Download Business Data Analytics & Intelligence with Python 2023 Torrent

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Business Data Analytics & Intelligence with Python 2023

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1. Introduction

1. Python for Business Analytics & Intelligence.mp4	MP4	53.63 MB
1. Python for Business Analytics & Intelligence.srt	SRT	3.46 KB
2. Introduction.mp4	MP4	7.27 MB
2. Introduction.srt	SRT	2.39 KB
3. Join Our Online Classroom!.mp4	MP4	75.33 MB
3. Join Our Online Classroom!.srt	SRT	5.95 KB
4. Exercise Meet Your Classmates + Instructor.html	HTML	3.75 KB
5. Setting up the Course Material.mp4	MP4	57.96 MB
5. Setting up the Course Material.srt	SRT	9.73 KB
5.1 Course Materials.html	HTML	99 B
5.2 Sign up for your free Google Drive account here..html	HTML	85 B
6. The Modern Day Business Analyst.mp4	MP4	19.53 MB
6. The Modern Day Business Analyst.srt	SRT	5.51 KB
7. Monthly Coding Challenges, Free Resources and Guides.html	HTML	1.6 KB

10. Matching

1. Matching - Game Plan.mp4	MP4	8.12 MB
1. Matching - Game Plan.srt	SRT	3.27 KB
10. Python - Chi-square Test.mp4	MP4	31.14 MB
10. Python - Chi-square Test.srt	SRT	4.12 KB
11. Python - Chi-square Loop.mp4	MP4	29.37 MB
11. Python - Chi-square Loop.srt	SRT	4.92 KB
12. Python - Other Variables.mp4	MP4	15.53 MB
12. Python - Other Variables.srt	SRT	1.83 KB
13. The Curse of Dimensionality.mp4	MP4	7.46 MB
13. The Curse of Dimensionality.srt	SRT	1.85 KB
14. Python - Race Variable Transformation.mp4	MP4	66.81 MB
14. Python - Race Variable Transformation.srt	SRT	7.77 KB
15. Python - Education Variables.mp4	MP4	40.82 MB
15. Python - Education Variables.srt	SRT	5.83 KB
16. Python - Cleaning and Preparing Dataset.mp4	MP4	26.53 MB
16. Python - Cleaning and Preparing Dataset.srt	SRT	3.58 KB
17. Common Support Region.mp4	MP4	24.18 MB
17. Common Support Region.srt	SRT	4.13 KB
18. Python - Logistic Regression and Debugging.mp4	MP4	73.92 MB
18. Python - Logistic Regression and Debugging.srt	SRT	8.44 KB
19. Python - Preparing for Common Support Region.mp4	MP4	36 MB
19. Python - Preparing for Common Support Region.srt	SRT	5.88 KB
2. Matching.mp4	MP4	14.15 MB
2. Matching.srt	SRT	3.36 KB
20. Python - Common Support Region Visualization.mp4	MP4	10.93 MB
20. Python - Common Support Region Visualization.srt	SRT	1.76 KB
21. Python - Matching.mp4	MP4	39.11 MB
21. Python - Matching.srt	SRT	5.26 KB
22. Robustness Checks.mp4	MP4	6.61 MB
22. Robustness Checks.srt	SRT	2.61 KB
23. Python - Robustness Check - Repeated experiments.mp4	MP4	53.74 MB
23. Python - Robustness Check - Repeated experiments.srt	SRT	7.66 KB
24. Python - Outcome Visualization.mp4	MP4	11.43 MB
24. Python - Outcome Visualization.srt	SRT	1.9 KB
25. Python - Robustness Check - Removing 1 Confounder.mp4	MP4	28.65 MB
25. Python - Robustness Check - Removing 1 Confounder.srt	SRT	3.81 KB
26. CHALLENGE Introduction.mp4	MP4	34.33 MB
26. CHALLENGE Introduction.srt	SRT	6.3 KB
27. CHALLENGE Solutions.mp4	MP4	107.51 MB
27. CHALLENGE Solutions.srt	SRT	15.99 KB
28. My Experience with Matching.mp4	MP4	7.75 MB
28. My Experience with Matching.srt	SRT	3.11 KB
3. CASE STUDY Catholic Schools & Standardized Tests (Briefing).mp4	MP4	4.7 MB
3. CASE STUDY Catholic Schools & Standardized Tests (Briefing).srt	SRT	1.2 KB
4. Python - Directory and Libraries.mp4	MP4	18.14 MB
4. Python - Directory and Libraries.srt	SRT	3.01 KB
5. Python - Loading Data.mp4	MP4	25.91 MB
5. Python - Loading Data.srt	SRT	2.77 KB
6. Unconfoundedness.mp4	MP4	8.48 MB
6. Unconfoundedness.srt	SRT	2.62 KB
7. Python - Comparing Means.mp4	MP4	20 MB
7. Python - Comparing Means.srt	SRT	2.85 KB
8. Python - T-Test.mp4	MP4	27.3 MB
8. Python - T-Test.srt	SRT	4.52 KB
9. Python - T-Test Loop.mp4	MP4	30.27 MB
9. Python - T-Test Loop.srt	SRT	5.28 KB

