初學者人工智慧訓練營：編寫真正的 AI Python 專案！

📘 This beginner-friendly, hands-on AI course teaches students how to build their first AI chatbot using Python programming. Designed for learners who are new to AI, this course covers the full AI development process—from data collection and cleaning to model training and chatbot deployment using real-world tools and libraries.

By the end of the course, students will have a working AI chatbot and a strong foundation in machine learning, data science, and Python-based AI development.

✅ What Will Be Taught?
Data Scraping / Collection – Collect real data manually and from websites using Python and BeautifulSoup

Data Cleaning – Prepare and clean raw data for AI model training

Data Transformation – Convert text into numbers using CountVectorizer

Exploratory Data Analysis (EDA) – Visualize and analyze data using Pandas and Matplotlib

AI Model Selection & Training – Train a machine learning model using Scikit-learn to understand user input

Model Evaluation – Use accuracy metrics and confusion matrices to assess performance

Chatbot Deployment – Deploy your AI chatbot using Flask so it can be accessed online

Ongoing Maintenance – Learn how to monitor, test, and improve your chatbot over time

🧑‍🏫 Class Format & Teaching Style
Interactive, project-based learning with real coding in Google Colab

No prior AI knowledge needed – we teach AI step by step

Students code while learning and complete mini-projects that build toward their final chatbot

Supportive and collaborative environment, ideal for middle and high school students

🔧 Tools & Platforms Used
Programming Language: Python

AI/ML Libraries: Scikit-learn, Pandas, Numpy, BeautifulSoup

Visualization: Matplotlib, Seaborn

Platforms: Google Colab, Jupyter Notebooks

Deployment: Flask Web Framework

🎓 Who Should Take This Course?
Students (ages 11–18) curious about AI, machine learning, or chatbots

Beginners who want to learn Python programming for AI

Parents looking for a structured way to introduce AI coding to their children

Anyone interested in exploring how chatbots and AI work behind the scenes

🏁 Learning Outcomes
By the end of this course, students will:

Understand how AI works using Python

Build and deploy a real AI chatbot

Learn essential AI skills for future tech careers

Feel confident working on their own Python projects