Overview
AI200 is the second course in the Artificial Intelligence Nanodegree. It serves as an intermediate-level course for students proficient in Python who wish to (1) improve on their data wrangling and (2) visualisation skills, and (3) learn cutting-edge Machine Learning techniques.
Course Description & Learning Outcomes
AI200: Applied Machine Learning will augment the technical skills participants acquired in AI100: Python Programming & Data Visualisation. Through this course, participants will gain technical competences in: Lesson 1: Exploratory Data Analysis with Pandas Lesson 2: Interactive data visualization with Plotly Lesson 3: Regression problems and models Lesson 4: Classification problems and models Lesson 5: Ensemble learning Lesson 6: Feature engineering Lesson 7: Clustering Lesson 8: Recommender Systems
Pre-course instructions
Registration close date: 09/09/2023
Schedule
Date: 09 Sep 2023, Saturday
Time: 9:00 AM - 12:00 PM (GMT +8:00) Kuala Lumpur, Singapore
Location: Online
Date: 16 Sep 2023, Saturday
Time: 9:00 AM - 12:00 PM (GMT +8:00) Kuala Lumpur, Singapore
Location: Online
Date: 23 Sep 2023, Saturday
Time: 9:00 AM - 12:00 PM (GMT +8:00) Kuala Lumpur, Singapore
Location: Online
Date: 30 Sep 2023, Saturday
Time: 9:00 AM - 12:00 PM (GMT +8:00) Kuala Lumpur, Singapore
Location: Online
Date: 07 Oct 2023, Saturday
Time: 9:00 AM - 12:00 PM (GMT +8:00) Kuala Lumpur, Singapore
Location: Online
Date: 14 Oct 2023, Saturday
Time: 9:00 AM - 12:00 PM (GMT +8:00) Kuala Lumpur, Singapore
Location: Online
Date: 21 Oct 2023, Saturday
Time: 9:00 AM - 12:00 PM (GMT +8:00) Kuala Lumpur, Singapore
Location: Online
Date: 28 Oct 2023, Saturday
Time: 9:00 AM - 12:00 PM (GMT +8:00) Kuala Lumpur, Singapore
Location: Online
Pricing
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