Introduction to Machine Learning with scikit-learn
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Introduction
Welcome to the course!
Download the course notebooks
1. What is Machine Learning, and how does it work?
Lesson 1
Quiz 1
2. Setting up Python for Machine Learning: scikit-learn and Jupyter Notebook
Lesson 2
Quiz 2
3. Getting started in scikit-learn with the famous iris dataset
Lesson 3
Quiz 3
4. Training a Machine Learning model with scikit-learn
Lesson 4
Quiz 4
5. Comparing Machine Learning models in scikit-learn
Lesson 5
Quiz 5
6. Data science pipeline: pandas, seaborn, scikit-learn
Lesson 6
Quiz 6
7. Cross-validation for parameter tuning, model selection, and feature selection
Lesson 7
Quiz 7
8. Efficiently searching for optimal tuning parameters
Lesson 8
Quiz 8
9. Evaluating a classification model
Lesson 9
Quiz 9
10. Building a Machine Learning workflow
Lesson 10
Quiz 10
Conclusion
Request your certificate of completion
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Products
Course
Section
1. What is Machine Learning, and how does it work?
1. What is Machine Learning, and how does it work?
Introduction to Machine Learning with scikit-learn
Buy now
Learn more
Introduction
Welcome to the course!
Download the course notebooks
1. What is Machine Learning, and how does it work?
Lesson 1
Quiz 1
2. Setting up Python for Machine Learning: scikit-learn and Jupyter Notebook
Lesson 2
Quiz 2
3. Getting started in scikit-learn with the famous iris dataset
Lesson 3
Quiz 3
4. Training a Machine Learning model with scikit-learn
Lesson 4
Quiz 4
5. Comparing Machine Learning models in scikit-learn
Lesson 5
Quiz 5
6. Data science pipeline: pandas, seaborn, scikit-learn
Lesson 6
Quiz 6
7. Cross-validation for parameter tuning, model selection, and feature selection
Lesson 7
Quiz 7
8. Efficiently searching for optimal tuning parameters
Lesson 8
Quiz 8
9. Evaluating a classification model
Lesson 9
Quiz 9
10. Building a Machine Learning workflow
Lesson 10
Quiz 10
Conclusion
Request your certificate of completion
Take another course from Data School!
Earn money by promoting Data School's...
What is Machine Learning?
What are the two main categories of Machine Learning?
What are some examples of Machine Learning?
How does Machine Learning "work"?
2 Lessons
Lesson 1
Quiz 1