AI4I® – Foundations in AI

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https://learn.aisingapore.org/courses/ai-for-industry-part-2/

Title

AI4I® – Foundations in AI

Suitable For

Intermediate

Course Info

Comprehensive 140-hour course teaching AI fundamentals and Python programming for AI applications.

Learning Outcomes

  • AI model building capability
  • Data application development
  • Python programming proficiency

Course Structure

35 compulsory modules and 5 optional modules with 9 quizzes

Content Coverage

  • Python fundamentals
  • Data manipulation
  • Statistical analysis
  • Machine learning concepts
  • Deep learning
  • Real-world applications

Estimated Completion Time

140 hours (5 weeks full-time or 28 weeks part-time)

General AI Literacy

AI4E – Literacy in AI
Lesson 1 of 2 within section General AI Literacy.
14
AI for Everyone (AI4E)
Lesson 2 of 2 within section General AI Literacy.
8

Generative AI

Reshaping Learning Experiences in Schools with AI
Lesson 1 of 3 within section Generative AI.
12
Designing Effective Prompts in ChatGPT for Educators
Lesson 2 of 3 within section Generative AI.
7
Revise Effectively with ChatGPT (Student Edition)
Lesson 3 of 3 within section Generative AI.
6

AI Project

Google Sheets With Machine Learning
Lesson 1 of 2 within section AI Project.
13
AI4I® – AI Project Lifecycle
Lesson 2 of 2 within section AI Project.
8

Data Science

Data Analytics for Everyone (DA4E) – Descriptive Analytics
Lesson 1 of 2 within section Data Science.
4
Data Analytics for Everyone (DA4E) – Predictive Analytics
Lesson 2 of 2 within section Data Science.
10

Machine Learning

AI4I® – Foundations in AI
Lesson 1 of 1 within section Machine Learning.
6

NTUC Learning Hub (Paid Courses)

Generative AI Essentials and Tools for Business Professionals
Lesson 1 of 4 within section NTUC Learning Hub (Paid Courses).
4
AI Tools for Creative Professionals
Lesson 2 of 4 within section NTUC Learning Hub (Paid Courses).
5
Empowering Digital Marketers with Essential AI Tools
Lesson 3 of 4 within section NTUC Learning Hub (Paid Courses).
6
AI Innovation Unleashed: Navigating the Terrain of Prompt Engineering
Lesson 4 of 4 within section NTUC Learning Hub (Paid Courses).
5