11. PART C SEGMENTATION

1. What is Segmentation and why is it important.html

HTML

2.03 KB

12. RFM (Recency, Frequency, Monetary) Analysis

1. RFM - Game Plan.mp4	MP4	2.28 MB
1. RFM - Game Plan.srt	SRT	849 B
10. Python - Monetary Variable.mp4	MP4	8.35 MB
10. Python - Monetary Variable.srt	SRT	1.36 KB
11. Python - Tidying up Dataframe.mp4	MP4	18.67 MB
11. Python - Tidying up Dataframe.srt	SRT	2.94 KB
12. Python - Quartiles.mp4	MP4	41.83 MB
12. Python - Quartiles.srt	SRT	7.11 KB
13. Python - RFM Score.mp4	MP4	12.05 MB
13. Python - RFM Score.srt	SRT	1.98 KB
14. Python - RFM Function.mp4	MP4	22.44 MB
14. Python - RFM Function.srt	SRT	4.67 KB
15. Python - Applying RFM Function.mp4	MP4	15.71 MB
15. Python - Applying RFM Function.srt	SRT	2.64 KB
16. Python - Results Summary.mp4	MP4	27.33 MB
16. Python - Results Summary.srt	SRT	5.01 KB
17. CHALLENGE Introduction.mp4	MP4	17.89 MB
17. CHALLENGE Introduction.srt	SRT	3.9 KB
18. CHALLENGE Solutions.mp4	MP4	72.65 MB
18. CHALLENGE Solutions.srt	SRT	12.83 KB
2. Value Based Segmentation.mp4	MP4	9.01 MB
2. Value Based Segmentation.srt	SRT	3.34 KB
3. RFM Model.mp4	MP4	14.42 MB
3. RFM Model.srt	SRT	6.1 KB
4. CASE STUDY Online Shopping (Briefing).mp4	MP4	2.92 MB
4. CASE STUDY Online Shopping (Briefing).srt	SRT	1.08 KB
5. Python - Directory and Libraries.mp4	MP4	14.26 MB
5. Python - Directory and Libraries.srt	SRT	2.37 KB
6. Python - Loading Data.mp4	MP4	23.5 MB
6. Python - Loading Data.srt	SRT	2.98 KB
7. Python - Creating Sales Variable.mp4	MP4	16.06 MB
7. Python - Creating Sales Variable.srt	SRT	1.95 KB
8. Python - Date Variable.mp4	MP4	21.85 MB
8. Python - Date Variable.srt	SRT	3.8 KB
9. Python - Customer Level Aggregation.mp4	MP4	30.43 MB
9. Python - Customer Level Aggregation.srt	SRT	3.97 KB

13. Gaussian Mixture

1. Gaussian Mixture - Game Plan.mp4	MP4	2.69 MB
1. Gaussian Mixture - Game Plan.srt	SRT	1.41 KB
10. Python - Gaussian Mixture Model.mp4	MP4	8.58 MB
10. Python - Gaussian Mixture Model.srt	SRT	1.37 KB
11. Python - Cluster Prediction and Assignment.mp4	MP4	14.33 MB
11. Python - Cluster Prediction and Assignment.srt	SRT	3.04 KB
12. Python - Interpretation.mp4	MP4	78.69 MB
12. Python - Interpretation.srt	SRT	8.98 KB
13. CHALLENGE Introduction.mp4	MP4	32.87 MB
13. CHALLENGE Introduction.srt	SRT	5.12 KB
14. CHALLENGE Solutions.mp4	MP4	160.57 MB
14. CHALLENGE Solutions.srt	SRT	19.73 KB
15. My Experience with Segmentation.mp4	MP4	12.96 MB
15. My Experience with Segmentation.srt	SRT	3.79 KB
2. Clustering.mp4	MP4	6.25 MB
2. Clustering.srt	SRT	2.47 KB
3. Gaussian Mixture Model.mp4	MP4	13.84 MB
3. Gaussian Mixture Model.srt	SRT	4.34 KB
4. CASE STUDY Credit Cards #1 (Briefing).mp4	MP4	2.97 MB
4. CASE STUDY Credit Cards #1 (Briefing).srt	SRT	1.08 KB
5. Python - Directory and Data.mp4	MP4	14.66 MB
5. Python - Directory and Data.srt	SRT	2.16 KB
6. Python - Load Data.mp4	MP4	16.64 MB
6. Python - Load Data.srt	SRT	2.07 KB
7. Python - Transform Character variables.mp4	MP4	12.06 MB
7. Python - Transform Character variables.srt	SRT	1.36 KB
8. AIC and BIC.mp4	MP4	10.14 MB
8. AIC and BIC.srt	SRT	2.42 KB
9. Python - Optimal Number of Clusters.mp4	MP4	38.75 MB
9. Python - Optimal Number of Clusters.srt	SRT	6.56 KB
GetFreeCourses.Co.url	URL	116 B
How you can help GetFreeCourses.Co.txt	TXT	182 B

