FYI
Section: Deep Learning · Andrew Ng's flagship series; free to audit
Entry
Appears in 6 awesome lists
New series of 5 Deep Learning courses by Andrew Ng, now with Python rather than Matlab/Octave, and which leads to a specialization certificate.
Section: Deep Learning · Andrew Ng's flagship series; free to audit
Section: MOOC's
Section: Online Classes · New series of 5 Deep Learning courses by Andrew Ng, now with Python rather than Matlab/Octave, and which leads to a specialization certificate.
Section: Guides · Coursera specialization by Andrew Ng, which includes a course on Sequence Models.
Section: Deep Learning
Section: Career Path
Renown entry-level online class with certificate. Taught by: Andrew Ng, Associate Professor, Stanford University; Chief Scientist, Baidu; Chairman and Co-founder, Coursera.
This book covers many of the core concepts behind neural networks and deep learning.
Practical Deep Learning for Coders 2022 is a free course offering hands-on experience in building, training, and deploying deep learning models across various domains using tools like PyTorch and fastai, suitable for those with coding knowledge and without the need for advanced math.
Full text of the "Python Data Science Handbook" in Jupyter Notebooks.
Interactive deep learning book with code implementations
The Duolingo of machine learning: short lessons, 11 types of hands-on exercises on the skills the job needs, spaced repetition so you don't forget what you learned, and a clear beginner-to-advanced roadmap covering Python, PyTorch, math for ML, ML foundations, NLP, vision, and more.
, Video Lectures Summer School Montreal
Teaches how to use machine learning to understand and manipulate human language. It requires a working knowledge of machine learning, intermediate Python experience including DL frameworks & proficiency in calculus, linear algebra, & statistics.