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GetFreeCourses.Co-Udemy-Business Data Analytics & Intelligence with Python 2023
magnet:?xt=urn:btih:bcf669d9d618ea10afea90bed3d34fe123ef5d1f&dn=GetFreeCourses.Co-Udemy-Business Data Analytics & Intelligence with Python 2023
磁力链接详情
Hash值:
bcf669d9d618ea10afea90bed3d34fe123ef5d1f
点击数:
113
文件大小:
5.74 GB
文件数量:
240
创建日期:
2023-10-16 22:15
最后访问:
2024-5-14 19:48
访问标签:
GetFreeCourses
Co-Udemy-Business
Data
Analytics
&
Intelligence
with
Python
2023
文件列表详情
1. Introduction/1. Python for Business Analytics & Intelligence.mp4 53.63 MB
1. Introduction/2. Introduction.mp4 7.27 MB
1. Introduction/3. Join Our Online Classroom!.mp4 75.33 MB
1. Introduction/5. Setting up the Course Material.mp4 57.96 MB
1. Introduction/6. The Modern Day Business Analyst.mp4 19.53 MB
10. Matching/1. Matching - Game Plan.mp4 8.12 MB
10. Matching/10. Python - Chi-square Test.mp4 31.14 MB
10. Matching/11. Python - Chi-square Loop.mp4 29.37 MB
10. Matching/12. Python - Other Variables.mp4 15.53 MB
10. Matching/13. The Curse of Dimensionality.mp4 7.46 MB
10. Matching/14. Python - Race Variable Transformation.mp4 66.81 MB
10. Matching/15. Python - Education Variables.mp4 40.82 MB
10. Matching/16. Python - Cleaning and Preparing Dataset.mp4 26.53 MB
10. Matching/17. Common Support Region.mp4 24.18 MB
10. Matching/18. Python - Logistic Regression and Debugging.mp4 73.92 MB
10. Matching/19. Python - Preparing for Common Support Region.mp4 36 MB
10. Matching/2. Matching.mp4 14.15 MB
10. Matching/20. Python - Common Support Region Visualization.mp4 10.93 MB
10. Matching/21. Python - Matching.mp4 39.11 MB
10. Matching/22. Robustness Checks.mp4 6.61 MB
10. Matching/23. Python - Robustness Check - Repeated experiments.mp4 53.74 MB
10. Matching/24. Python - Outcome Visualization.mp4 11.43 MB
10. Matching/25. Python - Robustness Check - Removing 1 Confounder.mp4 28.65 MB
10. Matching/26. CHALLENGE Introduction.mp4 34.33 MB
10. Matching/27. CHALLENGE Solutions.mp4 107.51 MB
10. Matching/28. My Experience with Matching.mp4 7.75 MB
10. Matching/3. CASE STUDY Catholic Schools & Standardized Tests (Briefing).mp4 4.7 MB
10. Matching/4. Python - Directory and Libraries.mp4 18.14 MB
10. Matching/5. Python - Loading Data.mp4 25.91 MB
10. Matching/6. Unconfoundedness.mp4 8.48 MB
10. Matching/7. Python - Comparing Means.mp4 20 MB
10. Matching/8. Python - T-Test.mp4 27.3 MB
10. Matching/9. Python - T-Test Loop.mp4 30.27 MB
12. RFM (Recency, Frequency, Monetary) Analysis/1. RFM - Game Plan.mp4 2.28 MB
12. RFM (Recency, Frequency, Monetary) Analysis/10. Python - Monetary Variable.mp4 8.35 MB
12. RFM (Recency, Frequency, Monetary) Analysis/11. Python - Tidying up Dataframe.mp4 18.67 MB
12. RFM (Recency, Frequency, Monetary) Analysis/12. Python - Quartiles.mp4 41.83 MB
12. RFM (Recency, Frequency, Monetary) Analysis/13. Python - RFM Score.mp4 12.05 MB
