This is Your Data Teacher School. Here you'll find our online courses about Data Science, Supervised Machine Learning and Data Analysis.

Our learning paths


Data pre-processing for machine learning in Python - Learning Path

6 Course Bundle

$100

Supervised Machine Learning in Python - Learning Path

7 Course Bundle

$200

Data pre-processing for machine learning in Python

Learning Path


In this learning path, some of the most important pre-processing techniques are analyzed.



Module 1 - Introduction - Data pre-processing for machine learning in Python

Gianluca Malato

Gianluca Malato

FREE

Module 2 - Data cleaning - Data pre-processing for machine learning in Python

Gianluca Malato

Gianluca Malato

$20

Module 3 - Encoding of categorical data - Data pre-processing for machine learning in Python

Gianluca Malato

Gianluca Malato

$20

Module 4 - Numerical transformations - Data pre-processing for machine learning in Python

Gianluca Malato

Gianluca Malato

$40

Module 5 - Oversampling and feature selection - Data pre-processing for machine learning in Python

Gianluca Malato

Gianluca Malato

$30

Module 6 - Practical approaches - Data pre-processing for machine learning in Python

Gianluca Malato

Gianluca Malato

FREE

Supervised Machine Learning in Python

Learning Path


In this learning path, we are going to see a complete overview of supervised machine learning in Python.


Module 1 - Introduction - Supervised Machine Learning in Python

Gianluca Malato

Gianluca Malato

FREE

Module 2 - Supervised models - Supervised Machine Learning in Python

Gianluca Malato

Gianluca Malato

$70

Module 3 - Ensemble models - Supervised Machine Learning in Python

Gianluca Malato

Gianluca Malato

$40

Module 4 - Performance evaluation - Supervised Machine Learning in Python

Gianluca Malato

Gianluca Malato

$30

Module 5 - Cross-validation and hyperparameter tuning - Supervised Machine Learning in Python

Gianluca Malato

Gianluca Malato

$20

Module 6 - Feature importance and RFE - Supervised Machine Learning in Python

Gianluca Malato

Gianluca Malato

$40

Module 7 - Practical approaches - Supervised Machine Learning in Python

Gianluca Malato

Gianluca Malato

$20