[ FreeCourseWeb.com ] Udemy - Predictive Modeling with Python

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  • Get Bonus Downloads Here.url 183 B
    ~Get Your Files Here !/01 Introduction and Installation/001 Introduction to Predictive Modelling with Python.en.srt 8.82 KB
    ~Get Your Files Here !/01 Introduction and Installation/001 Introduction to Predictive Modelling with Python.mp4 45.98 MB
    ~Get Your Files Here !/01 Introduction and Installation/002 Installation.en.srt 10.45 KB
    ~Get Your Files Here !/01 Introduction and Installation/002 Installation.mp4 42.99 MB
    ~Get Your Files Here !/02 Data Preprocessing/001 Data Preprocessing.en.srt 16.28 KB
    ~Get Your Files Here !/02 Data Preprocessing/001 Data Preprocessing.mp4 75.4 MB
    ~Get Your Files Here !/02 Data Preprocessing/002 Dataframe.en.srt 9.71 KB
    ~Get Your Files Here !/02 Data Preprocessing/002 Dataframe.mp4 43.36 MB
    ~Get Your Files Here !/02 Data Preprocessing/003 Imputer.en.srt 12.03 KB
    ~Get Your Files Here !/02 Data Preprocessing/003 Imputer.mp4 71.17 MB
    ~Get Your Files Here !/02 Data Preprocessing/004 Create Dumies.en.srt 7.24 KB
    ~Get Your Files Here !/02 Data Preprocessing/004 Create Dumies.mp4 39.25 MB
    ~Get Your Files Here !/02 Data Preprocessing/005 Splitting Dataset.en.srt 10.73 KB
    ~Get Your Files Here !/02 Data Preprocessing/005 Splitting Dataset.mp4 58.76 MB
    ~Get Your Files Here !/02 Data Preprocessing/006 Features Scaling.en.srt 7.89 KB
    ~Get Your Files Here !/02 Data Preprocessing/006 Features Scaling.mp4 31.89 MB
    ~Get Your Files Here !/03 Linear Regression/001 Introduction to Linear Regression.en.srt 13.1 KB
    ~Get Your Files Here !/03 Linear Regression/001 Introduction to Linear Regression.mp4 36.61 MB
    ~Get Your Files Here !/03 Linear Regression/002 Estimated Regression Model.en.srt 10.85 KB
    ~Get Your Files Here !/03 Linear Regression/002 Estimated Regression Model.mp4 35.68 MB
    ~Get Your Files Here !/03 Linear Regression/003 Import the Library.en.srt 8.4 KB
    ~Get Your Files Here !/03 Linear Regression/003 Import the Library.mp4 40.84 MB
    ~Get Your Files Here !/03 Linear Regression/004 Plot.en.srt 9.16 KB
    ~Get Your Files Here !/03 Linear Regression/004 Plot.mp4 42.37 MB
    ~Get Your Files Here !/03 Linear Regression/005 Tip Example.en.srt 10.9 KB
    ~Get Your Files Here !/03 Linear Regression/005 Tip Example.mp4 50.64 MB
    ~Get Your Files Here !/03 Linear Regression/006 Print Function.en.srt 7.07 KB
    ~Get Your Files Here !/03 Linear Regression/006 Print Function.mp4 43.88 MB
    ~Get Your Files Here !/04 Salary Prediction/001 Introduction to Salary Dataset.en.srt 9.32 KB
    ~Get Your Files Here !/04 Salary Prediction/001 Introduction to Salary Dataset.mp4 35.84 MB
    ~Get Your Files Here !/04 Salary Prediction/002 Fitting Linear Regression.en.srt 8.3 KB
    ~Get Your Files Here !/04 Salary Prediction/002 Fitting Linear Regression.mp4 50.92 MB
    ~Get Your Files Here !/04 Salary Prediction/003 Fitting Linear Regression Continue.en.srt 8.66 KB
    ~Get Your Files Here !/04 Salary Prediction/003 Fitting Linear Regression Continue.mp4 26.67 MB
