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[CourseClub.Me] ZeroToMastery - Python for Business Data Analytics & Intelligence
magnet:?xt=urn:btih:2ddbdeec1380f3a88644086c5e8975ca5974e31a&dn=[CourseClub.Me] ZeroToMastery - Python for Business Data Analytics & Intelligence
磁力链接详情
Hash值:
2ddbdeec1380f3a88644086c5e8975ca5974e31a
点击数:
163
文件大小:
4.88 GB
文件数量:
238
创建日期:
2022-12-21 16:14
最后访问:
2024-5-27 15:49
访问标签:
CourseClub
Me
ZeroToMastery
-
Python
for
Business
Data
Analytics
&
Intelligence
文件列表详情
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
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
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
16 Section 12 - Facebook Prophet/Dynamic Holidays [TutFlix.ORG]/Dynamic Holidays.mp4 4.92 MB
16 Section 12 - Facebook Prophet/Facebook Prophet - Game Plan [TutFlix.ORG]/Facebook Prophet - Game Plan.mp4 3.24 MB
16 Section 12 - Facebook Prophet/Facebook Prophet Model [TutFlix.ORG]/Facebook Prophet Model.mp4 35.81 MB
16 Section 12 - Facebook Prophet/Facebook Prophet Parameters [TutFlix.ORG]/Facebook Prophet Parameters.mp4 5.24 MB
16 Section 12 - Facebook Prophet/Facebook Prophet [TutFlix.ORG]/Facebook Prophet.mp4 7.52 MB
16 Section 12 - Facebook Prophet/Forecasting at Uber [TutFlix.ORG]/Forecasting at Uber.mp4 9.04 MB
16 Section 12 - Facebook Prophet/Parameters to tune [TutFlix.ORG]/Parameters to tune.mp4 3.25 MB
16 Section 12 - Facebook Prophet/Python - Accuracy Assessment [TutFlix.ORG]/Python - Accuracy Assessment.mp4 19.53 MB
16 Section 12 - Facebook Prophet/Python - Black Friday [TutFlix.ORG]/Python - Black Friday.mp4 14.52 MB
16 Section 12 - Facebook Prophet/Python - Combining Events and Preparing Dataframe [TutFlix.ORG]/Python - Combining Events and Preparing Dataframe.mp4 15.02 MB
16 Section 12 - Facebook Prophet/Python - Cross-validation [TutFlix.ORG]/Python - Cross-validation.mp4 48.74 MB
16 Section 12 - Facebook Prophet/Python - Directory and Libraries [TutFlix.ORG]/Python - Directory and Libraries.mp4 13.47 MB
16 Section 12 - Facebook Prophet/Python - Easter Holidays [TutFlix.ORG]/Python - Easter Holidays.mp4 22.88 MB
16 Section 12 - Facebook Prophet/Python - Forecasting [TutFlix.ORG]/Python - Forecasting.mp4 21.3 MB
16 Section 12 - Facebook Prophet/Python - Future Dataframe [TutFlix.ORG]/Python - Future Dataframe.mp4 32.45 MB
16 Section 12 - Facebook Prophet/Python - Loading Data [TutFlix.ORG]/Python - Loading Data.mp4 11.22 MB
16 Section 12 - Facebook Prophet/Python - Parameter Grid [TutFlix.ORG]/Python - Parameter Grid.mp4 22.66 MB
16 Section 12 - Facebook Prophet/Python - Parameter Tuning [TutFlix.ORG]/Python - Parameter Tuning.mp4 47.1 MB
16 Section 12 - Facebook Prophet/Python - Regressor Coefficients [TutFlix.ORG]/Python - Regressor Coefficients.mp4 7.76 MB
16 Section 12 - Facebook Prophet/Python - Renaming Variables [TutFlix.ORG]/Python - Renaming Variables.mp4 9.13 MB
16 Section 12 - Facebook Prophet/Python - Training and Test Set [TutFlix.ORG]/Python - Training and Test Set.mp4 10.91 MB
16 Section 12 - Facebook Prophet/Python - Transforming Date Variable [TutFlix.ORG]/Python - Transforming Date Variable.mp4 17.52 MB
16 Section 12 - Facebook Prophet/Python - Visualization [TutFlix.ORG]/Python - Visualization.mp4 30.65 MB
16 Section 12 - Facebook Prophet/Structural Time Series [TutFlix.ORG]/Structural Time Series.mp4 6.85 MB
