[FreeCoursesOnline Me] ZeroToMastery - Python for Business Data Analytics & Intelligence
File List
| File | Size |
|---|---|
| 0. Websites you may like/1. Get Free Premium Accounts Daily On Our Discord Server!.txt | 1.32 KB |
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| 1 Section 1 - Introduction/Exercise_ Meet Your Classmates and Instructor.pdf | 250.31 KB |
| 1 Section 1 - Introduction/Introduction/Introduction.mp4 | 25.1 MB |
| 1 Section 1 - Introduction/Python for Business Analytics & Intelligence/Python for Business Analytics & Intelligence.mp4 | 169.81 MB |
| 1 Section 1 - Introduction/Setting up the Course Material/Setting up the Course Material.mp4 | 34.51 MB |
| 1 Section 1 - Introduction/The Modern Day Business Analyst/The Modern Day Business Analyst.mp4 | 10.96 MB |
| 10 Section 8 - Matching/CASE STUDY - Catholic Schools & Standardized Tests (Briefing)/CASE STUDY - Catholic Schools & Standardized Tests (Briefing).mp4 | 3.48 MB |
| 10 Section 8 - Matching/CHALLENGE - Introduction/CHALLENGE - Introduction.mp4 | 34.83 MB |
| 10 Section 8 - Matching/CHALLENGE - Solutions/CHALLENGE - Solutions.mp4 | 112.19 MB |
| 10 Section 8 - Matching/Common Support Region/Common Support Region.mp4 | 14.25 MB |
| 10 Section 8 - Matching/Matching - Game Plan/Matching - Game Plan.mp4 | 5.48 MB |
| 10 Section 8 - Matching/Matching/Matching.mp4 | 8.36 MB |
| 10 Section 8 - Matching/My Experience with Matching/My Experience with Matching.mp4 | 5.4 MB |
| 10 Section 8 - Matching/Python - Chi-square Loop/Python - Chi-square Loop.mp4 | 23.23 MB |
| 10 Section 8 - Matching/Python - Chi-square Test/Python - Chi-square Test.mp4 | 38.76 MB |
| 10 Section 8 - Matching/Python - Cleaning and Preparing Dataset/Python - Cleaning and Preparing Dataset.mp4 | 28.84 MB |
| 10 Section 8 - Matching/Python - Common Support Region Visualization/Python - Common Support Region Visualization.mp4 | 9.09 MB |
| 10 Section 8 - Matching/Python - Comparing Means/Python - Comparing Means.mp4 | 20.01 MB |
| 10 Section 8 - Matching/Python - Directory and Libraries/Python - Directory and Libraries.mp4 | 16.73 MB |
| 10 Section 8 - Matching/Python - Education Variables/Python - Education Variables.mp4 | 44.17 MB |
| 10 Section 8 - Matching/Python - Loading Data/Python - Loading Data.mp4 | 31.34 MB |
| 10 Section 8 - Matching/Python - Logistic Regression and Debugging/Python - Logistic Regression and Debugging.mp4 | 92.74 MB |
| 10 Section 8 - Matching/Python - Matching/Python - Matching.mp4 | 43.52 MB |
| 10 Section 8 - Matching/Python - Other Variables/Python - Other Variables.mp4 | 23.8 MB |
| 10 Section 8 - Matching/Python - Outcome Visualization/Python - Outcome Visualization.mp4 | 9.06 MB |
| 10 Section 8 - Matching/Python - Preparing for Common Support Region/Python - Preparing for Common Support Region.mp4 | 34.98 MB |
| 10 Section 8 - Matching/Python - Race Variable Transformation/Python - Race Variable Transformation.mp4 | 86.15 MB |
| 10 Section 8 - Matching/Python - Robustness Check - Removing 1 confounder/Python - Robustness Check - Removing 1 confounder.mp4 | 29.45 MB |
| 10 Section 8 - Matching/Python - Robustness Check - Repeated experiments/Python - Robustness Check - Repeated experiments.mp4 | 57.38 MB |
| 10 Section 8 - Matching/Python - T-Test Loop/Python - T-Test Loop.mp4 | 23.84 MB |
| 10 Section 8 - Matching/Python - T-Test/Python - T-Test.mp4 | 26.22 MB |
| 10 Section 8 - Matching/Robustness Checks/Robustness Checks.mp4 | 4.64 MB |
| 10 Section 8 - Matching/The Curse of Dimensionality/The Curse of Dimensionality.mp4 | 5.28 MB |
| 10 Section 8 - Matching/Unconfoundedness/Unconfoundedness.mp4 | 5.21 MB |
