Ir al contenido principal

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

Hay una sesión disponible:

¡Ya se inscribieron 369,388! Una vez finalizada la sesión del curso, será archivado.
Comienza el Jul 23
7 semanas estimadas
10–30 horas por semana
A tu ritmo
Avanza a tu ritmo
Gratis
Cambio opcional de categoría disponible

Sobre este curso

Omitir Sobre este curso

AI is transforming how we live, work, and play. By enabling new technologies like self-driving cars and recommendation systems or improving old ones like medical diagnostics and search engines, the demand for expertise in AI and machine learning is growing rapidly. This course will enable you to take the first step toward solving important real-world problems and future-proofing your career.

CS50’s Introduction to Artificial Intelligence with Python 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, reinforcement learning, and other topics in artificial intelligence and machine learning 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.

Enroll now to gain expertise in one of the fastest-growing domains of computer science from the creators of one of the most popular computer science courses ever, CS50. You’ll learn the theoretical frameworks that enable these new technologies while gaining practical experience in how to apply these powerful techniques in your work.

De un vistazo

  • Institución: HarvardX
  • Tema:Informática
  • Nivel:Introductory
  • Prerrequisitos:

    CS50 or prior programming experience in Python.

Lo que aprenderás

Omitir Lo que aprenderás
  • 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

Acerca de los instructores

¿Te interesa este curso para tu negocio o equipo?

Capacita a tus empleados en los temas más solicitados con edX para Negocios.