16 Section 12 - Facebook Prophet/Training and Test Set [TutFlix.ORG]/Training and Test Set.mp4 4.64 MB
17 Where To Go From Here/Thank You!/Thank You!.mp4 88.98 MB
3 Section 2 - Basic Statistics/Arithmetic Mean/Arithmetic Mean.mp4 6.94 MB
3 Section 2 - Basic Statistics/Basic Statistics - Game Plan/Basic Statistics - Game Plan.mp4 2.66 MB
3 Section 2 - Basic Statistics/CASE STUDY - Moneyball (Briefing)/CASE STUDY - Moneyball (Briefing).mp4 1.41 MB
3 Section 2 - Basic Statistics/CASE STUDY - Moneyball/CASE STUDY - Moneyball.mp4 7.55 MB
3 Section 2 - Basic Statistics/Correlation/Correlation.mp4 15.94 MB
3 Section 2 - Basic Statistics/EXERCISE - Python - Correlation/EXERCISE - Python - Correlation.mp4 15.01 MB
3 Section 2 - Basic Statistics/EXERCISE - Python - Mean/EXERCISE - Python - Mean.mp4 11.65 MB
3 Section 2 - Basic Statistics/EXERCISE - Python - Median/EXERCISE - Python - Median.mp4 12.69 MB
3 Section 2 - Basic Statistics/EXERCISE - Python - Mode/EXERCISE - Python - Mode.mp4 11.9 MB
3 Section 2 - Basic Statistics/EXERCISE - Python - Standard Deviation/EXERCISE - Python - Standard Deviation.mp4 4.18 MB
3 Section 2 - Basic Statistics/Median and Mode/Median and Mode.mp4 4.66 MB
3 Section 2 - Basic Statistics/Python - Correlation/Python - Correlation.mp4 36.21 MB
3 Section 2 - Basic Statistics/Python - Directory, Libraries and Data/Python - Directory, Libraries and Data.mp4 39.89 MB
3 Section 2 - Basic Statistics/Python - Mean/Python - Mean.mp4 38.89 MB
3 Section 2 - Basic Statistics/Python - Median/Python - Median.mp4 17.42 MB
3 Section 2 - Basic Statistics/Python - Mode/Python - Mode.mp4 15.57 MB
3 Section 2 - Basic Statistics/Python - Standard Deviation/Python - Standard Deviation.mp4 18.59 MB
3 Section 2 - Basic Statistics/Standard Deviation/Standard Deviation.mp4 4.25 MB
4 Section 3 - Intermediary Statistics/CASE STUDY - Remote Work Predictions (Briefing)/CASE STUDY - Remote Work Predictions (Briefing).mp4 2.29 MB
4 Section 3 - Intermediary Statistics/CASE STUDY - Wine Quality (Briefing)/CASE STUDY - Wine Quality (Briefing).mp4 5.37 MB
4 Section 3 - Intermediary Statistics/Chi-square test/Chi-square test.mp4 5.94 MB
4 Section 3 - Intermediary Statistics/Confidence Interval/Confidence Interval.mp4 36.08 MB
4 Section 3 - Intermediary Statistics/EXERCISE - Python - Chi-square/EXERCISE - Python - Chi-square.mp4 17.53 MB
4 Section 3 - Intermediary Statistics/EXERCISE - Python - Confidence Interval/EXERCISE - Python - Confidence Interval.mp4 13.96 MB
4 Section 3 - Intermediary Statistics/EXERCISE - Python - Normal Distribution/EXERCISE - Python - Normal Distribution.mp4 26.98 MB
4 Section 3 - Intermediary Statistics/EXERCISE - Python - Shapiro-Wilks/EXERCISE - Python - Shapiro-Wilks.mp4 10.18 MB
4 Section 3 - Intermediary Statistics/EXERCISE - Python - Standard Error/EXERCISE - Python - Standard Error.mp4 10.56 MB
4 Section 3 - Intermediary Statistics/EXERCISE - Python - T-test/EXERCISE - Python - T-test.mp4 22.85 MB
4 Section 3 - Intermediary Statistics/Intermediary Statistics - Game Plan/Intermediary Statistics - Game Plan.mp4 1.94 MB
4 Section 3 - Intermediary Statistics/Normal Distribution/Normal Distribution.mp4 7.16 MB
4 Section 3 - Intermediary Statistics/P-Value/P-Value.mp4 14.48 MB
4 Section 3 - Intermediary Statistics/Powerposing and p-hacking/Powerposing and p-hacking.mp4 10.56 MB
