Start from neural network basics and move into CIFAR-10 Tiny CNN, convolution, pooling, softmax, and backpropagation.
https://www.haotianblog.com/en/deep-learning-en/?utm_source=share&utm_medium=direct&utm_campaign=deep-learning-cnn
Move from threat modeling into adversarial examples, poisoning, model privacy, and LLM/RAG/Agent controls.
https://www.haotianblog.com/en/ai-security-en/?utm_source=share&utm_medium=direct&utm_campaign=ai-security
A study route around K-means, Iris, K-means++, SSE, feature engineering, and model evaluation.
https://www.haotianblog.com/en/machine-learning-from-scratch-en/?utm_source=share&utm_medium=direct&utm_campaign=ml-from-scratch
Observe algorithm execution through eight queens, backtracking, bitmasks, and the browser playground.
https://www.haotianblog.com/en/algorithm-visualization-en/?utm_source=share&utm_medium=direct&utm_campaign=algorithm-visualization
Move from a handwritten digit C classifier to browser demos and CIFAR-10 Tiny CNN work for portfolio-style AI projects.
https://www.haotianblog.com/en/student-ai-projects-en/?utm_source=share&utm_medium=direct&utm_campaign=student-ai-projects
Run interactive demos for eight queens, Iris K-means, handwritten digits, and related AI experiments.
https://www.haotianblog.com/en/playground-en/?utm_source=share&utm_medium=direct&utm_campaign=algorithm-playground
Follow AI foundations, ML workflow, neural networks, handwritten digits, and CIFAR-10 CNN in order.
https://www.haotianblog.com/en/ai-learning-path-en/?utm_source=share&utm_medium=direct&utm_campaign=ai-learning-path