Welcome to AI4I – Foundations in AI
Course Objectives
Foundations in AI is a 140-hour online course which aims to help learners understand and use AI appropriately and be able to program basic AI and data applications in Python.
Learning Outcome
Upon completion of this course, the learner would be able to build basic AI models and Data applications.
Typical Completion Time
The total estimated course learning time is at least 140 hours.
A typical completion time for full-time learning is 5 weeks at 30 hours per week. For part-time learning, typical completion time is 28 weeks at 5 hours per week.
Completion Criteria
To successfully complete the course, a learner will have to achieve 100% score on all 9 quizzes on AI4I – Foundation in AI. Learners have unlimited attempts on quizzes.
Upon successful completion of the course, you will receive the AI for Industry – Foundations in AI certificate.
Prerequisite
AI4I – Literacy in AI
Course Structure and Lesson Plan
AI Makerspace is the primary learning platform used for AI for Industry – Foundations in AI.
AI4I – Foundations in AI consists of
- 40 compulsory modules and 5 optional modules
- 9 quizzes
Each module in AI4I – Foundations in AI closely references a specific module on DataCamp which we would recommend you to complete before attempting the quiz in AI4I – Foundations in AI.
This course is bundled with 12-month DataCamp premium access.
You can find the lesson plan for AI4I – Foundations in AI below:
The list of 9 quizzes are as follows:
S/N | Quiz Code | Quiz Title |
1 | AI4I-1-Q | Quiz 1: Introduction to Python Quiz |
2 | AI4I-2-Q | Quiz 2: Libraries and Data Manipulation Quiz |
3 | AI4I-3-Q | Quiz 3: Exploratory Data Analysis Quiz |
4 | AI4I-4-Q | Quiz 4: Statistical Thinking Quiz |
5 | AI4I-5-Q | Quiz 5: Supervised Learning Quiz |
6 | AI4I-6-Q | Quiz 6: Unsupervised Learning Quiz |
7 | AI4I-7-Q | Quiz 7: Deep Learning Quiz |
8 | AI4I-8-Q | Quiz 8: Other Languages and Tools to Learn Quiz |
9 | AI4I-9-Q | Quiz 9: Data Science and AI in the Real World Quiz |
Programme Support
For technical questions relating to course content, please post them on the forum.
For questions relating to AI for Industry, please email us at ai4i@aisingapore.org.
For questions relating to DataCamp, you may email DataCamp at support@datacamp.com.