4 Section 3 - Intermediary Statistics/Python - Chi-square test/Python - Chi-square test.mp4 47.07 MB
4 Section 3 - Intermediary Statistics/Python - Confidence Interval/Python - Confidence Interval.mp4 40.47 MB
4 Section 3 - Intermediary Statistics/Python - Normal Distribution Visualization/Python - Normal Distribution Visualization.mp4 36.85 MB
4 Section 3 - Intermediary Statistics/Python - Preparing Script and Loading Data/Python - Preparing Script and Loading Data.mp4 20.29 MB
4 Section 3 - Intermediary Statistics/Python - Shapiro-Wilks Test/Python - Shapiro-Wilks Test.mp4 41.83 MB
4 Section 3 - Intermediary Statistics/Python - Standard Error/Python - Standard Error.mp4 25.89 MB
4 Section 3 - Intermediary Statistics/Python - T-test/Python - T-test.mp4 56.79 MB
4 Section 3 - Intermediary Statistics/Shapiro-Wilks Test/Shapiro-Wilks Test.mp4 4.58 MB
4 Section 3 - Intermediary Statistics/Standard Error of the Mean/Standard Error of the Mean.mp4 5.87 MB
4 Section 3 - Intermediary Statistics/T-test/T-test.mp4 5.3 MB
4 Section 3 - Intermediary Statistics/Z-Score/Z-Score.mp4 5.8 MB
5 Section 4 - Linear Regression/CASE STUDY - Diamonds (Briefing)/CASE STUDY - Diamonds (Briefing).mp4 2.78 MB
5 Section 4 - Linear Regression/Dummy Variable Trap/Dummy Variable Trap.mp4 7.41 MB
5 Section 4 - Linear Regression/EXERCISE - Python - Linear Regression/EXERCISE - Python - Linear Regression.mp4 25.29 MB
5 Section 4 - Linear Regression/Linear Regression - Game Plan/Linear Regression - Game Plan.mp4 2.98 MB
5 Section 4 - Linear Regression/Linear Regression Output/Linear Regression Output.mp4 34.26 MB
5 Section 4 - Linear Regression/Linear Regression/Linear Regression.mp4 10.07 MB
5 Section 4 - Linear Regression/Python - Adding Constant/Python - Adding Constant.mp4 8.62 MB
5 Section 4 - Linear Regression/Python - Dummy Variable/Python - Dummy Variable.mp4 14.62 MB
5 Section 4 - Linear Regression/Python - Isolate X and Y/Python - Isolate X and Y.mp4 10.8 MB
5 Section 4 - Linear Regression/Python - Linear Regression Model and Summary/Python - Linear Regression Model and Summary.mp4 16.58 MB
5 Section 4 - Linear Regression/Python - Plotting Regression/Python - Plotting Regression.mp4 21.59 MB
5 Section 4 - Linear Regression/Python - Preparing Script and Loading Data/Python - Preparing Script and Loading Data.mp4 22.21 MB
6 Section 5 - Multilinear Regression/Accuracy KPIs (Key Performance Indicators)/Accuracy KPIs (Key Performance Indicators).mp4 8.58 MB
6 Section 5 - Multilinear Regression/CASE STUDY - Professors' Salary (Briefing)/CASE STUDY - Professors' Salary (Briefing).mp4 1.54 MB
6 Section 5 - Multilinear Regression/CHALLENGE - Introduction/CHALLENGE - Introduction.mp4 18.6 MB
6 Section 5 - Multilinear Regression/CHALLENGE - Solutions/CHALLENGE - Solutions.mp4 65.06 MB
6 Section 5 - Multilinear Regression/Multilinear Regression - Game Plan/Multilinear Regression - Game Plan.mp4 3.32 MB
6 Section 5 - Multilinear Regression/Outliers/Outliers.mp4 4.71 MB
6 Section 5 - Multilinear Regression/Python - Accuracy Assessment/Python - Accuracy Assessment.mp4 21.69 MB
6 Section 5 - Multilinear Regression/Python - Adding Constant/Python - Adding Constant.mp4 4.62 MB
6 Section 5 - Multilinear Regression/Python - Categorical Variables/Python - Categorical Variables.mp4 18.37 MB
