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文档列表

~Get Your Files Here !/09 Credit Risk/009 Splitting Data.mp4 99.2 MB
~Get Your Files Here !/07 Logistic Regression/006 Checking Model Performance using Confusion Matrix.mp4 92.2 MB
~Get Your Files Here !/09 Credit Risk/010 Final Model and Area under ROC Curve.mp4 87.6 MB
~Get Your Files Here !/05 Profit Prediction/009 Final Optimal Model Implementation.mp4 82.5 MB
~Get Your Files Here !/05 Profit Prediction/002 Creating Dummies.mp4 82.4 MB
~Get Your Files Here !/08 Diabetes/003 Fitting Model with Statmodel Library.mp4 82.1 MB
~Get Your Files Here !/06 Boston Housing/005 Correlation Plot and Splitting Dataset.mp4 79.8 MB
~Get Your Files Here !/02 Data Preprocessing/001 Data Preprocessing.mp4 79.1 MB
~Get Your Files Here !/05 Profit Prediction/007 Making Optimal Model by Backward Elimination.mp4 77.5 MB
~Get Your Files Here !/06 Boston Housing/008 Getting Optimal model with Backward Elimination Approach.mp4 76.5 MB
~Get Your Files Here !/02 Data Preprocessing/003 Imputer.mp4 74.6 MB
~Get Your Files Here !/08 Diabetes/008 Final Model.mp4 74.5 MB
~Get Your Files Here !/06 Boston Housing/011 VIF and Correlation Plots.mp4 72.3 MB
~Get Your Files Here !/09 Credit Risk/007 Missing Values.mp4 70.4 MB
~Get Your Files Here !/08 Diabetes/007 More on Backward Elimination Approach.mp4 70.4 MB
~Get Your Files Here !/05 Profit Prediction/008 Adjusted R Square.mp4 69.1 MB
~Get Your Files Here !/07 Logistic Regression/004 Prediction and Introduction to Confusion Matrix.mp4 67.0 MB
~Get Your Files Here !/05 Profit Prediction/005 Stats Models to Make Optimal Model.mp4 65.0 MB
~Get Your Files Here !/09 Credit Risk/004 Dependents and Education Variable.mp4 64.5 MB
~Get Your Files Here !/07 Logistic Regression/002 Understanding Problem Statement and Splitting.mp4 62.1 MB
~Get Your Files Here !/08 Diabetes/009 ROC Curves.mp4 62.0 MB
~Get Your Files Here !/02 Data Preprocessing/005 Splitting Dataset.mp4 61.6 MB
~Get Your Files Here !/08 Diabetes/010 Threshold Changing.mp4 61.1 MB
~Get Your Files Here !/07 Logistic Regression/007 Plots Understanding.mp4 60.5 MB
~Get Your Files Here !/07 Logistic Regression/008 Plots Understanding Continue.mp4 58.8 MB
~Get Your Files Here !/06 Boston Housing/001 Introduction to Jupyter Notebook.mp4 57.6 MB
~Get Your Files Here !/08 Diabetes/005 Backward Elimination Approach.mp4 57.2 MB
~Get Your Files Here !/06 Boston Housing/007 MLR model with Statsmodels and Predictions.mp4 56.5 MB
~Get Your Files Here !/05 Profit Prediction/004 Training Set and Predictions.mp4 56.3 MB
~Get Your Files Here !/05 Profit Prediction/006 Steps to Make Optimal Model.mp4 56.0 MB
~Get Your Files Here !/09 Credit Risk/003 Gender Variable.mp4 55.0 MB
~Get Your Files Here !/08 Diabetes/006 Backward Elimination Approach Continue.mp4 54.1 MB
~Get Your Files Here !/04 Salary Prediction/002 Fitting Linear Regression.mp4 53.4 MB
~Get Your Files Here !/08 Diabetes/011 Final Predictions.mp4 53.2 MB
~Get Your Files Here !/03 Linear Regression/005 Tip Example.mp4 53.1 MB
