M4. Linear Models


M4. Exercise M4.03 M4. Exercise M4.01 M4. Quiz M4.02 M4. Exercise M4.04 M4. Exercise M4.02 M4. Exercise M4.05 M4. Linear regression using scikit-learn M4. Beyond linear separation in classification M4. Linear model for classification M4. Linear regression with non-linear link between M4. Quiz M4.05 M4. Quiz M4.03 M4. Wrap-up quiz 4 M4. Quiz M4.04 M4. Intuitions on regularized linear models M4. Video Intuitions on linear models M4. Linear regression without scikit-learn M4. Main take-away M4. Quiz M4.01 M4. Regularization of linear regression model
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About the M4. Linear Models category
M4. Linear Models
1 1 25 January 2022
Technical problem viewing vidéo
M4. Video Intuitions on linear models
1 20 27 January 2023
Significance of choosing ShuffleSplit here?
M4. Regularization of linear regression model
1 13 16 January 2023
Question 4. must be a positive number but also could be zero
M4. Quiz M4.04
1 8 16 January 2023
M4.04 Regularization in linear model
M4. Exercise M4.04
1 12 16 January 2023
Q12 - Can´t access the coefs
M4. Wrap-up quiz 4
1 14 16 January 2023
Different results for Question 12
M4. Wrap-up quiz 4
4 23 15 January 2023
Additional intercept
M4. Linear Models
4 13 14 January 2023
Interesting but often difficult to follow
M4. Wrap-up quiz 4
3 68 12 January 2023
Explanation question 4
M4. Quiz M4.04
1 19 3 January 2023
Prediction function in case of linear regression with polynomial feature expansion
M4. Linear regression with non-linear link between
1 18 3 January 2023
Why use np.ravel?
M4. Exercise M4.01
1 25 3 January 2023
Goodness_fit_measure
M4. Exercise M4.01
1 22 3 January 2023
Number of Features
M4. Video Intuitions on linear models
1 13 3 January 2023
Looks to be incorrect answer in an exercise
M4. Quiz M4.02
1 47 20 December 2022
For categorical features, it is generally common to omit scaling when features are encoded with a OneHotEncoder
M4. Regularization of linear regression model
priority-mooc-v4
1 25 19 December 2022
P-Value with the coef_
M4. Linear model for classification
2 24 17 December 2022
Very long Quiz session
M4. Wrap-up quiz 4
1 62 15 December 2022
Cv_results["estimator"]?
M4. Exercise M4.03
2 27 15 December 2022
Set include_bias=False for PolynomialFeatures class . Why is it so?
M4. Linear regression with non-linear link between
1 20 14 December 2022
Tree in depth notebook
M4. Wrap-up quiz 4
priority-mooc-v4
2 32 13 December 2022
Question 7 alphas
M4. Wrap-up quiz 4
2 40 13 December 2022
2D array coefficients
M4. Linear model for classification
2 29 11 December 2022
Dropping in multiclass encoding
M4. Exercise M4.04
1 22 9 December 2022
Polynomial Feature Transformer with classification
M4. Regularization of linear regression model
1 21 9 December 2022
Hyperparameter and testing score
M4. Regularization of linear regression model
2 24 7 December 2022
Inconsistency in a Python cell?
M4. Linear regression without scikit-learn
1 21 24 October 2022
Question 11 Solution
M4. Wrap-up quiz 4
1 10 17 May 2022
Missing definition of R2 in solution
M4. Exercise M4.04
1 11 16 May 2022
Question 12 code snippet
M4. Wrap-up quiz 4
2 120 15 May 2022