Data School
237K subscribers
7:31
How to read the scikit-learn documentation
Data School
1.8K views • 2 weeks ago
2:47:31
My top 50 scikit-learn tips
Data School
11K views • 1 year ago
24:40
21 more pandas tricks
Data School
46K views • 1 year ago
7:49
Adapt this pattern to solve many Machine Learning problems
Data School
12K views • 2 years ago
5:07
Tune multiple models simultaneously with GridSearchCV
Data School
7K views • 2 years ago
3:38
Access part of a Pipeline using slicing
Data School
2.5K views • 2 years ago
4:07
Tune the parameters of a VotingClassifer or VotingRegressor
Data School
4.5K views • 2 years ago
4:32
Ensemble multiple models using VotingClassifer or VotingRegressor
Data School
9K views • 2 years ago
4:08
Create feature interactions using PolynomialFeatures
Data School
6.1K views • 2 years ago
2:16
Speed up GridSearchCV using parallel processing
Data School
4.7K views • 2 years ago
6:59
Use OrdinalEncoder instead of OneHotEncoder with tree-based models
Data School
4.1K views • 2 years ago
3:11
Passthrough some columns and drop others in a ColumnTransformer
Data School
4.2K views • 2 years ago
4:07
Drop the first category from binary features (only) with OneHotEncoder
Data School
2.9K views • 2 years ago
1:36
Estimators only print parameters that have been changed
Data School
1.8K views • 2 years ago
2:11
Load a toy dataset into a DataFrame
Data School
3K views • 2 years ago
2:18
Get the feature names output by a ColumnTransformer
Data School
8.4K views • 2 years ago
2:08
Create an interactive diagram of a Pipeline in Jupyter
Data School
4.5K views • 2 years ago
1:56
Most parameters should be passed as keyword arguments
Data School
2.7K views • 2 years ago
1:23
Don't use .values when passing a pandas object to scikit-learn
Data School
2.9K views • 2 years ago
2:29
Add feature selection to a Pipeline
Data School
7.8K views • 2 years ago
4:09
Use FunctionTransformer to convert functions into transformers
Data School
6.6K views • 2 years ago
3:40
Use AUC to evaluate multiclass problems
Data School
7.8K views • 2 years ago
5:12
Shuffle your dataset when using cross_val_score
Data School
6.7K views • 2 years ago
2:02
Four ways to examine the steps of a Pipeline
Data School
3K views • 2 years ago
1:57
Vectorize two text columns in a ColumnTransformer
Data School
3.8K views • 2 years ago
1:45
Save a model or Pipeline using joblib
Data School
9K views • 2 years ago
2:38
Two ways to impute missing values for a categorical feature
Data School
12K views • 2 years ago
4:26
Use stratified sampling with train_test_split
Data School
17K views • 2 years ago
1:35
Prune a decision tree to avoid overfitting
Data School
4.6K views • 2 years ago
3:54
Visualize a decision tree two different ways
Data School
8.2K views • 2 years ago
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