CS50's Introduction to Artificial Intelligence with Python
Harvard University via Independent
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Overview
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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.
Syllabus
- Search
- Knowledge
- Uncertainty
- Optimization
- Learning
- Neural Networks
- Language
Taught by
Brian Yu and David J. Malan
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Reviews
5.0 rating, based on 2 Class Central reviews
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Embora o currÃculo do curso pareça completo e abranja tópicos importantes de IA, a didática não funcionou bem para mim. Muitas explicações teóricas são densas e abstratas, tornando os projetos práticos muito difÃceis de realizar sem um suporte mais próximo ou fóruns ativos para tirar dúvidas em português. Esperava uma abordagem um pouco mais acessÃvel
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Uma excelente introdução para entender a transição entre instruções explÃcitas e sistemas capazes de aprender conceitos de forma autônoma