~Get Your Files Here !/06 Boston Housing/002 Understanding Dataset and Problem Statement.mp4 52.0 MB
~Get Your Files Here !/08 Diabetes/004 Using Statsmodel Package.mp4 51.6 MB
~Get Your Files Here !/09 Credit Risk/006 Outliers Treatment in Applicant Income Variable.mp4 51.4 MB
~Get Your Files Here !/04 Salary Prediction/005 Prediction from the Model Continue.mp4 51.3 MB
~Get Your Files Here !/06 Boston Housing/009 RMSE Calculation and Multicollinearity Theory.mp4 49.8 MB
~Get Your Files Here !/08 Diabetes/001 Introduction and data Preprocessing.mp4 48.9 MB
~Get Your Files Here !/09 Credit Risk/001 Intro to Credit Risk.mp4 48.6 MB
~Get Your Files Here !/09 Credit Risk/008 Property Area Variable.mp4 48.4 MB
~Get Your Files Here !/01 Introduction and Installation/001 Introduction to Predictive Modelling with Python.mp4 48.2 MB
~Get Your Files Here !/05 Profit Prediction/003 Removing one Dummy and Splitting Dataset.mp4 46.4 MB
~Get Your Files Here !/06 Boston Housing/003 Working with Correlation Plots.mp4 46.2 MB
~Get Your Files Here !/03 Linear Regression/006 Print Function.mp4 46.0 MB
~Get Your Files Here !/02 Data Preprocessing/002 Dataframe.mp4 45.5 MB
~Get Your Files Here !/01 Introduction and Installation/002 Installation.mp4 45.1 MB
~Get Your Files Here !/09 Credit Risk/005 Missing Values Treatment in Self Employed Variable.mp4 45.1 MB
~Get Your Files Here !/06 Boston Housing/004 Working with Correlation Plots Continue.mp4 44.8 MB
~Get Your Files Here !/03 Linear Regression/004 Plot.mp4 44.4 MB
~Get Your Files Here !/08 Diabetes/002 Fitting Model with Sklearn Library.mp4 44.2 MB
~Get Your Files Here !/07 Logistic Regression/003 Scaling and Fitting Logistic Regression Model.mp4 43.7 MB
~Get Your Files Here !/03 Linear Regression/003 Import the Library.mp4 42.8 MB
~Get Your Files Here !/04 Salary Prediction/004 Prediction from the Model.mp4 42.3 MB
~Get Your Files Here !/06 Boston Housing/010 VIF Calculation.mp4 41.6 MB
~Get Your Files Here !/02 Data Preprocessing/004 Create Dumies.mp4 41.2 MB
~Get Your Files Here !/03 Linear Regression/001 Introduction to Linear Regression.mp4 38.4 MB
~Get Your Files Here !/09 Credit Risk/002 Label Encoding.mp4 38.3 MB
~Get Your Files Here !/04 Salary Prediction/001 Introduction to Salary Dataset.mp4 37.6 MB
~Get Your Files Here !/03 Linear Regression/002 Estimated Regression Model.mp4 37.4 MB
~Get Your Files Here !/06 Boston Housing/006 MLR Model with Sklearn and Predictions.mp4 36.1 MB
~Get Your Files Here !/07 Logistic Regression/001 Introduction to Logistic Regression.mp4 34.2 MB
~Get Your Files Here !/07 Logistic Regression/005 Confusion Matrix Explanation.mp4 34.2 MB
~Get Your Files Here !/02 Data Preprocessing/006 Features Scaling.mp4 33.4 MB
~Get Your Files Here !/05 Profit Prediction/001 Introduction to Multiple Linear Regression.mp4 32.4 MB
~Get Your Files Here !/04 Salary Prediction/003 Fitting Linear Regression Continue.mp4 28.0 MB
~Get Your Files Here !/06 Boston Housing/011 VIF and Correlation Plots.mp4.vtx 473.1 kB