14. PART D PREDICTIVE ANALYTICS

1. What are Predictive Analytics and why are they important.html

HTML

1.65 KB

15. Random Forest

1. Random Forest - Game Plan.mp4	MP4	3.31 MB
1. Random Forest - Game Plan.srt	SRT	1.21 KB
10. Python - Isolate X and Y.mp4	MP4	13.08 MB
10. Python - Isolate X and Y.srt	SRT	1.77 KB
11. Python - Training and Test Set.mp4	MP4	31.62 MB
11. Python - Training and Test Set.srt	SRT	3.41 KB
12. Python - Random Forest Model.mp4	MP4	17.84 MB
12. Python - Random Forest Model.srt	SRT	3.2 KB
13. Python - Predictions.mp4	MP4	7.85 MB
13. Python - Predictions.srt	SRT	1.5 KB
14. Python - Classification Report and F1 score.mp4	MP4	24.7 MB
14. Python - Classification Report and F1 score.srt	SRT	3.71 KB
15. Python - Feature Importance.mp4	MP4	26.09 MB
15. Python - Feature Importance.srt	SRT	4.89 KB
16. Parameter Tuning.mp4	MP4	7.6 MB
16. Parameter Tuning.srt	SRT	2.97 KB
17. Python - Parameter Grid.mp4	MP4	17.71 MB
17. Python - Parameter Grid.srt	SRT	3.55 KB
18. Python - Parameter Tuning.mp4	MP4	48.13 MB
18. Python - Parameter Tuning.srt	SRT	7.61 KB
19. CHALLENGE Introduction.mp4	MP4	29.15 MB
19. CHALLENGE Introduction.srt	SRT	4.66 KB
2. Ensemble Learning and Random Forest.mp4	MP4	9.03 MB
2. Ensemble Learning and Random Forest.srt	SRT	2.49 KB
20. CHALLENGE Solutions (Part 1).mp4	MP4	55.87 MB
20. CHALLENGE Solutions (Part 1).srt	SRT	9.24 KB
21. CHALLENGE Solutions (Part 2).mp4	MP4	59.13 MB
21. CHALLENGE Solutions (Part 2).srt	SRT	10.27 KB
3. How Decision Trees Work.mp4	MP4	17.27 MB
3. How Decision Trees Work.srt	SRT	4.54 KB
4. CASE STUDY Credit Cards #2 (Briefing).mp4	MP4	2.22 MB
4. CASE STUDY Credit Cards #2 (Briefing).srt	SRT	860 B
5. Python - Directory and Libraries.mp4	MP4	13.94 MB
5. Python - Directory and Libraries.srt	SRT	2.47 KB
6. Python - Loading Data.mp4	MP4	19.72 MB
6. Python - Loading Data.srt	SRT	2.05 KB
7. Python - Transform Object into Numerical Variables.mp4	MP4	13.53 MB
7. Python - Transform Object into Numerical Variables.srt	SRT	1.98 KB
8. Python - Summary Statistics.mp4	MP4	23.58 MB
8. Python - Summary Statistics.srt	SRT	2.53 KB
9. Random Forest Quirks.mp4	MP4	6.68 MB
9. Random Forest Quirks.srt	SRT	2.75 KB