12. RFM (Recency, Frequency, Monetary) Analysis/14. Python - RFM Function.mp4 22.44 MB
12. RFM (Recency, Frequency, Monetary) Analysis/15. Python - Applying RFM Function.mp4 15.71 MB
12. RFM (Recency, Frequency, Monetary) Analysis/16. Python - Results Summary.mp4 27.33 MB
12. RFM (Recency, Frequency, Monetary) Analysis/17. CHALLENGE Introduction.mp4 17.89 MB
12. RFM (Recency, Frequency, Monetary) Analysis/18. CHALLENGE Solutions.mp4 72.65 MB
12. RFM (Recency, Frequency, Monetary) Analysis/2. Value Based Segmentation.mp4 9.01 MB
12. RFM (Recency, Frequency, Monetary) Analysis/3. RFM Model.mp4 14.42 MB
12. RFM (Recency, Frequency, Monetary) Analysis/4. CASE STUDY Online Shopping (Briefing).mp4 2.92 MB
12. RFM (Recency, Frequency, Monetary) Analysis/5. Python - Directory and Libraries.mp4 14.26 MB
12. RFM (Recency, Frequency, Monetary) Analysis/6. Python - Loading Data.mp4 23.5 MB
12. RFM (Recency, Frequency, Monetary) Analysis/7. Python - Creating Sales Variable.mp4 16.06 MB
12. RFM (Recency, Frequency, Monetary) Analysis/8. Python - Date Variable.mp4 21.85 MB
12. RFM (Recency, Frequency, Monetary) Analysis/9. Python - Customer Level Aggregation.mp4 30.43 MB
13. Gaussian Mixture/1. Gaussian Mixture - Game Plan.mp4 2.69 MB
13. Gaussian Mixture/10. Python - Gaussian Mixture Model.mp4 8.58 MB
13. Gaussian Mixture/11. Python - Cluster Prediction and Assignment.mp4 14.33 MB
13. Gaussian Mixture/12. Python - Interpretation.mp4 78.69 MB
13. Gaussian Mixture/13. CHALLENGE Introduction.mp4 32.87 MB
13. Gaussian Mixture/14. CHALLENGE Solutions.mp4 160.57 MB
13. Gaussian Mixture/15. My Experience with Segmentation.mp4 12.96 MB
13. Gaussian Mixture/2. Clustering.mp4 6.25 MB
13. Gaussian Mixture/3. Gaussian Mixture Model.mp4 13.84 MB
13. Gaussian Mixture/4. CASE STUDY Credit Cards #1 (Briefing).mp4 2.97 MB
13. Gaussian Mixture/5. Python - Directory and Data.mp4 14.66 MB
13. Gaussian Mixture/6. Python - Load Data.mp4 16.64 MB
13. Gaussian Mixture/7. Python - Transform Character variables.mp4 12.06 MB
13. Gaussian Mixture/8. AIC and BIC.mp4 10.14 MB
13. Gaussian Mixture/9. Python - Optimal Number of Clusters.mp4 38.75 MB
15. Random Forest/1. Random Forest - Game Plan.mp4 3.31 MB
15. Random Forest/10. Python - Isolate X and Y.mp4 13.08 MB
15. Random Forest/11. Python - Training and Test Set.mp4 31.62 MB
15. Random Forest/12. Python - Random Forest Model.mp4 17.84 MB
15. Random Forest/13. Python - Predictions.mp4 7.85 MB
15. Random Forest/14. Python - Classification Report and F1 score.mp4 24.7 MB
15. Random Forest/15. Python - Feature Importance.mp4 26.09 MB
15. Random Forest/16. Parameter Tuning.mp4 7.6 MB
15. Random Forest/17. Python - Parameter Grid.mp4 17.71 MB
15. Random Forest/18. Python - Parameter Tuning.mp4 48.13 MB
15. Random Forest/19. CHALLENGE Introduction.mp4 29.15 MB
15. Random Forest/2. Ensemble Learning and Random Forest.mp4 9.03 MB
15. Random Forest/20. CHALLENGE Solutions (Part 1).mp4 55.87 MB
