Introduction to Machine Learning
Learn the fundamentals of Machine Learning, from supervised learning and features to overfitting and when a simple if/else is better.
6/1/2026
· Página 2
Author: danrley pereira
57 articles found · Page 2
Machine Learning Best Practices
Practical machine learning best practices for honest data, reproducible experiments, simple models, and reliable production systems.
1/12/2026
What MCP is and how to use MCP tools in your AI assistant
A practical guide to the Model Context Protocol: host, client and server, tools, resources and prompts, connecting to Claude and using MCP tools safely.
11/4/2026
Backlog Without Theater: Practical Project Management
Learn how to keep a useful backlog, prioritize honestly, shorten feedback cycles, and cut process theater from project management.
3/18/2026
Technical Debt: When to Pay It Down (and When to Live With It)
Learn when to pay down technical debt, schedule it, or live with it without bringing software delivery to a halt.
11/29/2025
Technical Decisions Without Cargo Cult
Learn how to make technical decisions based on real constraints, trade-offs, reversibility, and clear documentation—not hype.
3/10/2026
Managing a Project Isn’t Bureaucracy
Project management means balancing scope, deadlines, and people—not filling out spreadsheets. Learn how to reduce confusion and deliver with purpose.
12/15/2025
Organization: Best Practices for Technology Teams That Want to Reduce Ambiguity, Rework, and Artificial Urgency
Practical ways to organize technology teams, reduce ambiguity and rework, and handle urgency without micromanagement.
7/25/2026
SDET Best Practices
Learn SDET best practices for test strategy, reliable automation, CI, manual testing, and shared ownership of software quality.
4/1/2026
Running Katas: How to Practice With Intention
Learn how timeboxing, constraints, pairing, and reflection make coding kata sessions more focused and effective.
11/17/2025
Introduction to Unit Testing
Learn the basics of unit testing, how to structure your first test, and which parts of your code to test first.
2/6/2026
Tools That Pay for Themselves
Learn which development tools truly pay for themselves and how to choose and master them without becoming dependent on them.
9/21/2025