16. Facebook Prophet

1. Facebook Prophet - Game Plan.mp4	MP4	3.39 MB
1. Facebook Prophet - Game Plan.srt	SRT	1.51 KB
10. Python - Easter Holidays.mp4	MP4	28.46 MB
10. Python - Easter Holidays.srt	SRT	5.82 KB
11. Python - Black Friday.mp4	MP4	18.53 MB
11. Python - Black Friday.srt	SRT	3.34 KB
12. Python - Combining Events and Preparing Dataframe.mp4	MP4	17.02 MB
12. Python - Combining Events and Preparing Dataframe.srt	SRT	2.78 KB
13. Training and Test Set.mp4	MP4	6.36 MB
13. Training and Test Set.srt	SRT	2.28 KB
14. Python - Training and Test Set.mp4	MP4	12.71 MB
14. Python - Training and Test Set.srt	SRT	3.59 KB
15. Facebook Prophet Parameters.mp4	MP4	8.07 MB
15. Facebook Prophet Parameters.srt	SRT	2.32 KB
16. Additive vs. Multiplicative Seasonality.mp4	MP4	10.06 MB
16. Additive vs. Multiplicative Seasonality.srt	SRT	2.66 KB
17. Facebook Prophet Model.mp4	MP4	39.62 MB
17. Facebook Prophet Model.srt	SRT	5.25 KB
18. Python - Regressor Coefficients.mp4	MP4	10.52 MB
18. Python - Regressor Coefficients.srt	SRT	1.67 KB
19. Python - Future Dataframe.mp4	MP4	34.63 MB
19. Python - Future Dataframe.srt	SRT	4.87 KB
2. Structural Time Series.mp4	MP4	8.24 MB
2. Structural Time Series.srt	SRT	2.7 KB
20. Python - Forecasting.mp4	MP4	18.63 MB
20. Python - Forecasting.srt	SRT	2.69 KB
21. Python - Accuracy Assessment.mp4	MP4	22.59 MB
21. Python - Accuracy Assessment.srt	SRT	3.79 KB
22. Python - Visualization.mp4	MP4	39.24 MB
22. Python - Visualization.srt	SRT	6.58 KB
23. Cross-validation.mp4	MP4	2.9 MB
23. Cross-validation.srt	SRT	1.17 KB
24. Python - Cross-validation.mp4	MP4	59.86 MB
24. Python - Cross-validation.srt	SRT	8.91 KB
25. Parameters to tune.mp4	MP4	3.84 MB
25. Parameters to tune.srt	SRT	1.71 KB
26. Python - Parameter Grid.mp4	MP4	25.54 MB
26. Python - Parameter Grid.srt	SRT	4.19 KB
27. Python - Parameter Tuning.mp4	MP4	56.49 MB
27. Python - Parameter Tuning.srt	SRT	7.49 KB
28. CHALLENGE Introduction.mp4	MP4	24.46 MB
28. CHALLENGE Introduction.srt	SRT	5.67 KB
29. CHALLENGE Solutions (Part 1).mp4	MP4	52.18 MB
29. CHALLENGE Solutions (Part 1).srt	SRT	9.93 KB
3. Facebook Prophet.mp4	MP4	11.83 MB
3. Facebook Prophet.srt	SRT	4.01 KB
30. CHALLENGE Solutions (Part 2).mp4	MP4	77.81 MB
30. CHALLENGE Solutions (Part 2).srt	SRT	11.77 KB
31. CHALLENGE Solutions (Part 3).mp4	MP4	48.96 MB
31. CHALLENGE Solutions (Part 3).srt	SRT	8.17 KB
32. Forecasting at Uber.mp4	MP4	15.61 MB
32. Forecasting at Uber.srt	SRT	5.36 KB
4. CASE STUDY Wikipedia (Briefing).mp4	MP4	2.63 MB
4. CASE STUDY Wikipedia (Briefing).srt	SRT	975 B
5. Python - Directory and Libraries.mp4	MP4	14.28 MB
5. Python - Directory and Libraries.srt	SRT	2.42 KB
6. Python - Loading Data.mp4	MP4	14.44 MB
6. Python - Loading Data.srt	SRT	2.78 KB
7. Python - Transforming Date Variable.mp4	MP4	20.68 MB
7. Python - Transforming Date Variable.srt	SRT	3.07 KB
8. Python - Renaming Variables.mp4	MP4	10.17 MB
8. Python - Renaming Variables.srt	SRT	1.7 KB
9. Dynamic Holidays.mp4	MP4	6.44 MB
9. Dynamic Holidays.srt	SRT	2.45 KB

17. Where To Go From Here

1. Thank You!.mp4	MP4	16.86 MB
1. Thank You!.srt	SRT	1.82 KB
2. Become An Alumni.html	HTML	921 B
3. Endorsements On LinkedIn.html	HTML	1.37 KB
4. Learning Guideline.html	HTML	353 B
5. Coding Challenges.html	HTML	860 B

