facebook Prophet.mp4	12.7 MB
3. Facebook Prophet.srt	4.3 KB
30. CHALLENGE Introduction - Demand in NYC.mp4	17.4 MB
30. CHALLENGE Introduction - Demand in NYC.srt	2.5 KB
31. CHALLENGE Solutions (Part 1).mp4	72.6 MB
31. CHALLENGE Solutions (Part 1).srt	12.1 KB
32. CHALLENGE Solutions (Part 2).mp4	117.0 MB
32. CHALLENGE Solutions (Part 2).srt	16.7 KB
33. CHALLENGE Solutions (Part 3).mp4	134.0 MB
33. CHALLENGE Solutions (Part 3).srt	17.3 KB
34. Forecasting at Uber.mp4	16.4 MB
34. Forecasting at Uber.srt	5.5 KB
4. CASE STUDY Wikipedia (Briefing).mp4	3.7 MB
4. CASE STUDY Wikipedia (Briefing).srt	1.1 KB
5. Python - Directory and Libraries.mp4	15.8 MB
5. Python - Directory and Libraries.srt	3.0 KB
6. Python - Loading and Inspecting the Data.mp4	34.2 MB
6. Python - Loading and Inspecting the Data.srt	6.2 KB
7. Python - Transforming Date Variable.mp4	18.9 MB
7. Python - Transforming Date Variable.srt	4.1 KB
8. Python - Renaming Variables.mp4	9.4 MB
8. Python - Renaming Variables.srt	1.9 KB
9. Dynamic Holidays.mp4	8.9 MB
9. Dynamic Holidays.srt	2.8 KB
/17. Where To Go From Here/
1. Thank You!.mp4	17.7 MB
1. Thank You!.srt	1.9 KB
2. Become An Alumni.html	0.9 KB
3. Endorsements On LinkedIn.html	1.4 KB
4. Learning Guideline.html	0.4 KB
5. Coding Challenges.html	0.9 KB
/18. BONUS Section/
1. Special Bonus Lecture.html	1.3 KB
/2. PART A STATISTICS/
1. What are Statistics and why are they important.html	1.6 KB
/3. Basic Statistics/
1. Basic Statistics - Game Plan.mp4	3.1 MB
1. Basic Statistics - Game Plan.srt	1.3 KB
10. Python - Mode.mp4	19.7 MB
10. Python - Mode.srt	3.4 KB
11. EXERCISE Python - Mode.mp4	13.2 MB
11. EXERCISE Python - Mode.srt	2.0 KB
12. Correlation.mp4	30.8 MB
12. Correlation.srt	5.5 KB
13. Python - Correlation.mp4	56.7 MB
13. Python - Correlation.srt	10.6 KB
14. EXERCISE Python - Correlation.mp4	25.3 MB
14. EXERCISE Python - Correlation.srt	4.3 KB
15. Standard Deviation.mp4	7.6 MB
15. Standard Deviation.srt	2.7 KB
16. Python - Standard Deviation.mp4	18.5 MB
16. Python - Standard Deviation.srt	2.7 KB
17. EXERCISE Python - Standard Deviation.mp4	6.8 MB
17. EXERCISE Python - Standard Deviation.srt	1.3 KB
18. CASE STUDY Moneyball.mp4	13.1 MB
18. CASE STUDY Moneyball.srt	4.3 KB
2. Arithmetic Mean.mp4	9.5 MB
2. Arithmetic Mean.srt	2.7 KB
3. CASE STUDY Moneyball (Briefing).mp4	2.3 MB
3. CASE STUDY Moneyball (Briefing).srt	1.3 KB
4. Python - Directory, Libraries and Data.mp4	53.8 MB
4. Python - Directory, Libraries and Data.srt	9.7 KB
5. Python - Mean.mp4	62.6 MB
5. Python - Mean.srt	10.6 KB
6. EXERCISE Python - Mean.mp4	17.3 MB
6. EXERCISE Python - Mean.srt	2.5 KB
7. Median and Mode.mp4	8.8 MB
7. Median and Mode.srt	3.4 KB
8. Python - Median.mp4	26.6 MB
8. Python - Median.srt	5.2 KB
9. EXERCISE Python - Median.mp4	21.3 MB
9. EXERCISE Python - Median.srt	3.8 KB
/4. Intermediary Statistics/
1. Intermediary Statistics - Game Plan.mp4	1.9 MB
1. Intermediary Statistics - Game Plan.srt	1.0 KB
10. EXERCISE Python - Shapiro-Wilks.mp4	15.8 MB
10. EXERCISE Python - Shapiro-Wilks.srt	3.3 KB
