Machine Learning Resources¶
Estimated time to read: 2 minutes
Last Updated: November, 2024
Machine learning and Neural Networks¶
- Easy to consume Machine Learning videos
- Easy to consume Neural Networks / Deep Learning videos
- Visual explanations of core machine learning concepts
- An Overview of Deep Learning for Curious People
- The Little Book of Deep Learning
- Understanding Deep Learning
- Estimating training compute of Deep Learning models
GenAI¶
ML Infrastructure¶
- GPU Fabrics for GenAI Workloads
- A Comprehensive Guide to Selecting and Estimating GPUs for Serving ML Models
- Which GPU(s) to Get for Deep Learning
- How NCCL Enables Best Performance on AI Data Center Networks
- LLM Inference Performance Engineering: Best Practices
Miscellaneous¶
- How to Train Really Large Models on Many GPUs?
- ML Engineering
- Epoch in Neural Networks
- Epoch : An essential notion in real-time programming