15. Random Forest/21. CHALLENGE Solutions (Part 2).mp4 59.13 MB
15. Random Forest/3. How Decision Trees Work.mp4 17.27 MB
15. Random Forest/4. CASE STUDY Credit Cards #2 (Briefing).mp4 2.22 MB
15. Random Forest/5. Python - Directory and Libraries.mp4 13.94 MB
15. Random Forest/6. Python - Loading Data.mp4 19.72 MB
15. Random Forest/7. Python - Transform Object into Numerical Variables.mp4 13.53 MB
15. Random Forest/8. Python - Summary Statistics.mp4 23.58 MB
15. Random Forest/9. Random Forest Quirks.mp4 6.68 MB
16. Facebook Prophet/1. Facebook Prophet - Game Plan.mp4 3.39 MB
16. Facebook Prophet/10. Python - Easter Holidays.mp4 28.46 MB
16. Facebook Prophet/11. Python - Black Friday.mp4 18.53 MB
16. Facebook Prophet/12. Python - Combining Events and Preparing Dataframe.mp4 17.02 MB
16. Facebook Prophet/13. Training and Test Set.mp4 6.36 MB
16. Facebook Prophet/14. Python - Training and Test Set.mp4 12.71 MB
16. Facebook Prophet/15. Facebook Prophet Parameters.mp4 8.07 MB
16. Facebook Prophet/16. Additive vs. Multiplicative Seasonality.mp4 10.06 MB
16. Facebook Prophet/17. Facebook Prophet Model.mp4 39.62 MB
16. Facebook Prophet/18. Python - Regressor Coefficients.mp4 10.52 MB
16. Facebook Prophet/19. Python - Future Dataframe.mp4 34.63 MB
16. Facebook Prophet/2. Structural Time Series.mp4 8.24 MB
16. Facebook Prophet/20. Python - Forecasting.mp4 18.63 MB
16. Facebook Prophet/21. Python - Accuracy Assessment.mp4 22.59 MB
16. Facebook Prophet/22. Python - Visualization.mp4 39.24 MB
16. Facebook Prophet/23. Cross-validation.mp4 2.9 MB
16. Facebook Prophet/24. Python - Cross-validation.mp4 59.86 MB
16. Facebook Prophet/25. Parameters to tune.mp4 3.84 MB
16. Facebook Prophet/26. Python - Parameter Grid.mp4 25.54 MB
16. Facebook Prophet/27. Python - Parameter Tuning.mp4 56.49 MB
16. Facebook Prophet/28. CHALLENGE Introduction.mp4 24.46 MB
16. Facebook Prophet/29. CHALLENGE Solutions (Part 1).mp4 52.18 MB
16. Facebook Prophet/3. Facebook Prophet.mp4 11.83 MB
16. Facebook Prophet/30. CHALLENGE Solutions (Part 2).mp4 77.81 MB
16. Facebook Prophet/31. CHALLENGE Solutions (Part 3).mp4 48.96 MB
16. Facebook Prophet/32. Forecasting at Uber.mp4 15.61 MB
16. Facebook Prophet/4. CASE STUDY Wikipedia (Briefing).mp4 2.63 MB
16. Facebook Prophet/5. Python - Directory and Libraries.mp4 14.28 MB
16. Facebook Prophet/6. Python - Loading Data.mp4 14.44 MB
16. Facebook Prophet/7. Python - Transforming Date Variable.mp4 20.68 MB
16. Facebook Prophet/8. Python - Renaming Variables.mp4 10.17 MB
16. Facebook Prophet/9. Dynamic Holidays.mp4 6.44 MB
17. Where To Go From Here/1. Thank You!.mp4 16.86 MB
3. Basic Statistics/1. Basic Statistics - Game Plan.mp4 2.91 MB
3. Basic Statistics/10. Python - Mode.mp4 18.82 MB
3. Basic Statistics/11. EXERCISE Python - Mode.mp4 12.62 MB
3. Basic Statistics/12. Correlation.mp4 29.39 MB
3. Basic Statistics/13. Python - Correlation.mp4 54.04 MB
