Filename Size 1 - Get Excited/1 - Welcome to Data Science A English.vtt 6.7 KB 1 - Get Excited/1 - Welcome to Data Science AZ™.mp4 48.8 MB 1 - Get Excited/2 - BONUS Learning Paths.html 1.8 KB 1 - Get Excited/3 - Get the materials.html 317 B 1 - Get Excited/4 - Your Shortcut To Becoming A Better Data Scientist.html 4 KB 1 - Get Excited/5 - Study Tips For Success.html 1.1 KB 10 - Multiple Linear Regression/58 - Intro what you will learn in this section English.vtt 1.8 KB 10 - Multiple Linear Regression/58 - Intro what you will learn in this section.mp4 7.4 MB 10 - Multiple Linear Regression/59 - Caveat assumptions of a linear regression English.vtt 2.5 KB 10 - Multiple Linear Regression/59 - Caveat assumptions of a linear regression.mp4 3 MB 10 - Multiple Linear Regression/60 - Get the dataset English.vtt 5.6 KB 10 - Multiple Linear Regression/60 - Get the dataset.mp4 32.1 MB 10 - Multiple Linear Regression/61 - Dummy Variables English.vtt 11 KB 10 - Multiple Linear Regression/61 - Dummy Variables.mp4 20.8 MB 10 - 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Multiple Linear Regression/68 - Section Recap.mp4 9.3 MB 11 - Logistic Regression/69 - Intro what you will learn in this section English.vtt 2.4 KB 11 - Logistic Regression/69 - Intro what you will learn in this section.mp4 18.1 MB 11 - Logistic Regression/70 - Get the dataset English.vtt 4.8 KB 11 - Logistic Regression/70 - Get the dataset.mp4 9.7 MB 11 - Logistic Regression/71 - Binary outcome YesNo English.vtt 11.8 KB 11 - Logistic Regression/71 - Binary outcome YesNo.mp4 17.9 MB 11 - Logistic Regression/72 - Logistic regression intuition English.vtt 22.6 KB 11 - Logistic Regression/72 - Logistic regression intuition.mp4 62.9 MB 11 - Logistic Regression/73 - Your first logistic regression English.vtt 10.2 KB 11 - Logistic Regression/73 - Your first logistic regression.mp4 37.8 MB 11 - Logistic Regression/74 - False Positives and False Negatives English.vtt 10.4 KB 11 - Logistic Regression/74 - False Positives and False Negatives.mp4 16.3 MB 11 - Logistic Regression/75 - Confusion Matrix English.vtt 6.6 KB 11 - Logistic Regression/75 - Confusion Matrix.mp4 7.9 MB 11 - Logistic Regression/76 - Interpreting coefficients of a logistic regression English.vtt 12.2 KB 11 - Logistic Regression/76 - Interpreting coefficients of a logistic regression.mp4 47.7 MB 12 - Building a robust geodemographic segmentation model/77 - Intro what you will learn in this section English.vtt 1.7 KB 12 - Building a robust geodemographic segmentation model/77 - Intro what you will learn in this section.mp4 4.7 MB 12 - Building a robust geodemographic segmentation model/78 - Get the dataset English.vtt 9.9 KB 12 - Building a robust geodemographic segmentation model/78 - Get the dataset.mp4 61.3 MB 12 - Building a robust geodemographic segmentation model/79 - What is geo English.vtt 6.9 KB 12 - Building a robust geodemographic segmentation model/79 - What is geo.mp4 15.8 MB 12 - Building a robust geodemographic segmentation model/80 - Lets build the model English.vtt 11 KB 12 - Building a robust geodemographic segmentation model/80 - Lets build the model.mp4 19.3 MB 12 - Building a robust geodemographic segmentation model/81 - Lets build the model English.vtt 14.9 KB 12 - Building a robust geodemographic segmentation model/81 - Lets build the model.mp4 71 MB 12 - Building a robust geodemographic segmentation model/82 - Transforming independent variables English.vtt 13.1 KB 12 - Building a robust geodemographic segmentation model/82 - Transforming independent variables.mp4 31.7 MB 12 - Building a robust geodemographic segmentation model/83 - Creating derived variables English.vtt 7.6 KB 12 - Building a robust geodemographic segmentation model/83 - Creating derived variables.mp4 16.2 MB 12 - Building a robust geodemographic segmentation model/84 - Checking for multicollinearity using VIF English.vtt 9.9 KB 12 - Building a robust geodemographic segmentation model/84 - Checking for multicollinearity using VIF.mp4 20.6 MB 12 - Building a robust geodemographic segmentation model/85 - Correlation Matrix and Multicollinearity Intuition English.vtt 10.1 KB 12 - Building a robust geodemographic segmentation model/85 - Correlation Matrix and Multicollinearity Intuition.mp4 21.4 MB 12 - Building a robust geodemographic segmentation model/86 - Model is Ready and Section Recap English.vtt 8 KB 12 - Building a robust geodemographic segmentation model/86 - Model is Ready and Section Recap.mp4 17.1 MB 13 - Assessing your model/87 - Intro what you will learn in this section English.vtt 1 KB 13 - Assessing your model/87 - Intro what you will learn in this section.mp4 2.8 MB 13 - Assessing your model/88 - Accuracy paradox English.vtt 3 KB 13 - Assessing your model/88 - Accuracy paradox.mp4 4.1 MB 13 - Assessing your model/89 - Cumulative Accuracy Profile CAP English.vtt 14.5 KB 13 - Assessing your model/89 - Cumulative Accuracy Profile CAP.mp4 37.9 MB 13 - Assessing your model/90 - How to build a CAP curve in Excel English.vtt 18.6 KB 13 - Assessing your model/90 - How to build a CAP curve in Excel.mp4 133.6 MB 13 - Assessing your model/91 - Assessing your model using the CAP curve English.vtt 9.2 KB 13 - 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Power insights from your CAP.mp4 50.3 MB