18. BONUS Section

1. Special Bonus Lecture.html

HTML

1.22 KB

2. PART A STATISTICS

1. What are Statistics and why are they important.html

HTML

1.59 KB

3. Basic Statistics

1. Basic Statistics - Game Plan.mp4	MP4	2.91 MB
1. Basic Statistics - Game Plan.srt	SRT	1.28 KB
10. Python - Mode.mp4	MP4	18.82 MB
10. Python - Mode.srt	SRT	3.35 KB
11. EXERCISE Python - Mode.mp4	MP4	12.62 MB
11. EXERCISE Python - Mode.srt	SRT	1.91 KB
12. Correlation.mp4	MP4	29.39 MB
12. Correlation.srt	SRT	5.41 KB
13. Python - Correlation.mp4	MP4	54.04 MB
13. Python - Correlation.srt	SRT	10.4 KB
14. EXERCISE Python - Correlation.mp4	MP4	24.16 MB
14. EXERCISE Python - Correlation.srt	SRT	4.17 KB
15. Standard Deviation.mp4	MP4	7.26 MB
15. Standard Deviation.srt	SRT	2.66 KB
16. Python - Standard Deviation.mp4	MP4	17.66 MB
16. Python - Standard Deviation.srt	SRT	2.64 KB
17. EXERCISE Python - Standard Deviation.mp4	MP4	6.48 MB
17. EXERCISE Python - Standard Deviation.srt	SRT	1.31 KB
18. CASE STUDY Moneyball.mp4	MP4	12.45 MB
18. CASE STUDY Moneyball.srt	SRT	4.17 KB
2. Arithmetic Mean.mp4	MP4	9.12 MB
2. Arithmetic Mean.srt	SRT	2.64 KB
3. CASE STUDY Moneyball (Briefing).mp4	MP4	2.19 MB
3. CASE STUDY Moneyball (Briefing).srt	SRT	1.26 KB
4. Python - Directory, Libraries and Data.mp4	MP4	51.3 MB
4. Python - Directory, Libraries and Data.srt	SRT	9.5 KB
5. Python - Mean.mp4	MP4	59.67 MB
5. Python - Mean.srt	SRT	10.3 KB
6. EXERCISE Python - Mean.mp4	MP4	16.48 MB
6. EXERCISE Python - Mean.srt	SRT	2.43 KB
7. Median and Mode.mp4	MP4	8.43 MB
7. Median and Mode.srt	SRT	3.28 KB
8. Python - Median.mp4	MP4	25.38 MB
8. Python - Median.srt	SRT	5.12 KB
9. EXERCISE Python - Median.mp4	MP4	20.28 MB
9. EXERCISE Python - Median.srt	SRT	3.71 KB

