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Section: Deep Learning
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Appears in 8 awesome lists
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.
Section: Deep Learning
Section: 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.
Section: Courses · A code-first introduction to deep learning.
Section: Data
Section: AI
Section: Machine Learning
Section: Books and Courses · Free course on neural networks from fast.ai. Currently it contains 14 lessons.
Section: Machine Learning
This book covers many of the core concepts behind neural networks and deep learning.
New series of 5 Deep Learning courses by Andrew Ng, now with Python rather than Matlab/Octave, and which leads to a specialization certificate.
This course delves into the transformative role of Transformers in deep learning, particularly their impact on the advancement of language models like ChatGPT and GPT-4.
Full text of the "Python Data Science Handbook" in Jupyter Notebooks.
Interactive deep learning book with code implementations
Andrej Karpathy's course guides students from the foundational backpropagation to advanced neural networks like GPT, emphasizing language models as a versatile gateway to mastering deep learning, with prerequisites in Python programming and basic math.
Build neural networks and language models from first principles.
Content aware image resize library