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Harvard CS50’s Artificial Intelligence with Python – Full University Course

Offered By: freeCodeCamp

Tags

Artificial Intelligence Courses Machine Learning Courses Python Courses Reinforcement Learning Courses Neural Networks Courses Classification Courses

Course Description

Overview

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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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