AI4I® – Foundations in AI
Overview
Course Information
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.
Course License: CC BY-NC-SA 4.0
Learning Outcomes
Upon completion of this course, the learner would be able to build basic AI models and Data applications.
Structure Overview and Typical Completion Time
This course consists of 35 compulsory modules with 5 optional modules 9 quizzes. To successfully complete the course, a learner will have to achieve 100% scores for all quizzes with unlimited attempts.
Each module closely references a specific module on DataCamp* which we would recommend you to complete before attempting the quiz. (*Click here to the FAQs to locate and redeem the 12-month DataCamp Premium Plan Access Code. Note: DataCamp code must be redeemed by 31st Oct 2024)
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.
Upon successful completion of the course, you will receive the Foundations in AI certificate.
Once you have completed this course and would like to learn even more, there is an optional course made up of some advanced topics. Click here to register for this course.
Prerequisites
| To access this course, you will need to complete AI4I® – Literacy in AI and purchase the AI4I® – Foundations in AI course. |
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Programme Support
For content questions, please reach out to us at our forum.
Course Content
AI4I-1: Introduction to Python
AI4I-2: Libraries and Data Manipulation
AI4I-3: Exploratory Data Analysis
AI4I-4: Statistical Thinking
AI4I-5: Supervised Learning
AI4I® – Foundations in AI is our premium course.
Click to pay : $210 (excluding GST)*
* Click here to the FAQ on how to pay for the course.
Do note :
- AI Singapore will contact you and provide a coupon code to redeem the Foundations in AI course within 14 working days upon successful payment.
* Click here to the FAQ on how to redeem the coupon code for SUG members.
SkillsFuture Credit
- SkillsFuture Credit is applicable and cannot be used with any coupon codes and other government funding/subsidy.
- SkillsFuture Credit is not applicable for AI Student Outreach Programme registered members.
Union Training Assistance Programme (UTAP)
- NTUC members eligible for UTAP benefits. Refer to the FAQ on eligibility and claim process.
- UTAP claim is not applicable for AI Student Outreach Programme registered members.