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Title: Udemy - Data Science AGroup: NOGRPSource: Udemy
Info Hash
414BB82F63E4FA75CF98FF2A892B85AF54759CAB
Source
Unverified
Total Size
14.82 GB
Total Files
100
Seeders
1
Leechers
0
Health
1.00
Score
2
Type
Bookware

File List

FileSize
0. Websites you may like/[CourseClub.Me].url122 B
0. Websites you may like/[FreeCourseSite.com].url127 B
0. Websites you may like/[GigaCourse.Com].url49 B
1. Get Excited/1. Welcome to Data Science A-Z™.mp475.03 MB
1. Get Excited/1. Welcome to Data Science A-Z™.srt7.43 KB
1. Get Excited/2. BONUS Learning Paths.html1.79 KB
1. Get Excited/3. Get the materials.html317 B
1. Get Excited/4. Your Shortcut To Becoming A Better Data Scientist!.html3.96 KB
10. Multiple Linear Regression/1. Intro (what you will learn in this section).mp446.1 MB
10. Multiple Linear Regression/1. Intro (what you will learn in this section).srt2.02 KB
10. Multiple Linear Regression/10. Interpreting coefficients of MLR.mp4168.68 MB
10. Multiple Linear Regression/10. Interpreting coefficients of MLR.srt18.51 KB
10. Multiple Linear Regression/11. Section Recap.mp429.89 MB
10. Multiple Linear Regression/11. Section Recap.srt6.8 KB
10. Multiple Linear Regression/2. Caveat assumptions of a linear regression.mp48.08 MB
10. Multiple Linear Regression/2. Caveat assumptions of a linear regression.srt2.69 KB
10. Multiple Linear Regression/3. Get the dataset.mp462.29 MB
10. Multiple Linear Regression/3. Get the dataset.srt6.38 KB
10. Multiple Linear Regression/4. Dummy Variables.mp469.76 MB
10. Multiple Linear Regression/4. Dummy Variables.srt12.13 KB
10. Multiple Linear Regression/5. Dummy Variable Trap.mp420.89 MB
10. Multiple Linear Regression/5. Dummy Variable Trap.srt3.51 KB
10. Multiple Linear Regression/6. Understanding the P-Value.mp456.49 MB
10. Multiple Linear Regression/6. Understanding the P-Value.srt20.63 KB
10. Multiple Linear Regression/7. Ways to build a model BACKWARD, FORWARD, STEPWISE.mp498.86 MB
10. Multiple Linear Regression/7. Ways to build a model BACKWARD, FORWARD, STEPWISE.srt23.56 KB
10. Multiple Linear Regression/8. Backward Elimination - Practice time.mp4186.93 MB
10. Multiple Linear Regression/8. Backward Elimination - Practice time.srt25.01 KB
10. Multiple Linear Regression/9. Using Adjusted R-squared to create Robust models.mp4167.16 MB
10. Multiple Linear Regression/9. Using Adjusted R-squared to create Robust models.srt15.19 KB
11. Logistic Regression/1. Intro (what you will learn in this section).mp457.88 MB
11. Logistic Regression/1. Intro (what you will learn in this section).srt2.65 KB
11. Logistic Regression/2. Get the dataset.mp436.44 MB
11. Logistic Regression/2. Get the dataset.srt5.59 KB
11. Logistic Regression/3. Binary outcome YesNo-Type Business Problems.mp479.23 MB
11. Logistic Regression/3. Binary outcome YesNo-Type Business Problems.srt13.41 KB
11. Logistic Regression/4. Logistic regression intuition.mp482.73 MB
11. Logistic Regression/4. Logistic regression intuition.srt25.29 KB
11. Logistic Regression/5. Your first logistic regression.mp489.1 MB
11. Logistic Regression/5. Your first logistic regression.srt11.84 KB
11. Logistic Regression/6. False Positives and False Negatives.mp444.03 MB
11. Logistic Regression/6. False Positives and False Negatives.srt11.51 KB
11. Logistic Regression/7. Confusion Matrix.mp420.49 MB
11. Logistic Regression/7. Confusion Matrix.srt7.41 KB
11. Logistic Regression/8. Interpreting coefficients of a logistic regression.mp4103.52 MB
11. Logistic Regression/8. Interpreting coefficients of a logistic regression.srt14.08 KB
12. Building a robust geodemographic segmentation model/1. Intro (what you will learn in this section).mp437.23 MB
12. Building a robust geodemographic segmentation model/1. Intro (what you will learn in this section).srt1.84 KB
12. Building a robust geodemographic segmentation model/10. Model is Ready and Section Recap.mp459.58 MB
12. Building a robust geodemographic segmentation model/10. Model is Ready and Section Recap.srt9.2 KB
12. Building a robust geodemographic segmentation model/2. Get the dataset.mp4130.14 MB
12. Building a robust geodemographic segmentation model/2. Get the dataset.srt11.64 KB
12. Building a robust geodemographic segmentation model/3. What is geo-demographic segmenation.mp433.14 MB
