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Practical projects

4 articles · Page 1 of 1
Lao Guo's Learning Space
Lao Guo's Learning Space
Jul 2, 2026 · Artificial Intelligence

Learn AI from Scratch: 4 Stages to Save Two Years of Mistakes

This article presents a four‑stage learning roadmap—from foundational math and Python, through core machine‑learning concepts and classic algorithms, to deep‑learning fundamentals and large‑model practice—offering concrete resources, hands‑on project ideas, and common pitfalls to help beginners become project‑ready in 6‑10 months.

AI learning roadmapDeep LearningLarge Language Models
0 likes · 12 min read
Learn AI from Scratch: 4 Stages to Save Two Years of Mistakes
php Courses
php Courses
Feb 5, 2025 · Frontend Development

Practical Vue.js Course Overview and Project Outline

An intensive, hands‑on Vue.js course guides learners through four real‑world projects—including a calculator, habit‑tracking app, historical data query, and mobile number lookup—teaching core Vue concepts, component architecture, state management, and API integration to build functional front‑end applications.

Practical projectsVue.jsWeb Development
0 likes · 4 min read
Practical Vue.js Course Overview and Project Outline
Practical DevOps Architecture
Practical DevOps Architecture
Oct 8, 2023 · Backend Development

Comprehensive RocketMQ Course: Source Code Deep Dive, Advanced Features, Performance Tuning, and Real‑World Projects

This course provides an in‑depth study of RocketMQ, covering its fundamentals, source‑code analysis, advanced features such as transactional and ordered messages, performance optimization, operational monitoring, and hands‑on projects that guide learners through installation, configuration, clustering, and integration with Spring Boot.

Backend DevelopmentMessage QueuePerformance Optimization
0 likes · 4 min read
Comprehensive RocketMQ Course: Source Code Deep Dive, Advanced Features, Performance Tuning, and Real‑World Projects
Baobao Algorithm Notes
Baobao Algorithm Notes
Dec 30, 2021 · Artificial Intelligence

A 3‑Stage Roadmap to Master Machine Learning from Scratch

The article outlines a solid three‑stage learning path—principles, hands‑on coding, and real‑world projects—backed by curated textbook and course resources, emphasizing code‑first understanding, continuous feedback, and practical application to efficiently master machine learning fundamentals.

AI FundamentalsPractical projectslearning-path
0 likes · 8 min read
A 3‑Stage Roadmap to Master Machine Learning from Scratch