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• Fine-Tuning Small Language Models

  Welcome! You will master hands-on techniques to adapt compact AI models for custom tasks, giving you powerful practical skills for your upcoming academic and personal projects. * **Preparing custom datasets** for optimal training * **Applying parameter-efficient techniques** like LoRA and QLoRA * **Training compact models** on consumer hardware * **Evaluating performance** of custom lightweight architectures

• 雅思學術組六週衝刺 7.0

  專為有良好英文底子、準備迎戰首考的你設計。透過每日精準實戰題，快速掌握學術組評分關鍵，六週內穩步達標各科 7.0。 * **掌握學術題型與評分標準**：熟悉四大科官方邏輯 * **突破學術寫作 7.0 門檻**：精準分析圖表與邏輯論證 * **高頻口說流暢表達**：每日練習建立即時回應自信 * **速讀金融與學術長文**：強化定位技巧與解題效率

• Introduction to Jazz History

  Explore the evolution of jazz through its socio-cultural origins, key stylistic shifts, and the influential figures who shaped this foundational American art form within a historical academic framework. * **Chronological evolution** of jazz styles and subgenres * **Critical analysis** of influential jazz composers and performers * **Sociopolitical contexts** surrounding the development of American jazz * **Structural identification** of improvisation and rhythmic techniques

• KIIP Level 5 Final Review

  Master key facts on Korean society, symbols, and holidays through targeted practice questions designed to help you ace your upcoming final exam. * **Master Korean society concepts** through targeted summary notes * **Ace exam-style questions** covering holidays and national symbols * **Target high-yield topics** to maximize your pass rate * **Build test confidence** with quick multiple-choice review rounds

• Sapiens

  Discover the three great revolutions that defined human history and see how our unique gift for shared storytelling conquered the world. * **Master the three revolutions** shaping human history * **Decode the power** of shared storytelling and myths * **Connect ancient shifts** to modern daily life * **Spot human superpowers** behind our global rise

• Sapiens

  Discover the three great revolutions that defined human history and see how our unique gift for shared storytelling conquered the world. * **Master the three revolutions** shaping human history * **Decode the power** of shared storytelling and myths * **Connect ancient shifts** to modern daily life * **Spot human superpowers** behind our global rise

• Sapiens

  Discover the three great revolutions that defined human history and see how our unique gift for shared storytelling conquered the world. * **Master the three revolutions** shaping human history * **Decode the power** of shared storytelling and myths * **Connect ancient shifts** to modern daily life * **Spot human superpowers** behind our global rise

• Sapiens

  Discover the three great revolutions that defined human history and see how our unique gift for shared storytelling conquered the world. * **Master the three revolutions** shaping human history * **Decode the power** of shared storytelling and myths * **Connect ancient shifts** to modern daily life * **Spot human superpowers** behind our global rise

• PHP2Shell: From Flaw to Fix

  PHP2Shell exposed how failures in a widely used web runtime can become code execution and secret theft. For builders and technically curious learners, this course explains the memory bugs, discovery timeline, AI-assisted research, exploitation evidence and practical verification of fixes.

• Central Italy WSET Wine Guide

  Ready to build on your Northern Italian studies, this guide breaks down all five syllabus regions with targeted theory, side-by-side comparisons, and exam-style practice. * **Master all 10 core Central Italian DOC/DOCG appellations** * **Compare key regional wine styles side by side** * **Link climate and winemaking to quality and price** * **Tackle WSET Level 3 exam-style practice questions confidently**

• Northern Italy WSET Wine Guide

  Level up your WSET Level 3 prep by mastering Northern Italy’s signature regions, grapes, and winemaking techniques to sharpen both your tasting notes and professional recommendations. - **Master key northern DOC/DOCGs** for WSET Level 3 exams - **Analyze terroir and climate impacts** across four signature regions - **Calibrate tasting notes** to the WSET systematic approach - **Confidently recommend pairings** and regional styles to customers