    ~Get Your Files Here !/04 Salary Prediction/004 Prediction from the Model.en.srt 8.28 KB
    ~Get Your Files Here !/04 Salary Prediction/004 Prediction from the Model.mp4 40.36 MB
    ~Get Your Files Here !/04 Salary Prediction/005 Prediction from the Model Continue.mp4 48.88 MB
    ~Get Your Files Here !/05 Profit Prediction/001 Introduction to Multiple Linear Regression.en.srt 7.88 KB
    ~Get Your Files Here !/05 Profit Prediction/001 Introduction to Multiple Linear Regression.mp4 30.89 MB
    ~Get Your Files Here !/05 Profit Prediction/002 Creating Dummies.en.srt 14 KB
    ~Get Your Files Here !/05 Profit Prediction/002 Creating Dummies.mp4 78.61 MB
    ~Get Your Files Here !/05 Profit Prediction/003 Removing one Dummy and Splitting Dataset.en.srt 8.04 KB
    ~Get Your Files Here !/05 Profit Prediction/003 Removing one Dummy and Splitting Dataset.mp4 44.26 MB
    ~Get Your Files Here !/05 Profit Prediction/004 Training Set and Predictions.en.srt 7.8 KB
    ~Get Your Files Here !/05 Profit Prediction/004 Training Set and Predictions.mp4 53.73 MB
    ~Get Your Files Here !/05 Profit Prediction/005 Stats Models to Make Optimal Model.en.srt 11.26 KB
    ~Get Your Files Here !/05 Profit Prediction/005 Stats Models to Make Optimal Model.mp4 62.02 MB
    ~Get Your Files Here !/05 Profit Prediction/006 Steps to Make Optimal Model.en.srt 9.65 KB
    ~Get Your Files Here !/05 Profit Prediction/006 Steps to Make Optimal Model.mp4 53.37 MB
    ~Get Your Files Here !/05 Profit Prediction/007 Making Optimal Model by Backward Elimination.en.srt 10.88 KB
    ~Get Your Files Here !/05 Profit Prediction/007 Making Optimal Model by Backward Elimination.mp4 73.96 MB
    ~Get Your Files Here !/05 Profit Prediction/008 Adjusted R Square.en.srt 10.84 KB
    ~Get Your Files Here !/05 Profit Prediction/008 Adjusted R Square.mp4 65.89 MB
    ~Get Your Files Here !/05 Profit Prediction/009 Final Optimal Model Implementation.en.srt 13 KB
    ~Get Your Files Here !/05 Profit Prediction/009 Final Optimal Model Implementation.mp4 78.63 MB
    ~Get Your Files Here !/06 Boston Housing/001 Introduction to Jupyter Notebook.en.srt 14.07 KB
    ~Get Your Files Here !/06 Boston Housing/001 Introduction to Jupyter Notebook.mp4 54.98 MB
    ~Get Your Files Here !/06 Boston Housing/002 Understanding Dataset and Problem Statement.en.srt 11.25 KB
    ~Get Your Files Here !/06 Boston Housing/002 Understanding Dataset and Problem Statement.mp4 49.58 MB
    ~Get Your Files Here !/06 Boston Housing/003 Working with Correlation Plots.en.srt 8.57 KB
    ~Get Your Files Here !/06 Boston Housing/003 Working with Correlation Plots.mp4 44.04 MB
    ~Get Your Files Here !/06 Boston Housing/004 Working with Correlation Plots Continue.en.srt 7.93 KB
    ~Get Your Files Here !/06 Boston Housing/004 Working with Correlation Plots Continue.mp4 42.76 MB
    ~Get Your Files Here !/06 Boston Housing/005 Correlation Plot and Splitting Dataset.en.srt 16.53 KB
    ~Get Your Files Here !/06 Boston Housing/005 Correlation Plot and Splitting Dataset.mp4 76.14 MB
    ~Get Your Files Here !/06 Boston Housing/006 MLR Model with Sklearn and Predictions.en.srt 6.59 KB
    ~Get Your Files Here !/06 Boston Housing/006 MLR Model with Sklearn and Predictions.mp4 34.44 MB