11. Standard Error of the Mean.mp4	8.5 MB
11. Standard Error of the Mean.srt	3.2 KB
12. Python - Standard Error.mp4	30.2 MB
12. Python - Standard Error.srt	4.7 KB
13. EXERCISE Python - Standard Error.mp4	13.2 MB
13. EXERCISE Python - Standard Error.srt	3.1 KB
14. Z-Score.mp4	8.9 MB
14. Z-Score.srt	3.0 KB
15. Confidence interval.mp4	45.0 MB
15. Confidence interval.srt	6.4 KB
16. Python - Confidence Interval.mp4	48.0 MB
16. Python - Confidence Interval.srt	7.9 KB
17. EXERCISE Python - Confidence Interval.mp4	16.9 MB
17. EXERCISE Python - Confidence Interval.srt	2.7 KB
18. T-test.mp4	6.9 MB
18. T-test.srt	2.6 KB
19. CASE STUDY Remote Work Predictions (Briefing).mp4	2.6 MB
19. CASE STUDY Remote Work Predictions (Briefing).srt	0.9 KB
2. Normal Distribution.mp4	13.4 MB
2. Normal Distribution.srt	3.5 KB
20. Python - T-test.mp4	68.7 MB
20. Python - T-test.srt	12.4 KB
21. EXERCISE Python - T-test.mp4	33.5 MB
21. EXERCISE Python - T-test.srt	6.1 KB
22. Chi-square test.mp4	9.2 MB
22. Chi-square test.srt	2.9 KB
23. Python - Chi-square test.mp4	52.9 MB
23. Python - Chi-square test.srt	8.9 KB
24. EXERCISE Python - Chi-square.mp4	23.8 MB
24. EXERCISE Python - Chi-square.srt	3.8 KB
25. Powerposing and p-hacking.mp4	16.5 MB
25. Powerposing and p-hacking.srt	4.0 KB
3. CASE STUDY Wine Quality (Briefing).mp4	10.3 MB
3. CASE STUDY Wine Quality (Briefing).srt	3.2 KB
4. Python - Preparing Script and Loading Data.mp4	30.0 MB
4. Python - Preparing Script and Loading Data.srt	6.0 KB
5. Python - Normal Distribution Visualization.mp4	42.9 MB
5. Python - Normal Distribution Visualization.srt	9.3 KB
6. EXERCISE Python - Normal Distribution.mp4	29.7 MB
6. EXERCISE Python - Normal Distribution.srt	7.0 KB
7. P-value.mp4	28.6 MB
7. P-value.srt	6.8 KB
8. Shapiro-Wilks Test.mp4	6.4 MB
8. Shapiro-Wilks Test.srt	2.1 KB
9. Python - Shapiro-Wilks Test.mp4	53.6 MB
9. Python - Shapiro-Wilks Test.srt	9.1 KB
/5. Linear Regression/
1. Linear Regression - Game Plan.mp4	3.8 MB
1. Linear Regression - Game Plan.srt	1.7 KB
10. Dummy Variable Trap.mp4	12.7 MB
10. Dummy Variable Trap.srt	3.9 KB
11. Python - Dummy Variable.mp4	18.7 MB
11. Python - Dummy Variable.srt	4.1 KB
12. EXERCISE Python - Linear Regression.mp4	37.8 MB
12. EXERCISE Python - Linear Regression.srt	6.5 KB
2. CASE STUDY Diamonds (Briefing).mp4	3.5 MB
2. CASE STUDY Diamonds (Briefing).srt	1.1 KB
3. Linear Regression.mp4	17.0 MB
3. Linear Regression.srt	5.7 KB
4. Python - Preparing Script and Loading Data.mp4	28.8 MB
4. Python - Preparing Script and Loading Data.srt	5.7 KB
5. Python - Isolate X and Y.mp4	11.6 MB
5. Python - Isolate X and Y.srt	2.0 KB
6. Python - Adding Constant.mp4	12.0 MB
6. Python - Adding Constant.srt	3.4 KB
7. Linear Regression Output.mp4	35.1 MB
7. Linear Regression Output.srt	3.9 KB
8. Python - Linear Regression model and summary.mp4	23.0 MB
8. Python - Linear Regression model and summary.srt	3.7 KB
9. Python - Plotting Regression.mp4	27.4 MB
9. Python - Plotting Regression.srt	4.6 KB
/6. Multilinear Regression/