3. Basic Statistics/14. EXERCISE Python - Correlation.mp4 24.16 MB
3. Basic Statistics/15. Standard Deviation.mp4 7.26 MB
3. Basic Statistics/16. Python - Standard Deviation.mp4 17.66 MB
3. Basic Statistics/17. EXERCISE Python - Standard Deviation.mp4 6.48 MB
3. Basic Statistics/18. CASE STUDY Moneyball.mp4 12.45 MB
3. Basic Statistics/2. Arithmetic Mean.mp4 9.12 MB
3. Basic Statistics/3. CASE STUDY Moneyball (Briefing).mp4 2.19 MB
3. Basic Statistics/4. Python - Directory, Libraries and Data.mp4 51.3 MB
3. Basic Statistics/5. Python - Mean.mp4 59.67 MB
3. Basic Statistics/6. EXERCISE Python - Mean.mp4 16.48 MB
3. Basic Statistics/7. Median and Mode.mp4 8.43 MB
3. Basic Statistics/8. Python - Median.mp4 25.38 MB
3. Basic Statistics/9. EXERCISE Python - Median.mp4 20.28 MB
4. Intermediary Statistics/1. Intermediary Statistics - Game Plan.mp4 1.82 MB
4. Intermediary Statistics/10. EXERCISE Python - Shapiro-Wilks.mp4 15.07 MB
4. Intermediary Statistics/11. Standard Error of the Mean.mp4 8.15 MB
4. Intermediary Statistics/12. Python - Standard Error.mp4 28.84 MB
4. Intermediary Statistics/13. EXERCISE Python - Standard Error.mp4 12.57 MB
4. Intermediary Statistics/14. Z-Score.mp4 8.45 MB
4. Intermediary Statistics/15. Confidence interval.mp4 42.96 MB
4. Intermediary Statistics/16. Python - Confidence Interval.mp4 45.81 MB
4. Intermediary Statistics/17. EXERCISE Python - Confidence Interval.mp4 16.16 MB
4. Intermediary Statistics/18. T-test.mp4 6.6 MB
4. Intermediary Statistics/19. CASE STUDY Remote Work Predictions (Briefing).mp4 2.45 MB
4. Intermediary Statistics/2. Normal Distribution.mp4 12.81 MB
4. Intermediary Statistics/20. Python - T-test.mp4 65.47 MB
4. Intermediary Statistics/21. EXERCISE Python - T-test.mp4 31.94 MB
4. Intermediary Statistics/22. Chi-square test.mp4 8.78 MB
4. Intermediary Statistics/23. Python - Chi-square test.mp4 50.5 MB
4. Intermediary Statistics/24. EXERCISE Python - Chi-square.mp4 22.71 MB
4. Intermediary Statistics/25. Powerposing and p-hacking.mp4 15.74 MB
4. Intermediary Statistics/3. CASE STUDY Wine Quality (Briefing).mp4 9.8 MB
4. Intermediary Statistics/4. Python - Preparing Script and Loading Data.mp4 28.58 MB
4. Intermediary Statistics/5. Python - Normal Distribution Visualization.mp4 40.87 MB
4. Intermediary Statistics/6. EXERCISE Python - Normal Distribution.mp4 28.28 MB
4. Intermediary Statistics/7. P-value.mp4 27.3 MB
4. Intermediary Statistics/8. Shapiro-Wilks Test.mp4 6.11 MB
4. Intermediary Statistics/9. Python - Shapiro-Wilks Test.mp4 51.1 MB
5. Linear Regression/1. Linear Regression - Game Plan.mp4 3.58 MB
5. Linear Regression/10. Dummy Variable Trap.mp4 12.13 MB
5. Linear Regression/11. Python - Dummy Variable.mp4 17.85 MB
5. Linear Regression/12. EXERCISE Python - Linear Regression.mp4 36.01 MB
5. Linear Regression/2. CASE STUDY Diamonds (Briefing).mp4 3.34 MB
5. Linear Regression/3. Linear Regression.mp4 16.24 MB
