Search Results for "book"

Halfrost-Field is a large public “knowledge and blog repository” maintained by a developer who documents a wide variety of computer-science, programming, and machine-learning content — from classic algorithms, ML fundamentals, to system design and broader engineering topics. The repository is structured like a personal technical blog/book: it contains “contents” directories with Markdown-based notes, tutorials and guides. For example, there is a full machine learning course outline (regression, neural networks, SVMs, unsupervised learning, anomaly detection, large-scale ML, even application examples like OCR), that reads like a self-study curriculum. Beyond ML, the repo reflects the author’s interests across cloud native infra, distributed systems, programming languages (Go, Rust), DevOps, algorithms, and more — making it a broad reference for learners or engineers seeking well-written, deep-dive articles.

Microblog is a Flask-based social blogging application that serves as the companion example project to the author’s Flask tutorial book, demonstrating how to build a production-ready web application with features typical of modern social systems. The project includes user registration and login, password hashing, profile editing, and avatar support, but it goes deeper by illustrating how to implement following/follower relationships, posting short messages, and displaying personalized feeds. ...