    ~Get Your Files Here !/06 Boston Housing/007 MLR model with Statsmodels and Predictions.en.srt 9.9 KB
    ~Get Your Files Here !/06 Boston Housing/007 MLR model with Statsmodels and Predictions.mp4 53.84 MB
    ~Get Your Files Here !/06 Boston Housing/008 Getting Optimal model with Backward Elimination Approach.en.srt 9.22 KB
    ~Get Your Files Here !/06 Boston Housing/008 Getting Optimal model with Backward Elimination Approach.mp4 73 MB
    ~Get Your Files Here !/06 Boston Housing/009 RMSE Calculation and Multicollinearity Theory.en.srt 10.3 KB
    ~Get Your Files Here !/06 Boston Housing/009 RMSE Calculation and Multicollinearity Theory.mp4 47.51 MB
    ~Get Your Files Here !/06 Boston Housing/010 VIF Calculation.en.srt 7.46 KB
    ~Get Your Files Here !/06 Boston Housing/010 VIF Calculation.mp4 39.71 MB
    ~Get Your Files Here !/06 Boston Housing/011 VIF and Correlation Plots.en.srt 12.03 KB
    ~Get Your Files Here !/06 Boston Housing/011 VIF and Correlation Plots.mp4 68.94 MB
    ~Get Your Files Here !/06 Boston Housing/011 VIF and Correlation Plots.mp4.vtx 461.97 KB
    ~Get Your Files Here !/07 Logistic Regression/001 Introduction to Logistic Regression.en.srt 12.82 KB
    ~Get Your Files Here !/07 Logistic Regression/001 Introduction to Logistic Regression.mp4 32.62 MB
    ~Get Your Files Here !/07 Logistic Regression/002 Understanding Problem Statement and Splitting.mp4 59.22 MB
    ~Get Your Files Here !/07 Logistic Regression/003 Scaling and Fitting Logistic Regression Model.en.srt 6.01 KB
    ~Get Your Files Here !/07 Logistic Regression/003 Scaling and Fitting Logistic Regression Model.mp4 41.71 MB
    ~Get Your Files Here !/07 Logistic Regression/004 Prediction and Introduction to Confusion Matrix.en.srt 13.39 KB
    ~Get Your Files Here !/07 Logistic Regression/004 Prediction and Introduction to Confusion Matrix.mp4 63.87 MB
    ~Get Your Files Here !/07 Logistic Regression/005 Confusion Matrix Explanation.en.srt 8.09 KB
    ~Get Your Files Here !/07 Logistic Regression/005 Confusion Matrix Explanation.mp4 32.6 MB
    ~Get Your Files Here !/07 Logistic Regression/006 Checking Model Performance using Confusion Matrix.en.srt 15.03 KB
    ~Get Your Files Here !/07 Logistic Regression/006 Checking Model Performance using Confusion Matrix.mp4 87.97 MB
    ~Get Your Files Here !/07 Logistic Regression/007 Plots Understanding.en.srt 9.05 KB
    ~Get Your Files Here !/07 Logistic Regression/007 Plots Understanding.mp4 57.74 MB
    ~Get Your Files Here !/07 Logistic Regression/008 Plots Understanding Continue.en.srt 9.93 KB
    ~Get Your Files Here !/07 Logistic Regression/008 Plots Understanding Continue.mp4 56.12 MB
    ~Get Your Files Here !/08 Diabetes/001 Introduction and data Preprocessing.en.srt 6.98 KB
    ~Get Your Files Here !/08 Diabetes/001 Introduction and data Preprocessing.mp4 46.59 MB
    ~Get Your Files Here !/08 Diabetes/002 Fitting Model with Sklearn Library.en.srt 6.62 KB
    ~Get Your Files Here !/08 Diabetes/002 Fitting Model with Sklearn Library.mp4 42.14 MB
    ~Get Your Files Here !/08 Diabetes/003 Fitting Model with Statmodel Library.en.srt 11.57 KB