| 11 PART C_ SEGMENTATION/What is Segmentation and why is it important.pdf | 208.47 KB |
| 12 Section 9 - RFM (Recency, Frequency, Monetary) Analysis/CASE STUDY - Online Shopping (Briefing)/CASE STUDY - Online Shopping (Briefing).mp4 | 1.56 MB |
| 12 Section 9 - RFM (Recency, Frequency, Monetary) Analysis/CHALLENGE - Introduction/CHALLENGE - Introduction.mp4 | 10.93 MB |
| 12 Section 9 - RFM (Recency, Frequency, Monetary) Analysis/CHALLENGE - Solutions/CHALLENGE - Solutions.mp4 | 38.39 MB |
| 12 Section 9 - RFM (Recency, Frequency, Monetary) Analysis/Python - Applying RFM Function/Python - Applying RFM Function.mp4 | 8.58 MB |
| 12 Section 9 - RFM (Recency, Frequency, Monetary) Analysis/Python - Creating Sales Variable/Python - Creating Sales Variable.mp4 | 14.27 MB |
| 12 Section 9 - RFM (Recency, Frequency, Monetary) Analysis/Python - Customer Level Aggregation/Python - Customer Level Aggregation.mp4 | 21.55 MB |
| 12 Section 9 - RFM (Recency, Frequency, Monetary) Analysis/Python - Date Variable/Python - Date Variable.mp4 | 11.49 MB |
| 12 Section 9 - RFM (Recency, Frequency, Monetary) Analysis/Python - Directory and Libraries/Python - Directory and Libraries.mp4 | 9.73 MB |
| 12 Section 9 - RFM (Recency, Frequency, Monetary) Analysis/Python - Loading Data/Python - Loading Data.mp4 | 21.21 MB |
| 12 Section 9 - RFM (Recency, Frequency, Monetary) Analysis/Python - Monetary Variable/Python - Monetary Variable.mp4 | 5.21 MB |
| 12 Section 9 - RFM (Recency, Frequency, Monetary) Analysis/Python - Quartiles/Python - Quartiles.mp4 | 23.03 MB |
| 12 Section 9 - RFM (Recency, Frequency, Monetary) Analysis/Python - RFM Function/Python - RFM Function.mp4 | 11.38 MB |
| 12 Section 9 - RFM (Recency, Frequency, Monetary) Analysis/Python - RFM Score/Python - RFM Score.mp4 | 6.56 MB |
| 12 Section 9 - RFM (Recency, Frequency, Monetary) Analysis/Python - Results Summary/Python - Results Summary.mp4 | 14.93 MB |
| 12 Section 9 - RFM (Recency, Frequency, Monetary) Analysis/Python - Tidying up Dataframe/Python - Tidying up Dataframe.mp4 | 12.12 MB |
| 12 Section 9 - RFM (Recency, Frequency, Monetary) Analysis/RFM - Game Plan/RFM - Game Plan.mp4 | 2.33 MB |
| 12 Section 9 - RFM (Recency, Frequency, Monetary) Analysis/RFM Model/RFM Model.mp4 | 8.05 MB |
| 12 Section 9 - RFM (Recency, Frequency, Monetary) Analysis/Value Based Segmentation/Value Based Segmentation.mp4 | 4.77 MB |
| 13 Section 10 - Gaussian Mixture/AIC and BIC/AIC and BIC.mp4 | 5.84 MB |
| 13 Section 10 - Gaussian Mixture/CASE STUDY - Credit Cards #1 (Briefing)/CASE STUDY - Credit Cards #1 (Briefing).mp4 | 2.64 MB |
| 13 Section 10 - Gaussian Mixture/CHALLENGE - Introduction/CHALLENGE - Introduction.mp4 | 36.85 MB |
| 13 Section 10 - Gaussian Mixture/CHALLENGE - Solutions/CHALLENGE - Solutions.mp4 | 216.41 MB |
| 13 Section 10 - Gaussian Mixture/Clustering/Clustering.mp4 | 4.65 MB |
| 13 Section 10 - Gaussian Mixture/Gaussian Mixture - Game Plan/Gaussian Mixture - Game Plan.mp4 | 2.76 MB |
| 13 Section 10 - Gaussian Mixture/Gaussian Mixture Model/Gaussian Mixture Model.mp4 | 7.99 MB |
| 13 Section 10 - Gaussian Mixture/My Experience with Segmentation/My Experience with Segmentation.mp4 | 7.22 MB |
| 13 Section 10 - Gaussian Mixture/Python - Cluster Prediction and Assignment/Python - Cluster Prediction and Assignment.mp4 | 12.85 MB |
| 13 Section 10 - Gaussian Mixture/Python - Directory and Data/Python - Directory and Data.mp4 | 14.82 MB |
| 13 Section 10 - Gaussian Mixture/Python - Gaussian Mixture Model/Python - Gaussian Mixture Model.mp4 | 9.13 MB |
| 13 Section 10 - Gaussian Mixture/Python - Interpretation/Python - Interpretation.mp4 | 103.98 MB |
