This page lists exercises associated with Microsoft skilling content on Microsoft Learn
Explore Machine Learning
Level: 100 | Duration: 15
Train and evaluate machine learning models
Explore data with NumPy and Pandas
Level: 200 | Duration: 15
Explore basic data manipulation with Python
Visualize data with Matplotlib
Level: 200 | Duration: 15
Explore data visualizations with Python
Explore data distributions and comparisons
Level: 200 | Duration: 15
Explore data distributions and comparisons with Python
Get started with regression
Level: 200 | Duration: 15
Train a linear regression model
Experiment with regression models
Level: 200 | Duration: 15
Experiment with regression model algorithms
Optimize regression models
Level: 200 | Duration: 15
Optimize regression model algorithms
Get started with classification
Level: 200 | Duration: 15
Train a binary classification model
Optimize classification models
Level: 200 | Duration: 15
Optimize a binary classification model
Train a multiclass classification model
Level: 200 | Duration: 15
Train a multiclass classification model
Get started with clustering
Level: 200 | Duration: 15
Explore clustering
Create clustering models
Level: 200 | Duration: 15
Use K-Means and Agglomerative clustering
Create a neural network
Level: 200 | Duration: 15
Explore deep learning by creating a neural network