12. Building a robust geodemographic segmentation model/3. What is geo-demographic segmenation.srt7.63 KB
12. Building a robust geodemographic segmentation model/4. Let's build the model - first iteration.mp474.85 MB
12. Building a robust geodemographic segmentation model/4. Let's build the model - first iteration.srt12.66 KB
12. Building a robust geodemographic segmentation model/5. Let's build the model - backward elimination STEP-BY-STEP.mp4171.39 MB
12. Building a robust geodemographic segmentation model/5. Let's build the model - backward elimination STEP-BY-STEP.srt17.02 KB
12. Building a robust geodemographic segmentation model/6. Transforming independent variables.mp492.03 MB
12. Building a robust geodemographic segmentation model/6. Transforming independent variables.srt14.72 KB
12. Building a robust geodemographic segmentation model/7. Creating derived variables.mp476.47 MB
12. Building a robust geodemographic segmentation model/7. Creating derived variables.srt8.57 KB
12. Building a robust geodemographic segmentation model/8. Checking for multicollinearity using VIF.mp4139.69 MB
12. Building a robust geodemographic segmentation model/8. Checking for multicollinearity using VIF.srt11.63 KB
12. Building a robust geodemographic segmentation model/9. Correlation Matrix and Multicollinearity Intuition.mp4102.85 MB
12. Building a robust geodemographic segmentation model/9. Correlation Matrix and Multicollinearity Intuition.srt11.34 KB
13. Assessing your model/1. Intro (what you will learn in this section).mp422.48 MB
13. Assessing your model/1. Intro (what you will learn in this section).srt1.11 KB
13. Assessing your model/10. Section Recap.mp421.46 MB
13. Assessing your model/10. Section Recap.srt5.33 KB
13. Assessing your model/2. Accuracy paradox.mp410.91 MB
13. Assessing your model/2. Accuracy paradox.srt3.33 KB
13. Assessing your model/3. Cumulative Accuracy Profile (CAP).mp449.67 MB
13. Assessing your model/3. Cumulative Accuracy Profile (CAP).srt16.18 KB
13. Assessing your model/4. How to build a CAP curve in Excel.mp4213.02 MB
13. Assessing your model/4. How to build a CAP curve in Excel.srt22.3 KB
13. Assessing your model/5. Assessing your model using the CAP curve.mp453.03 MB
13. Assessing your model/5. Assessing your model using the CAP curve.srt10.37 KB
13. Assessing your model/6. Get my CAP curve template.mp481.69 MB
13. Assessing your model/6. Get my CAP curve template.srt9.9 KB
13. Assessing your model/7. How to use test data to prevent overfitting your model.mp427.69 MB
13. Assessing your model/7. How to use test data to prevent overfitting your model.srt5.45 KB
13. Assessing your model/8. Applying the model to test data.mp4144.49 MB
13. Assessing your model/8. Applying the model to test data.srt10.72 KB
13. Assessing your model/9. Comparing training performance and test performance.mp4153.39 MB
13. Assessing your model/9. Comparing training performance and test performance.srt16.65 KB
14. Drawing insights from your model/1. Intro (what you will learn in this section).mp420.22 MB
14. Drawing insights from your model/1. Intro (what you will learn in this section).srt944 B
14. Drawing insights from your model/2. Power insights from your CAP.mp4161.15 MB
14. Drawing insights from your model/2. Power insights from your CAP.srt21.15 KB
14. Drawing insights from your model/3. Coefficients of a Logistic Regression - Plan of Attack (advanced topic).mp423.76 MB
14. Drawing insights from your model/3. Coefficients of a Logistic Regression - Plan of Attack (advanced topic).srt5.67 KB
14. Drawing insights from your model/4. Odds ratio (advanced topic).mp471.01 MB
14. Drawing insights from your model/4. Odds ratio (advanced topic).srt12.88 KB
14. Drawing insights from your model/5. Odds Ratio vs Coefficients in a Logistic Regression (advanced topic).mp436.24 MB
14. Drawing insights from your model/5. Odds Ratio vs Coefficients in a Logistic Regression (advanced topic).srt10.59 KB
14. Drawing insights from your model/6. Deriving insights from your coefficients (advanced topic).mp4168.2 MB
14. Drawing insights from your model/6. Deriving insights from your coefficients (advanced topic).srt20.83 KB
14. Drawing insights from your model/7. Section Recap.mp416.88 MB
14. Drawing insights from your model/7. Section Recap.srt4.81 KB

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