35 Best Resources To Learn Machine Learning

Abstraction: Curated list of free interactive ML and deep learning visualization tools

Key points:

• Covers 35+ free resources including OpenAI Microscope, GAN Lab, CNN Explainer, R2D3, Deep Learning Playground, and Metacademy
• GAN Lab uses TensorFlow.js for in-browser GPU-accelerated training and visualization
• ML Playground supports 5 models: KNN, Perceptron, SVM, Neural Networks, Decision Trees
• OpenAI Microscope visualizes layers and neurons of common model interpretability organisms
• Metacademy builds prerequisite concept graphs with estimated learning times for topics like deep belief nets
• Embedding Projector supports PCA, t-SNE, and UMAP for exploring high-dimensional embeddings

Connections: Openai · Google · Machine Learning · Neural Networks · Deep Learning

Source: https://www.theinsaneapp.com/2021/11/machine-learning-algorithms-and-neural-networks-visualization.html