Top AI Certificates
This is a roadmap for building AI skills, whether you want to develop AI tools or use AI in your career. I include beginner-friendly and advanced options, and group courses by category so you can find the right path. I earn as an affiliate from some links, which helps me keep creating free resources like this. I’ve grouped courses by platform to help reduce cost.I included courses from the same subscription to reduce cost.
CATEGORY 1
Understand AI
Start here if you’re completely new to AI. These beginner courses explain the concepts behind AI and help you understand what’s possible.
IBM AI Foundations
Great intro to AI, machine learning, and how it's being used across industries. Beginner-friendly and well structured.
Google AI Essentials
A practical, no-code course for anyone who wants to understand and use AI tools in their work. Super beginner-friendly.
CATEGORY 2
AI Fundamentals
For people who want to go deeper. These courses cover machine learning and deep learning (the foundations behind modern AI systems)
Machine Learning Specialization
Taught by Andrew Ng. One of the most respected beginner ML courses online.
Deep Learning Specialization
Also by Andrew Ng. Takes you deeper into neural networks, computer vision, and NLP.
CATEGORY 3
Build AI
For people who want to create AI systems, build models, or become AI engineers. These certifications include hands-on coding and tools.
IBM AI Engineer Certificate
Covers ML, deep learning, Python, and key frameworks. Great for aspiring AI engineers.
IBM AI Developer Certificate
Focuses on building and deploying AI-powered applications. Excellent to start from scratch.
CATEGORY 4
AI For Business
Want to use AI in a business setting, or lead AI projects? These courses help non-technical professionals gain high-value skills.
AI For Business Specialization
Learn how AI is reshaping industries and how to use it in business decision-making.
IBM AI Product Manager
Designed for professionals who want to bridge the gap between business and tech.
CATEGORY 5
Guided AI Projects
Hands-on, portfolio-friendly mini-projects. Great for practicing key AI concepts with real tools.
Building Systems with the ChatGPT API
Learn to build custom AI assistants using OpenAI’s API. No prior experience needed.
Multi AI Agent Systems with crewAI
Dive into collaborative agent systems. A unique and modern take on how AI agents can work together.
AI Agents in LangGraph by DeepLearning.Ai
Learn how to use LangGraph to create complex, multi-step AI workflows. Excellent for technical learners.