4. Intermediary Statistics

1. Intermediary Statistics - Game Plan.mp4	MP4	1.82 MB
1. Intermediary Statistics - Game Plan.srt	SRT	971 B
10. EXERCISE Python - Shapiro-Wilks.mp4	MP4	15.07 MB
10. EXERCISE Python - Shapiro-Wilks.srt	SRT	3.21 KB
11. Standard Error of the Mean.mp4	MP4	8.15 MB
11. Standard Error of the Mean.srt	SRT	3.11 KB
12. Python - Standard Error.mp4	MP4	28.84 MB
12. Python - Standard Error.srt	SRT	4.61 KB
13. EXERCISE Python - Standard Error.mp4	MP4	12.57 MB
13. EXERCISE Python - Standard Error.srt	SRT	3.01 KB
14. Z-Score.mp4	MP4	8.45 MB
14. Z-Score.srt	SRT	2.94 KB
15. Confidence interval.mp4	MP4	42.96 MB
15. Confidence interval.srt	SRT	6.28 KB
16. Python - Confidence Interval.mp4	MP4	45.81 MB
16. Python - Confidence Interval.srt	SRT	7.71 KB
17. EXERCISE Python - Confidence Interval.mp4	MP4	16.16 MB
17. EXERCISE Python - Confidence Interval.srt	SRT	2.64 KB
18. T-test.mp4	MP4	6.6 MB
18. T-test.srt	SRT	2.55 KB
19. CASE STUDY Remote Work Predictions (Briefing).mp4	MP4	2.45 MB
19. CASE STUDY Remote Work Predictions (Briefing).srt	SRT	875 B
2. Normal Distribution.mp4	MP4	12.81 MB
2. Normal Distribution.srt	SRT	3.43 KB
20. Python - T-test.mp4	MP4	65.47 MB
20. Python - T-test.srt	SRT	12.11 KB
21. EXERCISE Python - T-test.mp4	MP4	31.94 MB
21. EXERCISE Python - T-test.srt	SRT	6 KB
22. Chi-square test.mp4	MP4	8.78 MB
22. Chi-square test.srt	SRT	2.83 KB
23. Python - Chi-square test.mp4	MP4	50.5 MB
23. Python - Chi-square test.srt	SRT	8.73 KB
24. EXERCISE Python - Chi-square.mp4	MP4	22.71 MB
24. EXERCISE Python - Chi-square.srt	SRT	3.69 KB
25. Powerposing and p-hacking.mp4	MP4	15.74 MB
25. Powerposing and p-hacking.srt	SRT	3.95 KB
3. CASE STUDY Wine Quality (Briefing).mp4	MP4	9.8 MB
3. CASE STUDY Wine Quality (Briefing).srt	SRT	3.11 KB
4. Python - Preparing Script and Loading Data.mp4	MP4	28.58 MB
4. Python - Preparing Script and Loading Data.srt	SRT	5.88 KB
5. Python - Normal Distribution Visualization.mp4	MP4	40.87 MB
5. Python - Normal Distribution Visualization.srt	SRT	9.09 KB
6. EXERCISE Python - Normal Distribution.mp4	MP4	28.28 MB
6. EXERCISE Python - Normal Distribution.srt	SRT	6.88 KB
7. P-value.mp4	MP4	27.3 MB
7. P-value.srt	SRT	6.61 KB
8. Shapiro-Wilks Test.mp4	MP4	6.11 MB
8. Shapiro-Wilks Test.srt	SRT	2.08 KB
9. Python - Shapiro-Wilks Test.mp4	MP4	51.1 MB
9. Python - Shapiro-Wilks Test.srt	SRT	8.89 KB
GetFreeCourses.Co.url	URL	116 B
How you can help GetFreeCourses.Co.txt	TXT	182 B

5. Linear Regression

1. Linear Regression - Game Plan.mp4	MP4	3.58 MB
1. Linear Regression - Game Plan.srt	SRT	1.7 KB
10. Dummy Variable Trap.mp4	MP4	12.13 MB
10. Dummy Variable Trap.srt	SRT	3.8 KB
11. Python - Dummy Variable.mp4	MP4	17.85 MB
11. Python - Dummy Variable.srt	SRT	4.01 KB
12. EXERCISE Python - Linear Regression.mp4	MP4	36.01 MB
12. EXERCISE Python - Linear Regression.srt	SRT	6.32 KB
2. CASE STUDY Diamonds (Briefing).mp4	MP4	3.34 MB
2. CASE STUDY Diamonds (Briefing).srt	SRT	1.09 KB
3. Linear Regression.mp4	MP4	16.24 MB
3. Linear Regression.srt	SRT	5.53 KB
4. Python - Preparing Script and Loading Data.mp4	MP4	27.47 MB
4. Python - Preparing Script and Loading Data.srt	SRT	5.61 KB
5. Python - Isolate X and Y.mp4	MP4	11.04 MB
5. Python - Isolate X and Y.srt	SRT	1.99 KB
6. Python - Adding Constant.mp4	MP4	11.47 MB
6. Python - Adding Constant.srt	SRT	3.27 KB
7. Linear Regression Output.mp4	MP4	33.44 MB
7. Linear Regression Output.srt	SRT	3.78 KB
8. Python - Linear Regression model and summary.mp4	MP4	21.95 MB
8. Python - Linear Regression model and summary.srt	SRT	3.58 KB
9. Python - Plotting Regression.mp4	MP4	26.09 MB
9. Python - Plotting Regression.srt	SRT	4.51 KB

