Overview
AI100 is the first course in the Artificial Intelligence Nanodegree. It was designed for beginners without prior programming experience. Those with experience in Python can proceed to take AI200 straightaway.
Course Description & Learning Outcomes
AI100 is designed to equip complete beginners to programming with (1) a strong foundation in python programming, (2) an intuition on how to harness actionable insights from real-world data, and (3) the ability to build beautiful tabular, graphical and geospatial visualisations using their Python development skills. Specific content covered: Lesson 1: Python Syntax & Variables Lesson 2: Collections Lesson 3: Iterations Lesson 4: Iterations through nested Data Structure Lesson 5: Functions Lesson 6: Visualization with Matplotlib Lesson 7: Case Study with Geospatial Visualisation Lesson 8: Exploratory Data Analysis with Pandas
Recommended Prerequisites
None
Pre-course instructions
None
Schedule
Date: 30 Mar 2024, Saturday
Time: 9:00 AM - 12:00 PM (GMT +8:00) Kuala Lumpur, Singapore
Location: Online
Date: 06 Apr 2024, Saturday
Time: 9:00 AM - 12:00 PM (GMT +8:00) Kuala Lumpur, Singapore
Location: Online
Date: 13 Apr 2024, Saturday
Time: 9:00 AM - 12:00 PM (GMT +8:00) Kuala Lumpur, Singapore
Location: Online
Date: 20 Apr 2024, Saturday
Time: 9:00 AM - 12:00 PM (GMT +8:00) Kuala Lumpur, Singapore
Location: Online
Date: 27 Apr 2024, Saturday
Time: 9:00 AM - 12:00 PM (GMT +8:00) Kuala Lumpur, Singapore
Location: Online
Date: 04 May 2024, Saturday
Time: 9:00 AM - 12:00 PM (GMT +8:00) Kuala Lumpur, Singapore
Location: Online
Date: 11 May 2024, Saturday
Time: 9:00 AM - 12:00 PM (GMT +8:00) Kuala Lumpur, Singapore
Location: Online
Date: 18 May 2024, Saturday
Time: 9:00 AM - 12:00 PM (GMT +8:00) Kuala Lumpur, Singapore
Location: Online
Pricing
Course fees: Course fees up heavily subsidised up to 70%. The remaining course fees can be offset via SkillsFuture Credits.