| 13 Section 10 - Gaussian Mixture/Python - Load Data/Python - Load Data.mp4 | 20.42 MB |
| 13 Section 10 - Gaussian Mixture/Python - Optimal Number of Clusters/Python - Optimal Number of Clusters.mp4 | 29.28 MB |
| 13 Section 10 - Gaussian Mixture/Python - Transform Character variables/Python - Transform Character variables.mp4 | 14.19 MB |
| 14 PART D_ PREDICTIVE ANALYTICS/What are Predictive Analytics and why are they important.pdf | 186.1 KB |
| 15 Section 11 - Random Forest/CASE STUDY - Credit Cards #2 (Briefing)/CASE STUDY - Credit Cards #2 (Briefing).mp4 | 1.18 MB |
| 15 Section 11 - Random Forest/CHALLENGE - Introduction/CHALLENGE - Introduction.mp4 | 34.09 MB |
| 15 Section 11 - Random Forest/CHALLENGE - Solutions (Part 1)/CHALLENGE - Solutions (Part 1).mp4 | 54.48 MB |
| 15 Section 11 - Random Forest/CHALLENGE - Solutions (Part 2)/CHALLENGE - Solutions (Part 2).mp4 | 48.99 MB |
| 15 Section 11 - Random Forest/Ensemble Learning and Random Forest/Ensemble Learning and Random Forest.mp4 | 4.35 MB |
| 15 Section 11 - Random Forest/How Decision Trees Work/How Decision Trees Work.mp4 | 9.07 MB |
| 15 Section 11 - Random Forest/Parameter Tuning/Parameter Tuning.mp4 | 5.94 MB |
| 15 Section 11 - Random Forest/Python - Classification Report and F1 score/Python - Classification Report and F1 score.mp4 | 24.94 MB |
| 15 Section 11 - Random Forest/Python - Directory and Libraries/Python - Directory and Libraries.mp4 | 9.84 MB |
| 15 Section 11 - Random Forest/Python - Feature Importance/Python - Feature Importance.mp4 | 19.51 MB |
| 15 Section 11 - Random Forest/Python - Isolate X and Y/Python - Isolate X and Y.mp4 | 15.13 MB |
| 15 Section 11 - Random Forest/Python - Loading Data/Python - Loading Data.mp4 | 18.49 MB |
| 15 Section 11 - Random Forest/Python - Parameter Grid/Python - Parameter Grid.mp4 | 15.7 MB |
| 15 Section 11 - Random Forest/Python - Parameter Tuning/Python - Parameter Tuning.mp4 | 43.75 MB |
| 15 Section 11 - Random Forest/Python - Predictions/Python - Predictions.mp4 | 4.87 MB |
| 15 Section 11 - Random Forest/Python - Random Forest Model/Python - Random Forest Model.mp4 | 11.73 MB |
| 15 Section 11 - Random Forest/Python - Summary Statistics/Python - Summary Statistics.mp4 | 20.91 MB |
| 15 Section 11 - Random Forest/Python - Training and Test Set/Python - Training and Test Set.mp4 | 27.44 MB |
| 15 Section 11 - Random Forest/Python - Transform Object into Numerical Variables/Python - Transform Object into Numerical Variables.mp4 | 9.93 MB |
| 15 Section 11 - Random Forest/Random Forest - Game Plan/Random Forest - Game Plan.mp4 | 2.95 MB |
| 15 Section 11 - Random Forest/Random Forest Quirks/Random Forest Quirks.mp4 | 3.77 MB |
| 16 Section 12 - Facebook Prophet/Additive vs [TutFlix.ORG]. Multiplicative Seasonality/Additive vs. Multiplicative Seasonality.mp4 | 6.07 MB |
| 16 Section 12 - Facebook Prophet/CASE STUDY - Wikipedia (Briefing) [TutFlix.ORG]/CASE STUDY - Wikipedia (Briefing).mp4 | 2.42 MB |
| 16 Section 12 - Facebook Prophet/CHALLENGE - Introduction [TutFlix.ORG]/CHALLENGE - Introduction.mp4 | 20 MB |
| 16 Section 12 - Facebook Prophet/CHALLENGE - Solutions (Part 1) [TutFlix.ORG]/CHALLENGE - Solutions (Part 1).mp4 | 56.68 MB |
| 16 Section 12 - Facebook Prophet/CHALLENGE - Solutions (Part 2) [TutFlix.ORG]/CHALLENGE - Solutions (Part 2).mp4 | 92.6 MB |
| 16 Section 12 - Facebook Prophet/CHALLENGE - Solutions (Part 3) [TutFlix.ORG]/CHALLENGE - Solutions (Part 3).mp4 | 63.73 MB |
| 16 Section 12 - Facebook Prophet/Cross-validation [TutFlix.ORG]/Cross-validation.mp4 | 2.72 MB |
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