6. Multilinear Regression

1. Multilinear Regression - Game Plan.mp4	MP4	4.19 MB
1. Multilinear Regression - Game Plan.srt	SRT	1.79 KB
10. Python - For Loop.mp4	MP4	28.25 MB
10. Python - For Loop.srt	SRT	4.92 KB
11. Python - Creating Dummy Variables.mp4	MP4	17.55 MB
11. Python - Creating Dummy Variables.srt	SRT	3.54 KB
12. Python - Isolate X and Y.mp4	MP4	20.71 MB
12. Python - Isolate X and Y.srt	SRT	4.19 KB
13. Python - Adding Constant.mp4	MP4	7.02 MB
13. Python - Adding Constant.srt	SRT	1.64 KB
14. Under and Over Fitting.mp4	MP4	5.09 MB
14. Under and Over Fitting.srt	SRT	1.67 KB
15. Training and Test Set.mp4	MP4	2.8 MB
15. Training and Test Set.srt	SRT	1.17 KB
16. Python - Train and Test Split.mp4	MP4	13.93 MB
16. Python - Train and Test Split.srt	SRT	2.63 KB
17. Python - Multilinear Regression.mp4	MP4	42.77 MB
17. Python - Multilinear Regression.srt	SRT	5.26 KB
18. Accuracy KPIs (Key Performance Indicators).mp4	MP4	14.54 MB
18. Accuracy KPIs (Key Performance Indicators).srt	SRT	3.46 KB
19. Python - Model Predictions.mp4	MP4	9.76 MB
19. Python - Model Predictions.srt	SRT	1.71 KB
2. The Concept of Multilinear Regression.mp4	MP4	5.31 MB
2. The Concept of Multilinear Regression.srt	SRT	2.19 KB
20. Python - Accuracy Assessment.mp4	MP4	37.55 MB
20. Python - Accuracy Assessment.srt	SRT	6.56 KB
21. CHALLENGE Introduction.mp4	MP4	27.71 MB
21. CHALLENGE Introduction.srt	SRT	5.35 KB
22. CHALLENGE Solutions.mp4	MP4	110.61 MB
22. CHALLENGE Solutions.srt	SRT	19.49 KB
3. CASE STUDY Professors' Salary (Briefing).mp4	MP4	3.09 MB
3. CASE STUDY Professors' Salary (Briefing).srt	SRT	1019 B
4. Python - Preparing Script and Loading Data.mp4	MP4	32.85 MB
4. Python - Preparing Script and Loading Data.srt	SRT	5.9 KB
5. Python - Summary Statistics.mp4	MP4	18.82 MB
5. Python - Summary Statistics.srt	SRT	3.36 KB
6. Outliers.mp4	MP4	8.82 MB
6. Outliers.srt	SRT	3.29 KB
7. Python - Plotting Continuous Variables.mp4	MP4	39.35 MB
7. Python - Plotting Continuous Variables.srt	SRT	5.42 KB
8. Python - Correlation Matrix.mp4	MP4	21.07 MB
8. Python - Correlation Matrix.srt	SRT	3.34 KB
9. Python - Categorical Variables.mp4	MP4	26.51 MB
9. Python - Categorical Variables.srt	SRT	4.88 KB
GetFreeCourses.Co.url	URL	116 B
How you can help GetFreeCourses.Co.txt	TXT	182 B

7. Logistic Regression

1. Logistic Regression - Game Plan.mp4	MP4	3.15 MB
1. Logistic Regression - Game Plan.srt	SRT	1.41 KB
10. Python - Training and Test Set.mp4	MP4	21.64 MB
10. Python - Training and Test Set.srt	SRT	2.89 KB
11. How to Read Logistic Regression Coefficients.mp4	MP4	10.89 MB
11. How to Read Logistic Regression Coefficients.srt	SRT	2.8 KB
12. Python - Logistic Regression.mp4	MP4	18.6 MB
12. Python - Logistic Regression.srt	SRT	2.57 KB
13. Python - Function to Read Coefficients.mp4	MP4	56.71 MB
13. Python - Function to Read Coefficients.srt	SRT	10.03 KB
14. Python - Predictions.mp4	MP4	21.27 MB
14. Python - Predictions.srt	SRT	3.55 KB
15. Confusion Matrix.mp4	MP4	24.52 MB
15. Confusion Matrix.srt	SRT	7.3 KB
16. Python - Confusion Matrix.mp4	MP4	29.64 MB
16. Python - Confusion Matrix.srt	SRT	5.47 KB
17. Python - Manual Accuracy Assessment.mp4	MP4	38.42 MB
17. Python - Manual Accuracy Assessment.srt	SRT	7.45 KB
18. Python - Classification Report.mp4	MP4	19.59 MB
18. Python - Classification Report.srt	SRT	2.82 KB
19. CHALLENGE Introduction.mp4	MP4	29.26 MB
19. CHALLENGE Introduction.srt	SRT	4.88 KB
2. CASE STUDY Spam Emails (Briefing).mp4	MP4	2.97 MB
2. CASE STUDY Spam Emails (Briefing).srt	SRT	1.09 KB
20. CHALLENGE Solutions.mp4	MP4	90.65 MB
20. CHALLENGE Solutions.srt	SRT	15.22 KB
3. Logistic Regression.mp4	MP4	10.13 MB
3. Logistic Regression.srt	SRT	2.19 KB
4. Python - Preparing Script and Loading Data.mp4	MP4	27.8 MB
4. Python - Preparing Script and Loading Data.srt	SRT	4.71 KB
5. Python - Summary Statistics.mp4	MP4	27.94 MB
5. Python - Summary Statistics.srt	SRT	3.31 KB
6. Python - Histogram and Outlier Removal.mp4	MP4	48.25 MB
6. Python - Histogram and Outlier Removal.srt	SRT	7.93 KB
7. Python - Correlation Matrix.mp4	MP4	15.09 MB
7. Python - Correlation Matrix.srt	SRT	2.55 KB
8. Python - Transforming Dependent Variable.mp4	MP4	17.33 MB
8. Python - Transforming Dependent Variable.srt	SRT	2.93 KB
9. Python - Prepare X and Y.mp4	MP4	11.55 MB
9. Python - Prepare X and Y.srt	SRT	2.5 KB

