Deep learning
Free
Neural Networks - Zero to Hero
with Andrej Karpathy
Build a language model from scratch, line by line.
Advanced 20h
Introduction to Deep Learning (6.S191)
MIT's flagship bootcamp, refreshed every year and free to follow.
MIT's flagship deep learning bootcamp, refreshed every year and published free. It is intensive by design: foundations, then sequence models, vision, generative models and reinforcement learning, with software labs alongside.
with MIT
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About MIT
MIT publishes course materials openly as a matter of policy, through OpenCourseWare and individual course sites. The material here is the same taught on campus, released free and refreshed regularly.
Course overview
Because it is rebuilt annually, it stays closer to current practice than most university courses manage.
What you will learn
- Build a foundation in neural networks and how they are trained
- Work with sequence models, vision models and generative models
- Complete software labs that implement what the lectures cover
- Understand where the field is now rather than where it was
Who this course is for
Engineers with some background
it moves quickly
Anyone wanting a current course
it is rewritten each year
Course details
FormatIntensive lecture series with software labs
LevelIntermediate
PriceFree
Time25 hours
CertificateNo certificate
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