人工知能と機械学習 - AI/MLコーディング コンピュータサイエンス

In this engaging 16-week course, students dive deep into the fascinating world of artificial intelligence and machine learning using Code.org's proven curriculum. The class meets weekly for 55-minute live sessions that combine structured learning with hands-on coding practice.

Class Experience:
This course is thoughtfully structured to build understanding from the ground up:
What Will Be Taught:

Fundamentals of artificial intelligence and machine learning
How computers learn from data to make decisions
Building and training ML models using AI Lab
Creating interactive apps with App Lab
Understanding AI ethics and real-world applications

Weekly Structure:

First 15 minutes: Concept introduction and demonstration
Middle 30 minutes: Guided hands-on practice with real-time support
Final 10 minutes: Share work, troubleshoot, and preview next week's content

Teaching Style & Interaction:

Interactive instruction with frequent opportunities for questions and discussion
Live coding demonstrations where students can follow along
Small group activities to explore concepts like data classification and pattern recognition
Regular opportunities to share projects and get feedback from peers
Individual support during hands-on practice sessions

Topics Covered Week by Week:

Weeks 1-4: Introduction to App Lab and machine learning foundations
Weeks 5-8: Working with data patterns and classification models
Weeks 9-12: Building and improving machine learning models
Weeks 13-16: Advanced concepts and final project development

Student Engagement:

Students actively participate through live coding exercises
Regular group discussions about AI applications and ethics
Interactive problem-solving activities
Project sharing and peer feedback sessions
Hands-on practice with real-world datasets

By the end of this course, students will have created multiple working applications using machine learning, developed a strong understanding of AI concepts, and gained practical experience with industry-standard tools.

Note: This course uses Code.org's curriculum and platforms (App Lab and AI Lab) which are free and accessible to all students. No additional software purchases are required.