#Hands-On Machine Learning
453 related articles
Product Reviews·2 min
Gemini 3.5 Flash vs Qwen3.6 Real-World Test: How Far Are Benchmark Scores from Actual Experience?
Hands-on testing of Gemini 3.5 Flash across UI generation, coding, and Agent capabilities vs Qwen3.6-27B, revealing the gap between benchmark scores and real-world performance.
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Tutorials·2 min
Vibe Coding Interview Tips for Campus AI Product Manager Recruitment: Key Assessment Areas & Response Strategies
A systematic guide to Vibe Coding interview questions for campus AI PM recruitment: three assessment dimensions, error correction strategies, and advanced quality control tips.
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Tutorials·2 min
Building a Mac App from Scratch with Trae: Create a File Format Converter in 5 Minutes
Learn how to use Trae AI IDE to build a Mac desktop app in 5 minutes with zero coding experience. A complete Vibe Coding walkthrough for a txt-to-Markdown converter tool.
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Tech Frontiers·3 min
AI Test Development Learning Path: A Practical Guide from Prompt Engineering to RAG Knowledge Bases
A systematic AI test development learning path covering LLM fundamentals, prompt engineering, PyTest automation, RAG knowledge bases, and MCP tool chains to help QA engineers master AI-empowered testing.
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Tutorials·2 min
Introduction to Prompt Engineering: The Real Reason AI Can't Understand You
Why does AI always give irrelevant answers? This article explains prompt engineering fundamentals from the probabilistic prediction principles of LLMs, teaching you how to communicate effectively with AI.
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Tutorials·2 min
OpenCode in Practice: Building a Fully Automated YOLOv8 Object Detection Pipeline with Zero Code
Learn how to use OpenCode's Skill model to automate the entire YOLOv8 object detection workflow — from camera recording and auto-annotation to training and real-time detection — with zero code in just two hours.
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Tutorials·2 min
Replicating Manus for $30: A Practical Breakdown of Building an AI Agent's Minimum Viable Loop
A detailed breakdown of replicating the Manus AI agent platform for $30, covering Docker container integration, task orchestration, UI design, and the course-based monetization strategy.
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Tutorials·2 min
Vibe Coding Beginner's Guide: A Complete Hands-On Tutorial for Building Websites with AI from Scratch
Learn Vibe Coding step by step: build websites and web apps from scratch using AI. Includes prompt tips, AI communication strategies, and live demos with Kimi Agent — no coding experience required.
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Tutorials·2 min
Senior Developers Transitioning to AI: A 2025 Pitfall-Avoidance Guide & Practical Roadmap
How can 30+ programmers efficiently transition to AI? Practical advice on learning strategy, project experience, and interview techniques to break into AI.
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Tutorials·2 min
Complete Guide to Claude Skills 2.0: Skill Creation, Evaluation, and Real-World Applications
Deep dive into Claude Skills 2.0: two skill types, the new skill creator, evaluation system, and a cold email marketing case study that boosts task pass rates from 40% to 100%.
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Product Reviews·2 min
In-Depth Review of the 2026 Python Complete Tutorial (648 Episodes): Can You Really Master It in 7 Days Through Self-Study?
In-depth review of a 648-episode Bilibili Python tutorial: analyzing course structure, learning path, and projects. Reveals the truth behind "7-day mastery" and offers effective self-study tips.
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Tutorials·2 min
Complete Self-Study Roadmap for Cybersecurity: Four Stages from Zero to Hands-On Practice
How to self-study cybersecurity from zero? This guide provides a systematic four-stage roadmap covering fundamentals, penetration testing, range training, and real projects with recommended tools.
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Product Reviews·3 min
Herdr: Multi-Agent Terminal Management Tool for Effortlessly Managing Claude Code/Codex Multitasking
Herdr is a terminal management tool designed for AI Agents, supporting visual tracking and free switching between Claude Code, Codex, Aider and more, with remote management and mobile support.
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Product Reviews·3 min
Pixal3D Hands-On Comparison with Tripl3/Trellis/Hunyuan: Full Analysis of Pixel-Perfect Alignment Pros and Cons
In-depth hands-on test of Tencent's open-source Pixal3D 3D generation model, analyzing pixel-level alignment technology with multi-model comparisons against Trellis 2, Hunyuan, and Tripl3.
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Tutorials·3 min
What Are Python Literals? A Detailed Guide to int, float, and str Data Types
Learn Python literals and the three core data types: int, float, and str. Includes type() function examples, common pitfalls like confusing "123" with 123, and a beginner learning roadmap.
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Product Reviews·4 min
Manus Hands-On Review: One Prompt to Build a Snake Game — What AI Agents Can Really Do
Hands-on Manus AI Agent review: generate a playable Snake game and physics animation site with one prompt. Covers registration, how it differs from ChatGPT, cloud execution, and current limitations.
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Product Reviews·3 min
MiniMax M2.7 Hands-On Review: Coding Ability Rivals Claude Opus at 50x Lower Cost
In-depth hands-on review of MiniMax M2.7 agentic model: coding ability rivals Claude Opus 4.6 at 50x lower input cost. Real-world tests include MacOS system generation, game dev, and dynamic landing pages.
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Tutorials·3 min
LangGraph Multi-Agent in Practice: Building a Medical Agent System from Scratch
A deep dive into LangGraph multi-agent architecture for healthcare, covering LangChain, RAG, and MCP integration, from requirements analysis to Agent orchestration.
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Tutorials·3 min
Grammar-Constrained Decoding: A Practical Guide to Generating Reliable Bash Code with Small Models
Deep dive into Grammar-Constrained Decoding (GCD) technology: applying Bash syntax constraints during inference to dramatically improve small language models' code generation correctness and executability for AI Agent edge deployment.
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Product Reviews·6 min
Redis Array Data Type Explained: 18 New Commands and a WASM Online Playground
Redis creator antirez adds Array data type with 18 new commands including ARGREP regex search. Simon Willison built a WASM browser playground with Claude Code for zero-install experimentation.
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