~Get Your Files Here !/06 Boston Housing/005 Correlation Plot and Splitting Dataset.en.srt 16.9 kB
~Get Your Files Here !/02 Data Preprocessing/001 Data Preprocessing.en.srt 16.7 kB
~Get Your Files Here !/07 Logistic Regression/006 Checking Model Performance using Confusion Matrix.en.srt 15.4 kB
~Get Your Files Here !/06 Boston Housing/001 Introduction to Jupyter Notebook.en.srt 14.4 kB
~Get Your Files Here !/05 Profit Prediction/002 Creating Dummies.en.srt 14.3 kB
~Get Your Files Here !/07 Logistic Regression/004 Prediction and Introduction to Confusion Matrix.en.srt 13.7 kB
~Get Your Files Here !/03 Linear Regression/001 Introduction to Linear Regression.en.srt 13.4 kB
~Get Your Files Here !/05 Profit Prediction/009 Final Optimal Model Implementation.en.srt 13.3 kB
~Get Your Files Here !/08 Diabetes/008 Final Model.en.srt 13.2 kB
~Get Your Files Here !/07 Logistic Regression/001 Introduction to Logistic Regression.en.srt 13.1 kB
~Get Your Files Here !/09 Credit Risk/009 Splitting Data.en.srt 13.0 kB
~Get Your Files Here !/06 Boston Housing/011 VIF and Correlation Plots.en.srt 12.3 kB
~Get Your Files Here !/02 Data Preprocessing/003 Imputer.en.srt 12.3 kB
~Get Your Files Here !/08 Diabetes/003 Fitting Model with Statmodel Library.en.srt 11.8 kB
~Get Your Files Here !/05 Profit Prediction/005 Stats Models to Make Optimal Model.en.srt 11.5 kB
~Get Your Files Here !/06 Boston Housing/002 Understanding Dataset and Problem Statement.en.srt 11.5 kB
~Get Your Files Here !/09 Credit Risk/010 Final Model and Area under ROC Curve.en.srt 11.4 kB
~Get Your Files Here !/03 Linear Regression/005 Tip Example.en.srt 11.2 kB
~Get Your Files Here !/05 Profit Prediction/007 Making Optimal Model by Backward Elimination.en.srt 11.1 kB
~Get Your Files Here !/03 Linear Regression/002 Estimated Regression Model.en.srt 11.1 kB
~Get Your Files Here !/05 Profit Prediction/008 Adjusted R Square.en.srt 11.1 kB
~Get Your Files Here !/08 Diabetes/009 ROC Curves.en.srt 11.1 kB
~Get Your Files Here !/02 Data Preprocessing/005 Splitting Dataset.en.srt 11.0 kB
~Get Your Files Here !/08 Diabetes/010 Threshold Changing.en.srt 10.9 kB
~Get Your Files Here !/08 Diabetes/007 More on Backward Elimination Approach.en.srt 10.7 kB
~Get Your Files Here !/01 Introduction and Installation/002 Installation.en.srt 10.7 kB
~Get Your Files Here !/06 Boston Housing/009 RMSE Calculation and Multicollinearity Theory.en.srt 10.6 kB
~Get Your Files Here !/09 Credit Risk/004 Dependents and Education Variable.en.srt 10.3 kB
~Get Your Files Here !/07 Logistic Regression/008 Plots Understanding Continue.en.srt 10.2 kB
~Get Your Files Here !/06 Boston Housing/007 MLR model with Statsmodels and Predictions.en.srt 10.1 kB
~Get Your Files Here !/09 Credit Risk/007 Missing Values.en.srt 10.0 kB
~Get Your Files Here !/02 Data Preprocessing/002 Dataframe.en.srt 9.9 kB
~Get Your Files Here !/05 Profit Prediction/006 Steps to Make Optimal Model.en.srt 9.9 kB
~Get Your Files Here !/08 Diabetes/005 Backward Elimination Approach.en.srt 9.7 kB
