AI/ML
Deep Learning
Tensors in Deep Learning: Complete Guide from NumPy to PyTorch & TensorFlow
Master tensors for deep learning with practical examples in NumPy, PyTorch, and TensorFlow. Learn …
Jan 15, 2024 · 19 min read
Deep Learning
AI/ML
Deep Learning
Learning Rate Schedules: Warmup, Cosine Annealing, and One-Cycle Policy
Master learning rate scheduling for deep learning. Implement warmup, step decay, cosine annealing, …
Jan 15, 2024 · 13 min read
AI/ML
Deep Learning
Gradient Descent Optimizers: SGD, Adam, RMSprop Complete Comparison
Master gradient descent optimizers with practical examples. Compare SGD, Momentum, Adam, RMSprop, …
Jan 15, 2024 · 15 min read
AI/ML
Deep Learning
Backpropagation Explained: How Neural Networks Actually Learn
Master backpropagation with step-by-step derivations, computational graphs, and practical code …
Jan 15, 2024 · 15 min read