Applying Generative Artificial Intelligence Tools for Data Analytics and Machine Learning Fundamentals (No Coding Required)
About This Course
This course equips participants with practical skills to design, configure, and apply Generative Artificial Intelligence (GAI) applications without writing code. Participants will learn how Large Language Models (LLMs) work conceptually, how to design effective prompts, build document-based Artificial Intelligence (AI) systems, apply GAI for data analytics, configure AI agents, and apply GAI for business solutions using no-code and low-code tools. The course emphasises AI application thinking rather than programming.
The course is highly practical with latest GAI knowledge and up-to-date technology, and hands-on practice. Participants will get trained on GAI concepts and can try out some use cases.
What You'll Learn
1) Explain the fundamentals, capabilities, and limitations of Generative Artificial Intelligence (AI)
2) Design effective prompts to guide AI behaviour and outputs
3) Apply Generative AI tools for data analysis and workplace decision support
4) Apply Generative AI tools for automate document creation
5) Configure no-code AI assistants and workflows
6) Evaluate AI outputs and apply responsible AI practices
Entry Requirements
1) Basic computer literacy
2) Experience working with workplace documents (e.g. reports, Standard Operating Procedures (SOPs), manuals)
3) No programming or coding knowledge required