從資料探勘到模型打造全攻略，理論x實務，一次掌握AI核心技能

人工智慧技術快速發展，已成為每個人都可能接觸，也值得提早培養的重要能力。

清華大學磨課師再次推出兩門全新的 AI 線上課程，

從資料探勘到生成式 AI 模型打造，帶領大家走進更核心的實戰學習！

不論你是高中生、大學生，或對 AI 充滿好奇的跨領域學習者，都歡迎透過線上學習，建立扎實的 AI 基礎。

\ 兩門全新 AI 課程，帶你進入 AI 實戰 /

✔不限身分 ✔隨時上課 ✔免費觀看

📍 資料探勘與應用｜國立清華大學 陳宜欣老師

這門課整合 AI、資料庫與統計思維，從資料的本質出發，帶你掌握資料探勘的關鍵技術。

課程中結合自然語言處理（NLP）與大型語言模型（LLM），讓你理解 AI 如何從龐雜資料中學習、判斷與預測。

➡️ 課程報名連結：https://mooc.nthu.edu.tw/classroom/news/557

📍 生成式AI：文字與圖像生成的原理與實務｜國立政治大學 蔡炎龍老師

ChatGPT、AI 繪圖怎麼辦到的？

這堂課帶你從零認識超熱門的生成式AI，實際操作 Google Colab、串接 OpenAI API，

打造你的專屬AI模型，並探索生成式AI在生活應用前景，激發你對未來技術的想像力。

 ➡️ 課程報名連結：https://mooc.nthu.edu.tw/classroom/news/471

🗓️ 開放時間：課程已上線，自由選讀

📚 課程平台：清華大學 MOOCs | NTHU Cloud

🌞 一起為自己的未來累積更多 AI 能力吧‼️

✨ 為學習歷程與備審資料增添具體而有說服力的亮點

✨ 在實習申請與面試中，展現你的 AI 素養與思考能力

✨ 高中生提早打好基礎，大學生補齊關鍵核心能力

📢 立即加入！提早準備就是你領先別人的關鍵。

聯絡方式：清大教發中心 陳怡妤研究助理（E-mail: iyu@mx.nthu.edu.tw，分機35208）

From data mining to model building, a complete guide — theory × practice — master core AI skills all at once.

Artificial intelligence technology is rapidly advancing. It has become an important capability that everyone may encounter and is worth cultivating early.

National Tsing Hua University MOOCs once again launches two brand-new AI online courses,

covering everything from data mining to generative AI model building, leading everyone into more in-depth, hands-on learning!

Whether you are a high school student, a university student, or a cross-disciplinary learner curious about AI, you are welcome to build a solid AI foundation through online learning.

Two brand-new AI courses to take you into real-world AI practice:

✔ No identity restrictions ✔ Learn anytime ✔ Free to watch

📍 Data Mining and Applications | National Tsing Hua University Professor Yi-Shin Chen

This course integrates AI, databases, and statistical thinking. Starting from the nature of data, it guides you to master key data mining techniques.

The course incorporates Natural Language Processing (NLP) and Large Language Models (LLMs), helping you understand how AI learns, analyzes, and makes predictions from massive and complex datasets.

➡️ Course registration link: https://mooc.nthu.edu.tw/classroom/news/557

📍 Generative AI: Principles and Practice of Text and Image Generation | National Chengchi University Professor Yen-Lung Tsai

How do ChatGPT and AI image generation actually work?

This course introduces you to today’s highly popular generative AI from scratch. You will get hands-on experience with Google Colab and connect to the OpenAI API,

build your own AI model, and explore the real-world applications of generative AI, inspiring your imagination about future technologies.

➡️ Course registration link: https://mooc.nthu.edu.tw/classroom/news/471

🗓️ Courses are now online and open for flexible enrollment

📚 Course Platform: National Tsing Hua University MOOCs | NTHU Cloud

🌞 Let’s build stronger AI capabilities for your future‼️

✨ Add concrete and persuasive highlights to your learning portfolio and application materials

✨ Demonstrate your AI literacy and critical thinking skills in internship applications and interviews

✨ High school students can build a strong foundation early; university students can strengthen essential core competencies

📢 Join now! Preparing early is the key to staying ahead.