    ~Get Your Files Here !/08 Diabetes/003 Fitting Model with Statmodel Library.mp4 78.26 MB
    ~Get Your Files Here !/08 Diabetes/004 Using Statsmodel Package.en.srt 7.22 KB
    ~Get Your Files Here !/08 Diabetes/004 Using Statsmodel Package.mp4 49.2 MB
    ~Get Your Files Here !/08 Diabetes/005 Backward Elimination Approach.en.srt 9.43 KB
    ~Get Your Files Here !/08 Diabetes/005 Backward Elimination Approach.mp4 54.53 MB
    ~Get Your Files Here !/08 Diabetes/006 Backward Elimination Approach Continue.en.srt 7.93 KB
    ~Get Your Files Here !/08 Diabetes/006 Backward Elimination Approach Continue.mp4 51.6 MB
    ~Get Your Files Here !/08 Diabetes/007 More on Backward Elimination Approach.en.srt 10.47 KB
    ~Get Your Files Here !/08 Diabetes/007 More on Backward Elimination Approach.mp4 67.16 MB
    ~Get Your Files Here !/08 Diabetes/008 Final Model.en.srt 12.88 KB
    ~Get Your Files Here !/08 Diabetes/008 Final Model.mp4 71.05 MB
    ~Get Your Files Here !/08 Diabetes/009 ROC Curves.en.srt 10.8 KB
    ~Get Your Files Here !/08 Diabetes/009 ROC Curves.mp4 59.1 MB
    ~Get Your Files Here !/08 Diabetes/010 Threshold Changing.en.srt 10.65 KB
    ~Get Your Files Here !/08 Diabetes/010 Threshold Changing.mp4 58.23 MB
    ~Get Your Files Here !/08 Diabetes/011 Final Predictions.en.srt 8.6 KB
    ~Get Your Files Here !/08 Diabetes/011 Final Predictions.mp4 50.74 MB
    ~Get Your Files Here !/09 Credit Risk/001 Intro to Credit Risk.en.srt 9.08 KB
    ~Get Your Files Here !/09 Credit Risk/001 Intro to Credit Risk.mp4 46.34 MB
    ~Get Your Files Here !/09 Credit Risk/002 Label Encoding.en.srt 7.02 KB
    ~Get Your Files Here !/09 Credit Risk/002 Label Encoding.mp4 36.56 MB
    ~Get Your Files Here !/09 Credit Risk/003 Gender Variable.en.srt 9.2 KB
    ~Get Your Files Here !/09 Credit Risk/003 Gender Variable.mp4 52.45 MB
    ~Get Your Files Here !/09 Credit Risk/004 Dependents and Education Variable.en.srt 10.02 KB
    ~Get Your Files Here !/09 Credit Risk/004 Dependents and Education Variable.mp4 61.55 MB
    ~Get Your Files Here !/09 Credit Risk/005 Missing Values Treatment in Self Employed Variable.en.srt 5.99 KB
    ~Get Your Files Here !/09 Credit Risk/005 Missing Values Treatment in Self Employed Variable.mp4 42.98 MB
    ~Get Your Files Here !/09 Credit Risk/006 Outliers Treatment in Applicant Income Variable.en.srt 9.35 KB
    ~Get Your Files Here !/09 Credit Risk/006 Outliers Treatment in Applicant Income Variable.mp4 49.03 MB
    ~Get Your Files Here !/09 Credit Risk/007 Missing Values.en.srt 9.8 KB
    ~Get Your Files Here !/09 Credit Risk/007 Missing Values.mp4 67.17 MB
    ~Get Your Files Here !/09 Credit Risk/008 Property Area Variable.en.srt 6.44 KB
    ~Get Your Files Here !/09 Credit Risk/008 Property Area Variable.mp4 46.12 MB
    ~Get Your Files Here !/09 Credit Risk/009 Splitting Data.en.srt 12.67 KB
    ~Get Your Files Here !/09 Credit Risk/009 Splitting Data.mp4 94.63 MB
    ~Get Your Files Here !/09 Credit Risk/010 Final Model and Area under ROC Curve.en.srt 11.17 KB
    ~Get Your Files Here !/09 Credit Risk/010 Final Model and Area under ROC Curve.mp4 83.51 MB
    ~Get Your Files Here !/Bonus Resources.txt 357 B

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