ramikrispin,
@ramikrispin@mstdn.social avatar

(1/2) New book for Deep Learning (draft mode) 📚

The Mathematical Engineering of Deep Learning is a new book by Benoit Liquet, Sarat Moka, and Yoni Nazarathy.

As its name implies, it focuses on the mathematical engineering of #deeplearning and covers topics such as:
✅ Foundation of machine learning and deep learning
✅ Optimization algorithms
✅ Convolutional neural networks
✅ Transformers
✅ Generative models
✅ Diffusion models

#datascience #machinelearning #rstats #julialang #python

ramikrispin,
@ramikrispin@mstdn.social avatar

(1/2 )Resources 📚
Book draft 📖: https://deeplearningmath.org/
Source code available in Julia, R, and Python 💻: https://github.com/yoninazarathy/MathematicalEngineeringDeepLearning

Thanks to the authors for making this resource available online! 🙏🏼

Reading of the book on YouTube 📽️: https://www.youtube.com/playlist?list=PL7RZyOlq_XnylnDcHchjKeFuMNxeDdH4P

#deeplearning #datascience #machinelearning #rstats #julialang #python

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