[DesireCourse.Net] Udemy - Data Science A-Z™ Real-Life Data Science Exercises Included

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Date:
08/17/20 at 7:03pm GMT+1
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14.8 GB in 97 files

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61a573263733aa3121d8b568224f44db6eb8651d


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  • [DesireCourse.Net] Udemy - Data Science A-Z™ Real-Life Data Science Exercises Included
  • icon 1. Get Excited/1. Welcome to Data Science A-Z™.mp4 75 MB
    icon 1. Get Excited/1. Welcome to Data Science A-Z™.srt 7.4 KB
    icon 1. Get Excited/2. BONUS Learning Paths.html 1.8 KB
    icon 1. Get Excited/3. Get the materials.html 317 B
    icon 1. Get Excited/4. Your Shortcut To Becoming A Better Data Scientist!.html 4 KB
    icon 10. Multiple Linear Regression/1. Intro (what you will learn in this section).mp4 46.1 MB
    icon 10. Multiple Linear Regression/1. Intro (what you will learn in this section).srt 2 KB
    icon 10. Multiple Linear Regression/10. Interpreting coefficients of MLR.mp4 168.7 MB
    icon 10. Multiple Linear Regression/10. Interpreting coefficients of MLR.srt 18.5 KB
    icon 10. Multiple Linear Regression/11. Section Recap.mp4 29.9 MB
    icon 10. Multiple Linear Regression/11. Section Recap.srt 6.8 KB
    icon 10. Multiple Linear Regression/2. Caveat assumptions of a linear regression.mp4 8.1 MB
    icon 10. Multiple Linear Regression/2. Caveat assumptions of a linear regression.srt 2.7 KB
    icon 10. Multiple Linear Regression/3. Get the dataset.mp4 62.3 MB
    icon 10. Multiple Linear Regression/3. Get the dataset.srt 6.4 KB
    icon 10. Multiple Linear Regression/4. Dummy Variables.mp4 69.8 MB
    icon 10. Multiple Linear Regression/4. Dummy Variables.srt 12.1 KB
    icon 10. Multiple Linear Regression/5. Dummy Variable Trap.mp4 20.9 MB
    icon 10. Multiple Linear Regression/5. Dummy Variable Trap.srt 3.5 KB
    icon 10. Multiple Linear Regression/6. Understanding the P-Value.mp4 56.5 MB
    icon 10. Multiple Linear Regression/6. Understanding the P-Value.srt 20.6 KB
    icon 10. Multiple Linear Regression/7. Ways to build a model BACKWARD, FORWARD, STEPWISE.mp4 98.9 MB
    icon 10. Multiple Linear Regression/7. Ways to build a model BACKWARD, FORWARD, STEPWISE.srt 23.6 KB
    icon 10. Multiple Linear Regression/8. Backward Elimination - Practice time.mp4 186.9 MB
    icon 10. Multiple Linear Regression/8. Backward Elimination - Practice time.srt 25 KB
    icon 10. Multiple Linear Regression/9. Using Adjusted R-squared to create Robust models.mp4 167.2 MB
    icon 10. Multiple Linear Regression/9. Using Adjusted R-squared to create Robust models.srt 15.2 KB
    icon 11. Logistic Regression/1. Intro (what you will learn in this section).mp4 57.9 MB
    icon 11. Logistic Regression/1. Intro (what you will learn in this section).srt 2.6 KB
    icon 11. Logistic Regression/2. Get the dataset.mp4 36.4 MB
    icon 11. Logistic Regression/2. Get the dataset.srt 5.6 KB
    icon 11. Logistic Regression/3. Binary outcome YesNo-Type Business Problems.mp4 79.2 MB
    icon 11. Logistic Regression/3. Binary outcome YesNo-Type Business Problems.srt 13.4 KB
    icon 11. Logistic Regression/4. Logistic regression intuition.mp4 82.7 MB
    icon 11. Logistic Regression/4. Logistic regression intuition.srt 25.3 KB
    icon 11. Logistic Regression/5. Your first logistic regression.mp4 89.1 MB
    icon 11. Logistic Regression/5. Your first logistic regression.srt 11.8 KB
    icon 11. Logistic Regression/6. False Positives and False Negatives.mp4 44 MB
    icon 11. Logistic Regression/6. False Positives and False Negatives.srt 11.5 KB
    icon 11. Logistic Regression/7. Confusion Matrix.mp4 20.5 MB
    icon 11. Logistic Regression/7. Confusion Matrix.srt 7.4 KB
    icon 11. Logistic Regression/8. Interpreting coefficients of a logistic regression.mp4 103.5 MB
    icon 11. Logistic Regression/8. Interpreting coefficients of a logistic regression.srt 14.1 KB
    icon 12. Building a robust geodemographic segmentation model/1. Intro (what you will learn in this section).mp4 37.2 MB
    icon 12. Building a robust geodemographic segmentation model/1. Intro (what you will learn in this section).srt 1.8 KB
    icon 12. Building a robust geodemographic segmentation model/10. Model is Ready and Section Recap.mp4 59.6 MB
    icon 12. Building a robust geodemographic segmentation model/10. Model is Ready and Section Recap.srt 9.2 KB
    icon 12. Building a robust geodemographic segmentation model/2. Get the dataset.mp4 130.1 MB
    icon 12. Building a robust geodemographic segmentation model/2. Get the dataset.srt 11.6 KB
    icon 12. Building a robust geodemographic segmentation model/3. What is geo-demographic segmenation.mp4 33.1 MB