5. Linear Regression/4. Python - Preparing Script and Loading Data.mp4 27.47 MB
5. Linear Regression/5. Python - Isolate X and Y.mp4 11.04 MB
5. Linear Regression/6. Python - Adding Constant.mp4 11.47 MB
5. Linear Regression/7. Linear Regression Output.mp4 33.44 MB
5. Linear Regression/8. Python - Linear Regression model and summary.mp4 21.95 MB
5. Linear Regression/9. Python - Plotting Regression.mp4 26.09 MB
6. Multilinear Regression/1. Multilinear Regression - Game Plan.mp4 4.19 MB
6. Multilinear Regression/10. Python - For Loop.mp4 28.25 MB
6. Multilinear Regression/11. Python - Creating Dummy Variables.mp4 17.55 MB
6. Multilinear Regression/12. Python - Isolate X and Y.mp4 20.71 MB
6. Multilinear Regression/13. Python - Adding Constant.mp4 7.02 MB
6. Multilinear Regression/14. Under and Over Fitting.mp4 5.09 MB
6. Multilinear Regression/15. Training and Test Set.mp4 2.8 MB
6. Multilinear Regression/16. Python - Train and Test Split.mp4 13.93 MB
6. Multilinear Regression/17. Python - Multilinear Regression.mp4 42.77 MB
6. Multilinear Regression/18. Accuracy KPIs (Key Performance Indicators).mp4 14.54 MB
6. Multilinear Regression/19. Python - Model Predictions.mp4 9.76 MB
6. Multilinear Regression/2. The Concept of Multilinear Regression.mp4 5.31 MB
6. Multilinear Regression/20. Python - Accuracy Assessment.mp4 37.55 MB
6. Multilinear Regression/21. CHALLENGE Introduction.mp4 27.71 MB
6. Multilinear Regression/22. CHALLENGE Solutions.mp4 110.61 MB
6. Multilinear Regression/3. CASE STUDY Professors' Salary (Briefing).mp4 3.09 MB
6. Multilinear Regression/4. Python - Preparing Script and Loading Data.mp4 32.85 MB
6. Multilinear Regression/5. Python - Summary Statistics.mp4 18.82 MB
6. Multilinear Regression/6. Outliers.mp4 8.82 MB
6. Multilinear Regression/7. Python - Plotting Continuous Variables.mp4 39.35 MB
6. Multilinear Regression/8. Python - Correlation Matrix.mp4 21.07 MB
6. Multilinear Regression/9. Python - Categorical Variables.mp4 26.51 MB
7. Logistic Regression/1. Logistic Regression - Game Plan.mp4 3.15 MB
7. Logistic Regression/10. Python - Training and Test Set.mp4 21.64 MB
7. Logistic Regression/11. How to Read Logistic Regression Coefficients.mp4 10.89 MB
7. Logistic Regression/12. Python - Logistic Regression.mp4 18.6 MB
7. Logistic Regression/13. Python - Function to Read Coefficients.mp4 56.71 MB
7. Logistic Regression/14. Python - Predictions.mp4 21.27 MB
7. Logistic Regression/15. Confusion Matrix.mp4 24.52 MB
7. Logistic Regression/16. Python - Confusion Matrix.mp4 29.64 MB
7. Logistic Regression/17. Python - Manual Accuracy Assessment.mp4 38.42 MB
7. Logistic Regression/18. Python - Classification Report.mp4 19.59 MB
7. Logistic Regression/19. CHALLENGE Introduction.mp4 29.26 MB
7. Logistic Regression/2. CASE STUDY Spam Emails (Briefing).mp4 2.97 MB
7. Logistic Regression/20. CHALLENGE Solutions.mp4 90.65 MB
7. Logistic Regression/3. Logistic Regression.mp4 10.13 MB
