Data Analytics for Everyone (DA4E) – Predictive Analytics

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https://learn.aisingapore.org/courses/da4e-predictive-analytics/

Title

Data Analytics for Everyone (DA4E) – Predictive Analytics

Suitable For

Intermediate

Course Info

Part 2 of the data analytics course, focusing on predictive analytics and AI applications.

Learning Outcomes

  • Understanding predictive analytics
  • AI application implementation
  • Orange program utilization

Course Structure

4 modules with 3 quizzes

Content Coverage

  • AI-based problem solving
  • AI application development
  • Common AI applications
  • Orange hands-on practice

Estimated Completion Time

2 hours

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