Generative AI · TAMIL-FIRST LEARNING

Building AI Applications with Generative AI - Real Solutions

Explore how prompts, application logic and model responses connect in a useful Generative AI application. Move from AI demonstrations to useful applications that are grounded, testable and designed around a real user need.

Intermediate2.5 hrsOnline self-paced
COURSE OFFER₹699ORIGINAL PRICE₹1,00030% off

Paid course · Free trial available

COURSE FOCUSA useful first draft that is checked, refined and ready for human use.

STRUCTUREDClear learning progression
PRACTICALApplied explanations
RESPONSIBLEHuman-validated learning

WHAT YOU WILL GAIN

Build understanding you can actually use.

See the skills this course can help you practise, then try one small example yourself.
01

Design an end-to-end generative AI application workflow

02

Choose prompting, structured output or RAG appropriately

03

Add evaluation and safe failure behaviour

04

Present a working application with evidence

MEANINGFUL COURSE EXAMPLE

Turn an unclear request into a high-quality AI output

Structure the goal, relevant context, constraints and expected format before asking the model to respond.

WHERE THIS SKILL FITS

See where this skill fits—and what employers expect next.

AI and big-data skills lead current growth expectations, while employers also value judgement, creativity and responsible use.
SKILL CONTEXTAI literacy is becoming baseline capability
RELATED ROLE DIRECTIONSRoles where this foundation can contribute
01Generative AI application associate
02AI-enabled business analyst
03AI productivity specialist
WHAT TO PRACTISE BEYOND A COURSE
Frame problems and prompts clearlyEvaluate output qualityProtect data and verify factsConnect AI use to measurable work

YOUR NEXT PROOFShow a before-and-after workflow where AI improves a real task and human review improves the result.

These are possible directions, not a job guarantee. Check current role requirements and build practical evidence alongside the course.

TOPIC GUIDE

Understand the topics before you enroll.

This is an editorial guide to the subject, not the course syllabus. Open the current course page to see the exact lessons and any included exercises.
IDEA 01

Start with the basics

  • Understand the core ideas behind Building AI Applications with Generative AI
  • Learn the terms used in this field
  • See where the skill fits in a real task
IDEA 02

Models & Prompting

  • How language models generate responses
  • Goal, context, constraints and format
  • Iterative prompting patterns
IDEA 03

Practical AI Workflows

  • Summarise, explain and create
  • Research and productivity use cases
  • Evaluate accuracy and usefulness
IDEA 04

Responsible Application

  • Privacy and sensitive information
  • Hallucination and fact verification
  • Human judgement and attribution

HOW TO PRACTISE

Use a small example to check your understanding.

1
START HERE

Define goal

Choose a small task related to the topic.

2
TRY NEXT

Add context

Follow the idea and write down what happens.

3
TRY NEXT

Generate output

Try the next step yourself.

4
REVIEW

Review & improve

Check your result and explain what you would change.

WHO THIS COURSE IS FOR

Is this the right course for you?

Check the audience, level and course preview before you enroll.
Developers entering generative AIStudents building portfolio projectsTechnical trainers and educatorsProduct builders validating AI use cases

BEFORE YOU BEGIN

Start with the right expectations.

This course is designed to remove unnecessary barriers while keeping the learning practical.

Basic programming or application-building awareness is helpful

No previous machine-learning model training required

Comfort with APIs is useful for extended implementation

OPTIONAL PRACTICE IDEAS

Connect the concepts in your own practice.

These are suggested exercises to try independently. Check the current course page for any assignments included with the course.
IDEA 01

Grounded support assistant

Answer questions using approved policy content and refuse unsupported requests.

YOUR PROOFWorking RAG flow with cited evidence and evaluation cases
IDEA 02

Structured document extractor

Convert an unstructured document into a validated business-ready schema.

YOUR PROOFInput, schema, output and failure-case comparison
IDEA 03

AI application evaluation pack

Test usefulness, faithfulness, safety, latency and cost across realistic cases.

YOUR PROOFEvaluation dataset, scorecard and improvement log
Sathish Kumar, Founder and Chief AI Educator at MaanavaN

COURSE GUIDANCE & QUALITY

Learn with a Tamil-first educator’s perspective.

Founder & Chief AI Educator, MaanavaN

Course pathways are shaped to connect clear explanations, current technology practice and credible next steps for Tamil-speaking learners worldwide.

17+ years of industry and learning experience5× AI and cloud certifiedTamil-first course guidance

COURSE QUESTIONS

Answers before you begin.

Will I train a large language model from scratch?+

No. The course focuses on building applications with existing models, context, retrieval, tools and evaluation.

What is the difference between prompting and RAG?+

Prompting shapes how the model works with supplied context. RAG first retrieves relevant knowledge, then places that evidence into the model workflow.

Is this suitable for a first AI portfolio project?+

Yes if you have basic application awareness. Begin with a narrow use case, small trusted dataset and clear evaluation criteria.

Does a working demo mean the application is production-ready?+

No. