Course

• MIT 6.S191 Introduction to Deep Learning, link.
• MIT 6.5940: TinyML and Efficient Deep Learning Computing, link
• DeepLearning.AI online course: Quantization Fundamentals with Hugging Face for Beginners, link

  • Abstract: Learn how to quantize any open-source model. Learn to compress models with the Hugging Face Transformers library and the Quanto library.

• DeepLearning.AI online course: Quantization in Depth for Intermediate Learners, link

  • Abstract: Customize model compression with advanced quantization techniques. Try out different variants of Linear Quantization, including symmetric vs. asymmetric mode, and different granularities.