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HarvardX: CS50's Introduction to Artificial Intelligence with Python

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

CS50's Introduction to Artificial Intelligence with Python
7 semanas
10–30 horas por semana
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Comienza el 23 feb
Termina el 31 dic

Sobre este curso

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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.

De un vistazo

  • Idioma: English
  • Transcripciones de video: اَلْعَرَبِيَّةُ, Deutsch, English, Español, Français, हिन्दी, Bahasa Indonesia, Português, Kiswahili, తెలుగు, Türkçe, 中文
  • Habilidades asociadas:Machine Translation, Python (Programming Language), Algorithms, Reinforcement Learning, Artificial Intelligence, Mathematical Optimization, Proofreading, Search Algorithms, Intelligent Systems, Machine Learning, Computer Science, Handwriting Recognition, Medical Diagnosis

Lo que aprenderás

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  • 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

Este curso es parte delprograma Computer Science for Artificial Intelligence Professional Certificate

Más información 
Instrucción por expertos
2 cursos de capacitación
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5 meses
7 - 22 horas semanales

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