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Model Compression Courses

Advanced Network Quantization and Compression Using AIMET - tinyML Summit 2021
tinyML via YouTube
Networks Within Networks - Novel CNN Design Space Exploration for Resource-Limited Devices
tinyML via YouTube
Speech Recognition on Low Power Devices
tinyML via YouTube
Conversational AI with Transformer Models - Building Blocks and Optimization Techniques
Databricks via YouTube
Efficient Tensor Representation for Deep Learning with TensorLy and PyTorch
Institute for Pure & Applied Mathematics (IPAM) via YouTube
Optimizing Knowledge Distillation Training With Volcano
CNCF [Cloud Native Computing Foundation] via YouTube
Quantization Fundamentals with Hugging Face
DeepLearning.AI via Coursera
Quantization in Depth
DeepLearning.AI via Coursera
No Data? No Problem: Zero-Data Model Training with Foundational Models
PyCon US via YouTube
SGD and Weight Decay Secretly Compress Your Neural Network
MITCBMM via YouTube
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