5 threads in Machine Learning
Five natural language processing projects — from sentiment analysis to question answering — that demonstrate real ML engineering skills to employers and collaborators.
Hands-on machine learning project ideas to build your portfolio and gain practical experience with real-world applications.
A hands-on introduction to computer vision with PyTorch — building image classifiers, understanding CNNs, and applying transfer learning with real code.
Cut through the hype and understand how neural networks actually work — from the perceptron to backpropagation — with working Python examples.
A hands-on walkthrough of building a machine learning model from scratch — data preparation, training, evaluation, and lessons learned along the way.