1. Multilinear Regression - Game Plan.mp4	4.4 MB
1. Multilinear Regression - Game Plan.srt	1.8 KB
10. Python - For Loop.mp4	29.6 MB
10. Python - For Loop.srt	5.0 KB
11. Python - Creating Dummy Variables.mp4	18.4 MB
11. Python - Creating Dummy Variables.srt	3.6 KB
12. Python - Isolate X and Y.mp4	21.7 MB
12. Python - Isolate X and Y.srt	4.3 KB
13. Python - Adding Constant.mp4	7.4 MB
13. Python - Adding Constant.srt	1.7 KB
14. Under and Over Fitting.mp4	5.3 MB
14. Under and Over Fitting.srt	1.7 KB
15. Training and Test Set.mp4	2.9 MB
15. Training and Test Set.srt	1.2 KB
16. Python - Train and Test Split.mp4	14.6 MB
16. Python - Train and Test Split.srt	2.7 KB
17. Python - Multilinear Regression.mp4	44.8 MB
17. Python - Multilinear Regression.srt	5.4 KB
18. Accuracy KPIs (Key Performance Indicators).mp4	15.3 MB
18. Accuracy KPIs (Key Performance Indicators).srt	3.5 KB
19. Python - Model Predictions.mp4	10.2 MB
19. Python - Model Predictions.srt	1.8 KB
2. The Concept of Multilinear Regression.mp4	5.6 MB
2. The Concept of Multilinear Regression.srt	2.2 KB
20. Python - Accuracy Assessment.mp4	39.4 MB
20. Python - Accuracy Assessment.srt	6.7 KB
21. CHALLENGE Introduction.mp4	29.0 MB
21. CHALLENGE Introduction.srt	5.5 KB
22. CHALLENGE Solutions.mp4	116.0 MB
22. CHALLENGE Solutions.srt	20.0 KB
3. CASE STUDY Professors' Salary (Briefing).mp4	3.2 MB
3. CASE STUDY Professors' Salary (Briefing).srt	1.0 KB
4. Python - Preparing Script and Loading Data.mp4	34.4 MB
4. Python - Preparing Script and Loading Data.srt	6.0 KB
5. Python - Summary Statistics.mp4	19.7 MB
5. Python - Summary Statistics.srt	3.4 KB
6. Outliers.mp4	9.2 MB
6. Outliers.srt	3.4 KB
7. Python - Plotting Continuous Variables.mp4	41.3 MB
7. Python - Plotting Continuous Variables.srt	5.6 KB
8. Python - Correlation Matrix.mp4	22.1 MB
8. Python - Correlation Matrix.srt	3.4 KB
9. Python - Categorical Variables.mp4	27.8 MB
9. Python - Categorical Variables.srt	5.0 KB
/7. Logistic Regression/
1. Logistic Regression - Game Plan.mp4	3.3 MB
1. Logistic Regression - Game Plan.srt	1.4 KB
10. Python - Training and Test Set.mp4	22.7 MB
10. Python - Training and Test Set.srt	3.0 KB
11. How to Read Logistic Regression Coefficients.mp4	11.4 MB
11. How to Read Logistic Regression Coefficients.srt	2.9 KB
12. Python - Logistic Regression.mp4	19.5 MB
12. Python - Logistic Regression.srt	2.6 KB
13. Python - Function to Read Coefficients.mp4	59.4 MB
13. Python - Function to Read Coefficients.srt	10.3 KB
14. Python - Predictions.mp4	22.3 MB
14. Python - Predictions.srt	3.6 KB
15. Confusion Matrix.mp4	25.7 MB
15. Confusion Matrix.srt	7.5 KB
16. Python - Confusion Matrix.mp4	31.1 MB
16. Python - Confusion Matrix.srt	5.6 KB
17. Python - Manual Accuracy Assessment.mp4	40.3 MB
17. Python - Manual Accuracy Assessment.srt	7.6 KB
18. Python - Classification Report.mp4	20.5 MB
18. Python - Classification Report.srt	2.9 KB
19. CHALLENGE Introduction.mp4	30.7 MB
19. CHALLENGE Introduction.srt	5.0 KB
2. CASE STUDY Spam Emails (Briefing).mp4	3.1 MB
