Title: CS50's Introduction to Artificial Intelligence with Python

Location: US

Company: Harvard University

About this course:

This course explores the concepts and algorithms at the foundation of modern artificial intelligence, diving into the ideas that give rise to technologies like game-playing engines, handwriting recognition, and machine translation. Through hands-on projects, students gain exposure to the theory behind graph search algorithms, classification, optimization, machine learning, large language models, and other topics in artificial intelligence as they incorporate them into their own Python programs. By course’s end, students emerge with experience in libraries for machine learning as well as knowledge of artificial intelligence principles that enable them to design intelligent systems of their own.

graph search algorithms

adversarial search

knowledge representation

logical inference

probability theory

Bayesian networks

Markov models

constraint satisfaction

machine learning

reinforcement learning

neural networks

natural language processing

Learn to use machine learning in Python in this introductory course on artificial intelligence.

Duration: 7 weeks

Skills:

- Algorithms

- Artificial Intelligence

- Computer Science

- Handwriting Recognition

- Intelligent Systems

- Machine Learning

- Machine Translation

- Mathematical Optimization

- Medical Diagnosis

- Proofreading

- Python (Programming Language)

- Reinforcement Learning

- Search Algorithms

Curriculum:

- graph search algorithms

- adversarial search

- knowledge representation

- logical inference

- probability theory

- Bayesian networks

- Markov models

- constraint satisfaction

- machine learning

- reinforcement learning

- neural networks

- natural language processing