8. PART B ECONOMETRICS & CAUSAL INFERENCE

1. What are Econometrics & Causal Inference, and why are they important.html

HTML

1.72 KB

9. Google Causal Impact (Econometrics and Causal Inference)

1. Why Econometrics and Causal Inference.mp4	MP4	18.35 MB
1. Why Econometrics and Causal Inference.srt	SRT	4.48 KB
10. Assumptions.mp4	MP4	12.37 MB
10. Assumptions.srt	SRT	3.17 KB
11. Python - Load Control Groups.mp4	MP4	29.03 MB
11. Python - Load Control Groups.srt	SRT	4.09 KB
12. Python - Preparing DataFrame.mp4	MP4	54.04 MB
12. Python - Preparing DataFrame.srt	SRT	6.15 KB
13. Python - Preparing for Correlation Matrix.mp4	MP4	19.74 MB
13. Python - Preparing for Correlation Matrix.srt	SRT	2.78 KB
14. Correlation Recap and Stationarity.mp4	MP4	16.2 MB
14. Correlation Recap and Stationarity.srt	SRT	4.61 KB
15. Python - Stationarity.mp4	MP4	53.83 MB
15. Python - Stationarity.srt	SRT	9.56 KB
16. Python - Correlation.mp4	MP4	30.15 MB
16. Python - Correlation.srt	SRT	3.33 KB
17. Python - Google Causal Impact Setup.mp4	MP4	15.98 MB
17. Python - Google Causal Impact Setup.srt	SRT	2.45 KB
18. Python - Google Causal Impact.mp4	MP4	39.9 MB
18. Python - Google Causal Impact.srt	SRT	3.81 KB
19. Interpretation of Results.mp4	MP4	26.46 MB
19. Interpretation of Results.srt	SRT	4.41 KB
2. Google Causal Impact - Game Plan.mp4	MP4	3.58 MB
2. Google Causal Impact - Game Plan.srt	SRT	1.49 KB
20. Python - Impact Results.mp4	MP4	44.53 MB
20. Python - Impact Results.srt	SRT	5.79 KB
21. CHALLENGE Introduction.mp4	MP4	40.07 MB
21. CHALLENGE Introduction.srt	SRT	6.97 KB
22. CHALLENGE Solutions.mp4	MP4	103.51 MB
22. CHALLENGE Solutions.srt	SRT	13.59 KB
23. EXERCISE Imposter Syndrome.mp4	MP4	39.22 MB
23. EXERCISE Imposter Syndrome.srt	SRT	4.5 KB
3. Time Series Data.mp4	MP4	5.72 MB
3. Time Series Data.srt	SRT	1.66 KB
4. CASE STUDY Bitcoin Pricing (Briefing).mp4	MP4	14.2 MB
4. CASE STUDY Bitcoin Pricing (Briefing).srt	SRT	2.69 KB
5. Difference-in-Differences Framework.mp4	MP4	8.37 MB
5. Difference-in-Differences Framework.srt	SRT	2.37 KB
6. Causal Impact Step-by-Step.mp4	MP4	5.81 MB
6. Causal Impact Step-by-Step.srt	SRT	2.63 KB
7. Python - Installing and Importing Libraries.mp4	MP4	18.78 MB
7. Python - Installing and Importing Libraries.srt	SRT	4.34 KB
8. Python - Defining Dates.mp4	MP4	18.38 MB
8. Python - Defining Dates.srt	SRT	4.02 KB
9. Python - Bitcoin Price loading.mp4	MP4	33.59 MB
9. Python - Bitcoin Price loading.srt	SRT	6.08 KB

Download Paid Udemy Courses For Free.url

URL

116 B

GetFreeCourses.Co.url

URL

116 B

How you can help GetFreeCourses.Co.txt

TXT

182 B

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