Current
Beginner
Learn the Foundations of Machine Learning and Artificial Intelligence
freeCodeCamp · freeCodeCamp · Updated March 2026
Platform rating
4.6/5
AI Tutor Rating
8.6/10
Duration
11 hours
Classes
39
11-hour foundational ML/AI course with roadmap guidance, algorithm fundamentals, case studies, and career-oriented workshops.
What you'll get
Learn core ML concepts and model families
Understand bias-variance and regularization tradeoffs
Work through practical case studies and MLOps examples
Use career roadmaps for ML interview and job prep
Fit
Best for
Developers
AI Engineers
Data Scientists
Technical Builders
Not ideal for
Experts seeking deep specialization
Prerequisites & pricing
Prerequisites
Beginner-friendly; some programming exposure helpful
Pricing
Free
Certification
No
Growth Leverage: Completing this course positions you for roles such as Machine Learning Engineer or Data Scientist, enabling applications to entry-level ML positions and certifications like the AWS Certified Machine Learning Specialist. The roadmap guidance enhances your preparedness for technical interviews, making you a strong candidate in a competitive job market.
Skills Value: The course equips you with in-demand skills that solve problems like predictive modeling and data analysis, justifying salary premiums of 10-20% for ML roles, which often start around $90,000. Companies actively seek these competencies to leverage data-driven decision-making and optimize operational efficiency.
Machine Learning
AI Foundations
MLOps
Career Prep