Harvard CS50’s Artificial Intelligence with Python – Full University Course
Offered By: freeCodeCamp
Course Description
Overview
Explore the foundations of modern artificial intelligence in this comprehensive Harvard University course. Dive into concepts and algorithms that power technologies like large language models, game-playing engines, handwriting recognition, and machine translation. Gain hands-on experience implementing graph search algorithms, classification, optimization, reinforcement learning, and other key AI and machine learning topics in Python. Updated for 2023, the course now includes an in-depth section on large language models. Over 12 hours of content covers search, knowledge representation, uncertainty, optimization, machine learning, neural networks, and natural language processing. Develop practical skills through programming projects that bring theoretical concepts to life.
Syllabus
⌨️ Introuction
⌨️ Search
⌨️ Knowledge
⌨️ Uncertainty
⌨️ Optimization
⌨️ Learning
⌨️ Neural Networks
⌨️ Language
Taught by
freeCodeCamp.org
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