deep-learning
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Resources
NeurIPS — Neural Information Processing Systems
The world's premier machine learning research conference — where the most influential ML papers are presented, from deep learning breakthroughs to reinforcement learning and AI safety.
A Recipe for Training Neural Networks
Andrej Karpathy's classic practitioner guide to training neural networks — covering the common failure modes, debugging strategies, and the right mental model for getting NNs to work reliably.
Lambda
On-demand GPU cloud infrastructure for AI training and inference, offering NVIDIA B200, H100, and A100 GPUs.
Keras
High-level neural networks API for fast experimentation.
PyTorch
Meta's flexible deep learning framework for research and production.
TensorFlow
Google's open-source platform for machine learning model development.
Fast.ai Deep Learning Course
Practical deep learning for coders - learn to build real AI applications.