2. CASE STUDY Spam Emails (Briefing).srt	1.1 KB
20. CHALLENGE Solutions.mp4	95.0 MB
20. CHALLENGE Solutions.srt	15.6 KB
3. Logistic Regression.mp4	10.6 MB
3. Logistic Regression.srt	2.2 KB
4. Python - Preparing Script and Loading Data.mp4	29.2 MB
4. Python - Preparing Script and Loading Data.srt	4.8 KB
5. Python - Summary Statistics.mp4	29.3 MB
5. Python - Summary Statistics.srt	3.4 KB
6. Python - Histogram and Outlier Removal.mp4	50.6 MB
6. Python - Histogram and Outlier Removal.srt	8.1 KB
7. Python - Correlation Matrix.mp4	15.8 MB
7. Python - Correlation Matrix.srt	2.6 KB
8. Python - Transforming Dependent Variable.mp4	18.2 MB
8. Python - Transforming Dependent Variable.srt	3.0 KB
9. Python - Prepare X and Y.mp4	12.1 MB
9. Python - Prepare X and Y.srt	2.6 KB
/8. PART B ECONOMETRICS & CAUSAL INFERENCE/
1. What are Econometrics & Causal Inference, and why are they important.html	1.8 KB
/9. Google Causal Impact (Econometrics and Causal Inference)/
1. Why Econometrics and Causal Inference.mp4	19.2 MB
1. Why Econometrics and Causal Inference.srt	4.6 KB
10. Assumptions.mp4	17.5 MB
10. Assumptions.srt	4.0 KB
11. Python - Loading More Stock Data.mp4	24.4 MB
11. Python - Loading More Stock Data.srt	4.5 KB
12. Python - Data Preparation.mp4	40.2 MB
12. Python - Data Preparation.srt	5.6 KB
13. Python - Training Dataframe.mp4	16.3 MB
13. Python - Training Dataframe.srt	2.2 KB
14. Correlation Recap and Stationarity.mp4	18.2 MB
14. Correlation Recap and Stationarity.srt	4.7 KB
15. Python - Stationarity.mp4	60.7 MB
15. Python - Stationarity.srt	8.9 KB
16. Python - Correlation Matrix and Heatmap.mp4	77.9 MB
16. Python - Correlation Matrix and Heatmap.srt	10.5 KB
17. Python - Google Causal Impact Setup.mp4	15.9 MB
17. Python - Google Causal Impact Setup.srt	2.5 KB
18. Python - Google Causal Impact.mp4	32.6 MB
18. Python - Google Causal Impact.srt	3.4 KB
19. Interpreting the Causal Impact Plots.mp4	26.8 MB
19. Interpreting the Causal Impact Plots.srt	4.6 KB
2. Google Causal Impact - Game Plan.mp4	4.2 MB
2. Google Causal Impact - Game Plan.srt	1.7 KB
20. Python - Causal Impact Results.mp4	43.9 MB
20. Python - Causal Impact Results.srt	6.3 KB
21. CHALLENGE Introduction.mp4	42.5 MB
21. CHALLENGE Introduction.srt	6.4 KB
22. CHALLENGE Solutions.mp4	172.4 MB
22. CHALLENGE Solutions.srt	22.2 KB
23. EXERCISE Imposter Syndrome.mp4	41.1 MB
23. EXERCISE Imposter Syndrome.srt	4.6 KB
3. Time Series Data.mp4	6.7 MB
3. Time Series Data.srt	1.7 KB
4. CASE STUDY Bitcoin and PayPal (Briefing).mp4	15.0 MB
4. CASE STUDY Bitcoin and PayPal (Briefing).srt	2.7 KB
5. Difference-in-Differences Framework.mp4	12.2 MB
5. Difference-in-Differences Framework.srt	3.6 KB
6. Causal Impact Step-by-Step Guide.mp4	6.2 MB
6. Causal Impact Step-by-Step Guide.srt	2.5 KB
7. Python - Libraries and Dates.mp4	21.1 MB
7. Python - Libraries and Dates.srt	3.8 KB
8. Python - Dates.mp4	29.8 MB
8. Python - Dates.srt	4.9 KB
9. Python - Load Bitcoin Price Data.mp4	43.1 MB
9. Python - Load Bitcoin Price Data.srt	5.1 KB
Total files 499