Machine Learning
Revisiting Machine Learning Fundamentals
Work through a practical, end-to-end machine learning project: explore and visualize data, apply preprocessing, build and evaluate models, and deploy a simple REST API. This course refreshes your core ML skills and ensures you’re ready for the more complex, cloud-based workflows ahead.
FastAPI
Pandas
Python
Scikit-learn
5 lessons
23 practices
3 hours
Course details
Getting to Know Your Data
Loading Your Dataset
Examining Dataset Structure and Schema
Assessing Data Quality and Completeness
Visualizing Target Variable Distribution
Feature Correlation Heatmap Visualization
Join the 1M+ learners on CodeSignal
Be a part of our community of 1M+ users who develop and demonstrate their skills on CodeSignal
