Neural Networks, Machine Learning and LLMs: A Complete Beginner’s Guide
Understand machine learning, neural networks and LLMs step by step, with tested Python examples, clear diagrams and an honest guide to data, training and evaluation.
Read moreUnderstand machine learning, neural networks and LLMs step by step, with tested Python examples, clear diagrams and an honest guide to data, training and evaluation.
Read moreLearn MCP step by step: host, client and server, tools, resources and prompts, with a tested Python server and clear security boundaries.
Read moreGPT-6 Sol and Luna shift the question from which model is best to which model is justified for each task. Build a policy-driven router in tested Java.
Read moreLearn Spring MVC step by step: build a Thymeleaf web form, validate input, understand controllers and views, keep CSRF protection, and run 23 passing tests.
Learn Spring transactions step by step: build a JDBC checkout, observe real rollback, avoid proxy traps, and run 24 passing integration tests.
Play Pumpkin Patrol, a tiny Halloween browser game, and explore its tested JavaScript rules, Canvas graphics, touch controls, UML, and BPMN.
A warehouse employee asks a robot to bring a parts bin to the packing station. The request sounds simple. The software has to answer several different questions: What does the employee mean? Is the destination allowed? Is the observation current? Read more
Learn DDD with Spring through a complete ordering application: bounded contexts, aggregates, money, JPA, transactions, events, UML, BPMN and 32 passing tests.
Adding a login button to a Spring application is easy. Understanding what happens after someone clicks it takes a little more work. Who checks the password? Why are there several tokens? Why can a logged-in user still receive a 403? Read more
Learn Spring Boot step by step with a complete Java REST API, validation, JPA, transactions, 28 passing tests, UML and BPMN diagrams.
Verify AI agents through business outcomes, independent evidence and clear release criteria. Includes UML, BPMN and an optional tested Python download.
Use Claude Code’s advisor and prompt-audit with clear responsibilities and reviewed changes. Includes a twelve-command cheat sheet, BPMN and UML.
Choose one primary AI environment, test the alternative on real work, and buy both where the evidence supports it. A practical guide with tested economics, BPMN and UML.