AI Courses
Courses are ranked against specific gig requirements throughout the site — this is the general catalog.
Disclaimer
Completing a course doesn't guarantee proficiency or that you'll qualify for a role — hiring standards vary by employer.
Free
Intro to Machine Learning
Kaggle Learn · beginner
Hands-on introduction to machine learning with real datasets.
Machine Learning
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Free
Pandas
Kaggle Learn · beginner
Hands-on data manipulation and analysis with pandas.
Python · Analytics · Pandas
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Free
ChatGPT Prompt Engineering for Developers
DeepLearning.AI · beginner
Short course on writing effective prompts for LLM applications.
Prompt Engineering · Large Language Models
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Free
AI for Education
Khan Academy · beginner
Free course on understanding and using AI tools responsibly.
AI Strategy · Responsible AI
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Free
Machine Learning Specialization
DeepLearning.AI · beginner
Foundational machine learning specialization covering supervised/unsupervised learning.
Machine Learning
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Free
Data Analysis with Python
freeCodeCamp · beginner
Free certification covering data analysis with numpy, pandas, and matplotlib.
Python · Analytics · Pandas · NumPy
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Free
Hugging Face Agents Course
Hugging Face Learn · intermediate
Free course covering how to build and deploy AI agents.
Agentic Workflows · Hugging Face
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Free
Introduction to Deep Learning (6.S191)
MIT OpenCourseWare · intermediate
MIT's introductory course on deep learning foundations and applications.
Deep Learning
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Free
Machine Learning with Python
freeCodeCamp · intermediate
Free certification covering machine learning fundamentals with Python and TensorFlow.
Machine Learning · Python · TensorFlow
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Free
2 interestedBuilding and Evaluating Advanced RAG Applications
DeepLearning.AI · intermediate
Short course on retrieval-augmented generation system design and evaluation.
RAG · LLM Evaluation
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Free
Intro to Deep Learning
Kaggle Learn · intermediate
Hands-on introduction to neural networks with Keras/TensorFlow.
Deep Learning · TensorFlow
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Free
Artificial Intelligence (6.034)
MIT OpenCourseWare · intermediate
MIT's foundational course covering classical and modern AI techniques.
Machine Learning
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Free
Hugging Face NLP Course
Hugging Face Learn · intermediate
Free course on using Transformers for NLP, fine-tuning, and deploying models.
NLP · Fine-Tuning · Transformers · Hugging Face
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