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Becoming a Kaggle Grandmaster
Jean-Francois Puget is a Distinguished Engineer at NVIDIA and a 3x Kaggle Grandmaster. We talk competitive machine learning and computing on GPUs.
Deep Learning with PyTorch Cheat Sheet
Learn everything you need to know about PyTorch in this convenient cheat sheet
Introduction to Deep Neural Networks
Understanding deep neural networks and their significance in the modern deep learning world of artificial intelligence
PyTorch vs Tensorflow vs Keras
Explore the key differences between PyTorch, TensorFlow, and Keras - three of the most popular deep learning frameworks. Understand their unique features, pros, cons, and use cases to choose the right tool for your project.
Introduction to Activation Functions in Neural Networks
Learn to navigate the landscape of common activation functions—from the steadfast ReLU to the probabilistic prowess of the softmax.
An Introduction to Convolutional Neural Networks (CNNs)
A complete guide to understanding CNNs, their impact on image analysis, and some key strategies to combat overfitting for robust CNN vs deep learning applications.