7. Logistic Regression/4. Python - Preparing Script and Loading Data.mp4 27.8 MB
7. Logistic Regression/5. Python - Summary Statistics.mp4 27.94 MB
7. Logistic Regression/6. Python - Histogram and Outlier Removal.mp4 48.25 MB
7. Logistic Regression/7. Python - Correlation Matrix.mp4 15.09 MB
7. Logistic Regression/8. Python - Transforming Dependent Variable.mp4 17.33 MB
7. Logistic Regression/9. Python - Prepare X and Y.mp4 11.55 MB
9. Google Causal Impact (Econometrics and Causal Inference)/1. Why Econometrics and Causal Inference.mp4 18.35 MB
9. Google Causal Impact (Econometrics and Causal Inference)/10. Assumptions.mp4 12.37 MB
9. Google Causal Impact (Econometrics and Causal Inference)/11. Python - Load Control Groups.mp4 29.03 MB
9. Google Causal Impact (Econometrics and Causal Inference)/12. Python - Preparing DataFrame.mp4 54.04 MB
9. Google Causal Impact (Econometrics and Causal Inference)/13. Python - Preparing for Correlation Matrix.mp4 19.74 MB
9. Google Causal Impact (Econometrics and Causal Inference)/14. Correlation Recap and Stationarity.mp4 16.2 MB
9. Google Causal Impact (Econometrics and Causal Inference)/15. Python - Stationarity.mp4 53.83 MB
9. Google Causal Impact (Econometrics and Causal Inference)/16. Python - Correlation.mp4 30.15 MB
9. Google Causal Impact (Econometrics and Causal Inference)/17. Python - Google Causal Impact Setup.mp4 15.98 MB
9. Google Causal Impact (Econometrics and Causal Inference)/18. Python - Google Causal Impact.mp4 39.9 MB
9. Google Causal Impact (Econometrics and Causal Inference)/19. Interpretation of Results.mp4 26.46 MB
9. Google Causal Impact (Econometrics and Causal Inference)/2. Google Causal Impact - Game Plan.mp4 3.58 MB
9. Google Causal Impact (Econometrics and Causal Inference)/20. Python - Impact Results.mp4 44.53 MB
9. Google Causal Impact (Econometrics and Causal Inference)/21. CHALLENGE Introduction.mp4 40.07 MB
9. Google Causal Impact (Econometrics and Causal Inference)/22. CHALLENGE Solutions.mp4 103.51 MB
9. Google Causal Impact (Econometrics and Causal Inference)/23. EXERCISE Imposter Syndrome.mp4 39.22 MB
9. Google Causal Impact (Econometrics and Causal Inference)/3. Time Series Data.mp4 5.72 MB
9. Google Causal Impact (Econometrics and Causal Inference)/4. CASE STUDY Bitcoin Pricing (Briefing).mp4 14.2 MB
9. Google Causal Impact (Econometrics and Causal Inference)/5. Difference-in-Differences Framework.mp4 8.37 MB
9. Google Causal Impact (Econometrics and Causal Inference)/6. Causal Impact Step-by-Step.mp4 5.81 MB
9. Google Causal Impact (Econometrics and Causal Inference)/7. Python - Installing and Importing Libraries.mp4 18.78 MB
9. Google Causal Impact (Econometrics and Causal Inference)/8. Python - Defining Dates.mp4 18.38 MB
9. Google Causal Impact (Econometrics and Causal Inference)/9. Python - Bitcoin Price loading.mp4 33.59 MB
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