• Da World: C and ARM64 Reversing

  Build a living-world simulation in C right inside Termux, then tear your own code apart in ARM64 assembly to master the fundamentals of reverse engineering for CTFs. * **Build text-based simulations** using modular C in Termux * **Read ARM64 assembly** by compiling your own code * **Reverse engineer binaries** using command-line Android tools * **Solve beginner crackmes** and CTF-style reversing challenges

• Photonics for Neural Network Inference

  Explore how light-speed matrix operations can accelerate AI inference, analyze the hardware bottlenecks holding photonic chips back, and master the real-world engineering trade-offs beyond silicon. * **Optical neural network fundamentals**: core light-based computing concepts * **Hardware-accelerated inference**: matrix multiplication using optical physics * **Nonlinear operational limits**: photonics-friendly functions versus scaling bottlenecks * **Engineering and scaling tradeoffs**: critical adoption and manufacturing hurdles

• Linked List Interview Patterns

  Move beyond the basics and master key patterns like two pointers and cycle detection. You will confidently solve and explain tricky problems in your upcoming internship interviews. * **Two-pointer mastery** for cycle detection and midpoints * **In-place reversal** techniques for list manipulation * **Dummy node patterns** to handle tricky edge cases * **Confident communication** for explaining your logic in interviews

• 系統設計面試（System Design Interview）

  這門課將帶你掌握清晰的四步驟架構，助你自信拆解複雜需求，有條不紊地設計出高擴展性的大型分散式系統。 * **精通四步驟框架**：從容拆解複雜系統需求 * **分散式架構設計**：搞定高併發與高可用挑戰 * **權衡分析能力**：精準評估資料庫與快取方案 * **條理清晰的表達**：像資深工程師般有效溝通技術

• Google SWE Internship Coding Prep

  Master core algorithms and sharpen your problem-solving skills step-by-step so you can ace Google's technical interviews and land that internship. * **Core DSA mastery**: trees, graphs, dynamic programming, and recursion * **Technical interview problem-solving**: pattern recognition for medium-hard problems * **Optimal complexity analysis**: writing clean $O(N)$ solutions under pressure * **Live mock readiness**: communicating trade-offs clearly to interviewers

• Version Control with GitHub for Designers

  For designers with no coding experience: understand commits, branches, pull requests, conflicts, and undo in plain language, so you can work safely in real project files and stay in control of AI coding tools.

• AI 原生設計師之路

  給幾乎沒有程式背景、想用 Claude Code、Cursor 和 Claude Design 設計並上線產品的設計師：四段簡短的工作流程，每段都以一個實作專案收尾。

• The AI-Native Designer Path

  For designers with little or no coding background who want to design and ship with Claude Code, Cursor, and Claude Design: four short workflows, each ending in a hands-on project.

• 用 AI 做設計：四個實作專案

  給設計師的四個 15 分鐘專案：突破 AI 的第一個答案、在既有產品中設計功能、為靜態畫面加上動態，以及打造一套設計系統和建在其上的登陸頁。

• Design with AI: Four Hands-On Projects

  Four 15-minute projects for designers: brainstorm past AI's first answer, design a feature inside an existing product, add motion to a static screen, and ship a design system with a landing page.

• 用 Claude Design 打造設計系統

  給希望 AI 依照你的決策、而不是它的預設來工作的設計師：了解設計系統如何層層傳遞、如何撰寫 brief 並檢查成果、如何精準迭代，最後用 Claude Design 打造一套設計系統。

• Build a Design System with Claude Design

  For designers who want AI to work from their decisions instead of its defaults: learn how design systems cascade, how to brief and review one, and how to iterate precisely, then build one with Claude Design.

• 用 AI 為介面加上動態

  給沒有動態設計或程式背景的設計師：了解 UI 動態在傳達什麼、描述動態的四個關鍵字，以及如何用動態規格指揮 AI 工具，最後讓一個靜態音樂播放器動起來。