Understanding and Applying Linear Regression
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Torrent File Content (61 files)
Understanding and Applying Linear Regression
files
4-understanding-applying-linear-regression-m4-exercise-__MACOSX/._module_4.R -
files
4-understanding-applying-linear-regression-m4-exercise-__MACOSX/._module_4.R -
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5-understanding-applying-linear-regression-m5-exercise-__MACOSX/._module_5_code.py -
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8-understanding-applying-linear-regression-m8-exercise-__MACOSX/._module_8.R -
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9-understanding-applying-linear-regression-m9-exercise-__MACOSX/._module_9_code.py -
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4-understanding-applying-linear-regression-m4-exercise-module_4.R -
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5-understanding-applying-linear-regression-m5-exercise-module_5_code.py -
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8-understanding-applying-linear-regression-m8-exercise-module_8.R -
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9-understanding-applying-linear-regression-m9-exercise-module_9_code.py -
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1-understanding-applying-linear-regression-m1-slides.pdf -
1.08 MB
2-understanding-applying-linear-regression-m2-slides.pdf -
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3-understanding-applying-linear-regression-m3-slides.pdf -
527.08 KB
4-understanding-applying-linear-regression-m4-slides.pdf -
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5-understanding-applying-linear-regression-m5-slides.pdf -
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6-understanding-applying-linear-regression-m6-slides.pdf -
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7-understanding-applying-linear-regression-m7-slides.pdf -
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8-understanding-applying-linear-regression-m8-slides.pdf -
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9-understanding-applying-linear-regression-m9-slides.pdf -
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01 - Course Overview - Course Overview.mp4 -
4.39 MB
02 - Modeling Relationships Between Variables Using Regression - Connecting the Dots Using Linear Regression.mp4 -
9.02 MB
03 - Modeling Relationships Between Variables Using Regression - Reasons for Using Regression.mp4 -
10.88 MB
04 - Modeling Relationships Between Variables Using Regression - Versatility of Regression.mp4 -
3.38 MB
05 - Modeling Relationships Between Variables Using Regression - Regression as Machine Learning.mp4 -
7.7 MB
06 - Modeling Relationships Between Variables Using Regression - Mean and Variance.mp4 -
4.5 MB
07 - Modeling Relationships Between Variables Using Regression - Probability Distributions and the Bell Curve.mp4 -
9.32 MB
08 - Understanding Simple Regression Models - Setting up the Regression Problem.mp4 -
6.15 MB
09 - Understanding Simple Regression Models - The Best Fit Line.mp4 -
5.53 MB
10 - Understanding Simple Regression Models - A Quick Taste of Regression in Excel.mp4 -
11.04 MB
11 - Understanding Simple Regression Models - Solving the Regression Problem.mp4 -
6.53 MB
12 - Understanding Simple Regression Models - Residuals and the Regression Assumptions.mp4 -
7.55 MB
13 - Understanding Simple Regression Models - Explaining Variance Using Simple Regression.mp4 -
6.35 MB
14 - Understanding Simple Regression Models - R-squared as Variance Explained.mp4 -
8.24 MB
15 - Understanding Simple Regression Models - Prediction Using Simple Regression.mp4 -
8.84 MB
16 - Implementing Simple Regression Models in Excel - Applying Simple Regression.mp4 -
9.86 MB
17 - Implementing Simple Regression Models in Excel - Violations of Regression Assumptions.mp4 -
15.74 MB
18 - Implementing Simple Regression Models in Excel - Fast Prototyping in Excel.mp4 -
22.92 MB
19 - Implementing Simple Regression Models in Excel - Slope, Intercept, and Prediction.mp4 -
24.03 MB
20 - Implementing Simple Regression Models in Excel - Poorly Specified Regression Models.mp4 -
17.4 MB
21 - Implementing Simple Regression Models in R - R for Regression.mp4 -
7.65 MB
22 - Implementing Simple Regression Models in R - Data Frames in R.mp4 -
12.25 MB
23 - Implementing Simple Regression Models in R - Regressing Returns, Not Prices.mp4 -
15.88 MB
24 - Implementing Simple Regression Models in R - Prediction with Regression in R.mp4 -
11.4 MB
25 - Implementing Simple Regression Models in Python - When Python Is the Right Tool for Regression.mp4 -
6.21 MB
26 - Implementing Simple Regression Models in Python - Using Pandas and NumPy.mp4 -
10.94 MB
27 - Implementing Simple Regression Models in Python - Linear Regression as Machine Learning.mp4 -
11.15 MB
28 - Understanding Multiple Regression Models - Introducing Multiple Regression.mp4 -
11.2 MB
29 - Understanding Multiple Regression Models - Risks in Multiple Regression.mp4 -
8.34 MB
30 - Understanding Multiple Regression Models - Detecting Multicollinearity.mp4 -
9.21 MB
31 - Understanding Multiple Regression Models - Multicollinearity - Prevention and Cure.mp4 -
8.69 MB
32 - Understanding Multiple Regression Models - Benefits of Multiple Regression.mp4 -
5.74 MB
33 - Understanding Multiple Regression Models - Interpreting the Results of a Regression Analysis.mp4 -
7.72 MB
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