~Get Your Files Here !/09 Credit Risk/006 Outliers Treatment in Applicant Income Variable.en.srt 9.6 kB
~Get Your Files Here !/04 Salary Prediction/001 Introduction to Salary Dataset.en.srt 9.5 kB
~Get Your Files Here !/06 Boston Housing/008 Getting Optimal model with Backward Elimination Approach.en.srt 9.4 kB
~Get Your Files Here !/09 Credit Risk/003 Gender Variable.en.srt 9.4 kB
~Get Your Files Here !/03 Linear Regression/004 Plot.en.srt 9.4 kB
~Get Your Files Here !/09 Credit Risk/001 Intro to Credit Risk.en.srt 9.3 kB
~Get Your Files Here !/07 Logistic Regression/007 Plots Understanding.en.srt 9.3 kB
~Get Your Files Here !/01 Introduction and Installation/001 Introduction to Predictive Modelling with Python.en.srt 9.0 kB
~Get Your Files Here !/04 Salary Prediction/003 Fitting Linear Regression Continue.en.srt 8.9 kB
~Get Your Files Here !/08 Diabetes/011 Final Predictions.en.srt 8.8 kB
~Get Your Files Here !/06 Boston Housing/003 Working with Correlation Plots.en.srt 8.8 kB
~Get Your Files Here !/03 Linear Regression/003 Import the Library.en.srt 8.6 kB
~Get Your Files Here !/04 Salary Prediction/002 Fitting Linear Regression.en.srt 8.5 kB
~Get Your Files Here !/04 Salary Prediction/004 Prediction from the Model.en.srt 8.5 kB
~Get Your Files Here !/07 Logistic Regression/005 Confusion Matrix Explanation.en.srt 8.3 kB
~Get Your Files Here !/05 Profit Prediction/003 Removing one Dummy and Splitting Dataset.en.srt 8.2 kB
~Get Your Files Here !/08 Diabetes/006 Backward Elimination Approach Continue.en.srt 8.1 kB
~Get Your Files Here !/06 Boston Housing/004 Working with Correlation Plots Continue.en.srt 8.1 kB
~Get Your Files Here !/02 Data Preprocessing/006 Features Scaling.en.srt 8.1 kB
~Get Your Files Here !/05 Profit Prediction/001 Introduction to Multiple Linear Regression.en.srt 8.1 kB
~Get Your Files Here !/05 Profit Prediction/004 Training Set and Predictions.en.srt 8.0 kB
~Get Your Files Here !/06 Boston Housing/010 VIF Calculation.en.srt 7.6 kB
~Get Your Files Here !/02 Data Preprocessing/004 Create Dumies.en.srt 7.4 kB
~Get Your Files Here !/08 Diabetes/004 Using Statsmodel Package.en.srt 7.4 kB
~Get Your Files Here !/03 Linear Regression/006 Print Function.en.srt 7.2 kB
~Get Your Files Here !/09 Credit Risk/002 Label Encoding.en.srt 7.2 kB
~Get Your Files Here !/08 Diabetes/001 Introduction and data Preprocessing.en.srt 7.2 kB
~Get Your Files Here !/08 Diabetes/002 Fitting Model with Sklearn Library.en.srt 6.8 kB
~Get Your Files Here !/06 Boston Housing/006 MLR Model with Sklearn and Predictions.en.srt 6.8 kB
~Get Your Files Here !/09 Credit Risk/008 Property Area Variable.en.srt 6.6 kB
~Get Your Files Here !/07 Logistic Regression/003 Scaling and Fitting Logistic Regression Model.en.srt 6.2 kB
~Get Your Files Here !/09 Credit Risk/005 Missing Values Treatment in Self Employed Variable.en.srt 6.1 kB
~Get Your Files Here !/Bonus Resources.txt 357 Bytes
Get Bonus Downloads Here.url 183 Bytes

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