Program Overview
The Certificate in Beginner Artificial Intelligence and Data Science at North-Chiang Mai University is a 12-month (Total 540 Hours) on campus program taught in English, designed for Thai and international students aged 16 and above. It offers hands-on training in AI, data science, machine learning, and deep learning, preparing graduates for further study or tech careers.
Career Opportunities
A degree in Management opens doors to diverse career paths, including:
- Data Analyst
- AI/ML Assistant Developer
- Junior Data Scientist
- Research Assistant in AI/Data Science Projects
- AI Support Specialist
- Technical Assistant for AI-driven tools
- Candidates for further study in AI or related fields in Thailand and abroad
Course Structure
The program is structured to provide a balanced education with a total of 540 Hours, broken down as follows:
Certificate for beginner of AI and Data Science Program covers;
- Computer Programming: 45 Hours
- Introduction to Artificial Intelligence and Data Science: 45 Hours
- Data Collection and Pre-processing: 45 Hours
- Exploratory Data Analysis: 45 Hours
- Introduction to Machine Learning: 45 Hours
- Advanced Machine Learning Techniques: 45 Hours
- Deep Learning Fundamentals: 45 Hours
- Deep Learning Advanced Topics: 45 Hours
- Natural Language Processing: 45 Hours
- Artificial Intelligence in Practice: 45 Hours
- Capstone Project Part 1: 45 Hours
- Capestone Project Part 2 & Presentation: 45 Hours