6 Section 5 - Multilinear Regression/Python - Correlation Matrix/Python - Correlation Matrix.mp4 11.96 MB
6 Section 5 - Multilinear Regression/Python - Creating Dummy Variables/Python - Creating Dummy Variables.mp4 9.3 MB
6 Section 5 - Multilinear Regression/Python - For Loop/Python - For Loop.mp4 17.63 MB
6 Section 5 - Multilinear Regression/Python - Isolate X and Y/Python - Isolate X and Y.mp4 14.26 MB
6 Section 5 - Multilinear Regression/Python - Model Predictions/Python - Model Predictions.mp4 5.86 MB
6 Section 5 - Multilinear Regression/Python - Multilinear Regression/Python - Multilinear Regression.mp4 21.37 MB
6 Section 5 - Multilinear Regression/Python - Plotting Continuous Variables/Python - Plotting Continuous Variables.mp4 22.03 MB
6 Section 5 - Multilinear Regression/Python - Preparing Script and Loading Data/Python - Preparing Script and Loading Data.mp4 26.78 MB
6 Section 5 - Multilinear Regression/Python - Summary Statistics/Python - Summary Statistics.mp4 9.55 MB
6 Section 5 - Multilinear Regression/Python - Train and Test Split/Python - Train and Test Split.mp4 8.26 MB
6 Section 5 - Multilinear Regression/The Concept of Multilinear Regression/The Concept of Multilinear Regression.mp4 2.9 MB
6 Section 5 - Multilinear Regression/Training and Test Set/Training and Test Set.mp4 1.71 MB
6 Section 5 - Multilinear Regression/Under and Over Fitting/Under and Over Fitting.mp4 2.8 MB
7 Section 6 - Logistic Regression/CASE STUDY - Spam Emails (Briefing)/CASE STUDY - Spam Emails (Briefing).mp4 2.62 MB
7 Section 6 - Logistic Regression/CHALLENGE - Introduction/CHALLENGE - Introduction.mp4 26.05 MB
7 Section 6 - Logistic Regression/CHALLENGE - Solutions/CHALLENGE - Solutions.mp4 66.38 MB
7 Section 6 - Logistic Regression/Confusion Matrix/Confusion Matrix.mp4 15.22 MB
7 Section 6 - Logistic Regression/How to Read Logistic Regression Coefficients/How to Read Logistic Regression Coefficients.mp4 6.75 MB
7 Section 6 - Logistic Regression/Logistic Regression - Game Plan/Logistic Regression - Game Plan.mp4 2.88 MB
7 Section 6 - Logistic Regression/Logistic Regression/Logistic Regression.mp4 8.42 MB
7 Section 6 - Logistic Regression/Python - Classification Report/Python - Classification Report.mp4 15.91 MB
7 Section 6 - Logistic Regression/Python - Confusion Matrix/Python - Confusion Matrix.mp4 27.38 MB
7 Section 6 - Logistic Regression/Python - Correlation Matrix/Python - Correlation Matrix.mp4 11.81 MB
7 Section 6 - Logistic Regression/Python - Function to Read Coefficients/Python - Function to Read Coefficients.mp4 36.33 MB
7 Section 6 - Logistic Regression/Python - Histogram and Outlier Removal/Python - Histogram and Outlier Removal.mp4 44.25 MB
7 Section 6 - Logistic Regression/Python - Logistic Regression/Python - Logistic Regression.mp4 15.21 MB
7 Section 6 - Logistic Regression/Python - Manual Accuracy Assessment/Python - Manual Accuracy Assessment.mp4 22.74 MB
7 Section 6 - Logistic Regression/Python - Predictions/Python - Predictions.mp4 15.52 MB
7 Section 6 - Logistic Regression/Python - Prepare X and Y/Python - Prepare X and Y.mp4 8.81 MB
7 Section 6 - Logistic Regression/Python - Preparing Script and Loading Data/Python - Preparing Script and Loading Data.mp4 25.2 MB
7 Section 6 - Logistic Regression/Python - Summary Statistics/Python - Summary Statistics.mp4 25.54 MB
7 Section 6 - Logistic Regression/Python - Training and Test Set/Python - Training and Test Set.mp4 23.66 MB
