AI & Cloud
Generative AIPractical applications of modern AI
Understand how large language models work and build practical applications with prompts, APIs and RAG.
Course overview
Generative AI is changing how software is built and how work gets done. This course gives you a clear understanding of how large language models work — and the practical skills to use them responsibly.
You will learn effective prompt engineering, work with AI APIs from Python, and build retrieval-augmented generation (RAG) applications that answer questions from your own documents.
Who is this course for?
- Students curious about AI and its applications
- Developers who want to add AI features to applications
- Professionals exploring AI for productivity
Prerequisites
- Basic Python is recommended for the application-building modules
What you will learn
- Explain how large language models work
- Write structured, reliable prompts
- Call LLM APIs from Python
- Build retrieval-augmented (RAG) applications
- Create simple assistants with tool use
- Evaluate outputs and use AI responsibly
Module structure
01AI Foundations
- AI, ML and generative AI explained
- How large language models work
- Capabilities and limitations
02Prompt Engineering
- Prompt structure and patterns
- Few-shot prompting
- Structured outputs
03Working with AI APIs
- Calling LLM APIs from Python
- Managing context and cost
- Handling responses
04Retrieval-Augmented Generation
- Embeddings
- Vector search
- Building a document Q&A app
05AI Applications
- Chatbots and assistants
- Tool use and simple agents
- Evaluating outputs
06Responsible AI
- Accuracy and hallucinations
- Privacy and data safety
- Ethical use
Module sequence and depth may be tailored to the batch level. Detailed syllabus available on enquiry.
Hands-on learning
- Prompt design workshops
- Python AI API exercises
- Document Q&A (RAG) application
- Mini AI assistant build
Tools & technologies
- Python
- LLM APIs
- Embeddings & vector databases
- Jupyter Notebook
Learning outcomes
01
Explain how generative AI works and where it fits
02
Write effective, reliable prompts
03
Build simple AI-powered applications
04
Use AI responsibly and critically
Duration, mode, batches & certificate
Duration
Shared on enquiry
Current batch schedule shared on enquiry.
Training mode
Online / Offline / Hybrid
Availability varies by batch.
Batches
Weekday & Weekend
Choose weekday or weekend (Sat & Sun) classes.
Certificate
Completion certificate
Issued on completing programme requirements.
FAQ
Generative AI — FAQs
What is the batch size for Generative AI?
Batches are kept small, so each learner gets focused guidance and time for questions.
Will I receive a certificate?
Yes. Learners who complete the programme requirements receive a verifiable course completion certificate from Sarng Infotech.
What is the duration and fee?
Batch schedules and fees are shared on enquiry, as they depend on the mode and batch you choose. Send us an enquiry and our team will share the current details.
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Ready to start Generative AI?
Small batches. Better learning. Talk to us about the next batch.