    icon 12. Building a robust geodemographic segmentation model/3. What is geo-demographic segmenation.srt 7.6 KB
    icon 12. Building a robust geodemographic segmentation model/4. Let's build the model - first iteration.mp4 74.9 MB
    icon 12. Building a robust geodemographic segmentation model/4. Let's build the model - first iteration.srt 12.7 KB
    icon 12. Building a robust geodemographic segmentation model/5. Let's build the model - backward elimination STEP-BY-STEP.mp4 171.4 MB
    icon 12. Building a robust geodemographic segmentation model/5. Let's build the model - backward elimination STEP-BY-STEP.srt 17 KB
    icon 12. Building a robust geodemographic segmentation model/6. Transforming independent variables.mp4 92 MB
    icon 12. Building a robust geodemographic segmentation model/6. Transforming independent variables.srt 14.7 KB
    icon 12. Building a robust geodemographic segmentation model/7. Creating derived variables.mp4 76.5 MB
    icon 12. Building a robust geodemographic segmentation model/7. Creating derived variables.srt 8.6 KB
    icon 12. Building a robust geodemographic segmentation model/8. Checking for multicollinearity using VIF.mp4 139.7 MB
    icon 12. Building a robust geodemographic segmentation model/8. Checking for multicollinearity using VIF.srt 11.6 KB
    icon 12. Building a robust geodemographic segmentation model/9. Correlation Matrix and Multicollinearity Intuition.mp4 102.9 MB
    icon 12. Building a robust geodemographic segmentation model/9. Correlation Matrix and Multicollinearity Intuition.srt 11.3 KB
    icon 13. Assessing your model/1. Intro (what you will learn in this section).mp4 22.5 MB
    icon 13. Assessing your model/1. Intro (what you will learn in this section).srt 1.1 KB
    icon 13. Assessing your model/10. Section Recap.mp4 21.4 MB
    icon 13. Assessing your model/10. Section Recap.srt 5.3 KB
    icon 13. Assessing your model/2. Accuracy paradox.mp4 10.9 MB
    icon 13. Assessing your model/2. Accuracy paradox.srt 3.3 KB
    icon 13. Assessing your model/3. Cumulative Accuracy Profile (CAP).mp4 49.7 MB
    icon 13. Assessing your model/3. Cumulative Accuracy Profile (CAP).srt 16.2 KB
    icon 13. Assessing your model/4. How to build a CAP curve in Excel.mp4 213 MB
    icon 13. Assessing your model/4. How to build a CAP curve in Excel.srt 22.3 KB
    icon 13. Assessing your model/5. Assessing your model using the CAP curve.mp4 53 MB
    icon 13. Assessing your model/5. Assessing your model using the CAP curve.srt 10.4 KB
    icon 13. Assessing your model/6. Get my CAP curve template.mp4 81.7 MB
    icon 13. Assessing your model/6. Get my CAP curve template.srt 9.9 KB
    icon 13. Assessing your model/7. How to use test data to prevent overfitting your model.mp4 27.7 MB
    icon 13. Assessing your model/7. How to use test data to prevent overfitting your model.srt 5.4 KB
    icon 13. Assessing your model/8. Applying the model to test data.mp4 144.5 MB
    icon 13. Assessing your model/8. Applying the model to test data.srt 10.7 KB
    icon 13. Assessing your model/9. Comparing training performance and test performance.mp4 153.4 MB
    icon 13. Assessing your model/9. Comparing training performance and test performance.srt 16.7 KB
    icon 14. Drawing insights from your model/1. Intro (what you will learn in this section).mp4 20.2 MB
    icon 14. Drawing insights from your model/1. Intro (what you will learn in this section).srt 944 B
    icon 14. Drawing insights from your model/2. Power insights from your CAP.mp4 161.1 MB
    icon 14. Drawing insights from your model/2. Power insights from your CAP.srt 21.1 KB
    icon 14. Drawing insights from your model/3. Coefficients of a Logistic Regression - Plan of Attack (advanced topic).mp4 23.8 MB
    icon 14. Drawing insights from your model/3. Coefficients of a Logistic Regression - Plan of Attack (advanced topic).srt 5.7 KB
    icon 14. Drawing insights from your model/4. Odds ratio (advanced topic).mp4 71 MB
    icon 14. Drawing insights from your model/4. Odds ratio (advanced topic).srt 12.9 KB
    icon 14. Drawing insights from your model/5. Odds Ratio vs Coefficients in a Logistic Regression (advanced topic).mp4 36.2 MB
    icon 14. Drawing insights from your model/5. Odds Ratio vs Coefficients in a Logistic Regression (advanced topic).srt 10.6 KB
    icon 14. Drawing insights from your model/6. Deriving insights from your coefficients (advanced topic).mp4 168.2 MB
    icon 14. Drawing insights from your model/6. Deriving insights from your coefficients (advanced topic).srt 20.8 KB
    icon 14. Drawing insights from your model/7. Section Recap.mp4 16.9 MB
    icon 14. Drawing insights from your model/7. Section Recap.srt 4.8 KB

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