Machine Learning in 2024 – Beginner's Course
freeCodeCamp.org
An introduction to machine learning by Tatev Karen Aslanyan, published on freeCodeCamp. It opens with the skills and career paths in the field, explains the theory behind linear and logistic regression, and ends with a full project in Python, from loading data to evaluating the model.
What you'll learn
- Career paths and skills in machine learning
- The bias-variance trade-off and regularization
- Linear and logistic regression
- Cleaning and preparing data
- Training and evaluating a model in Python