7 Section 6 - Logistic Regression/Python - Transforming Dependent Variable/Python - Transforming Dependent Variable.mp4 18.08 MB
9 Section 7 - Google Causal Impact (Econometrics and Causal Inference)/Assumptions/Assumptions.mp4 5.76 MB
9 Section 7 - Google Causal Impact (Econometrics and Causal Inference)/CASE STUDY - Bitcoin Pricing (Briefing)/CASE STUDY - Bitcoin Pricing (Briefing).mp4 6.16 MB
9 Section 7 - Google Causal Impact (Econometrics and Causal Inference)/CHALLENGE - Introduction/CHALLENGE - Introduction.mp4 23.75 MB
9 Section 7 - Google Causal Impact (Econometrics and Causal Inference)/CHALLENGE - Solutions/CHALLENGE - Solutions.mp4 66.55 MB
9 Section 7 - Google Causal Impact (Econometrics and Causal Inference)/Causal Impact Step-by-Step/Causal Impact Step-by-Step.mp4 3.4 MB
9 Section 7 - Google Causal Impact (Econometrics and Causal Inference)/Correlation Recap and Stationarity/Correlation Recap and Stationarity.mp4 8.14 MB
9 Section 7 - Google Causal Impact (Econometrics and Causal Inference)/Difference-in-Differences Framework/Difference-in-Differences Framework.mp4 4.45 MB
9 Section 7 - Google Causal Impact (Econometrics and Causal Inference)/Google Causal Impact - Game Plan/Google Causal Impact - Game Plan.mp4 3.03 MB
9 Section 7 - Google Causal Impact (Econometrics and Causal Inference)/Interpretation of Results/Interpretation of Results.mp4 11.74 MB
9 Section 7 - Google Causal Impact (Econometrics and Causal Inference)/Python - Bitcoin Price loading/Python - Bitcoin Price loading.mp4 19.14 MB
9 Section 7 - Google Causal Impact (Econometrics and Causal Inference)/Python - Correlation/Python - Correlation.mp4 17.87 MB
9 Section 7 - Google Causal Impact (Econometrics and Causal Inference)/Python - Defining Dates/Python - Defining Dates.mp4 8.59 MB
9 Section 7 - Google Causal Impact (Econometrics and Causal Inference)/Python - Google Causal Impact Setup/Python - Google Causal Impact Setup.mp4 8.96 MB
9 Section 7 - Google Causal Impact (Econometrics and Causal Inference)/Python - Google Causal Impact/Python - Google Causal Impact.mp4 38.33 MB
9 Section 7 - Google Causal Impact (Econometrics and Causal Inference)/Python - Impact Results/Python - Impact Results.mp4 34.21 MB
9 Section 7 - Google Causal Impact (Econometrics and Causal Inference)/Python - Installing and Importing Libraries/Python - Installing and Importing Libraries.mp4 11.88 MB
9 Section 7 - Google Causal Impact (Econometrics and Causal Inference)/Python - Load Control Groups/Python - Load Control Groups.mp4 20.57 MB
9 Section 7 - Google Causal Impact (Econometrics and Causal Inference)/Python - Preparing DataFrame/Python - Preparing DataFrame.mp4 45.96 MB
9 Section 7 - Google Causal Impact (Econometrics and Causal Inference)/Python - Preparing for Correlation Matrix/Python - Preparing for Correlation Matrix.mp4 15.63 MB
9 Section 7 - Google Causal Impact (Econometrics and Causal Inference)/Python - Stationarity/Python - Stationarity.mp4 46.41 MB
9 Section 7 - Google Causal Impact (Econometrics and Causal Inference)/Time Series Data/Time Series Data.mp4 2.91 MB
9 Section 7 - Google Causal Impact (Econometrics and Causal Inference)/Why Econometrics and Causal Inference/Why Econometrics and Causal Inference.mp4 11.16 MB
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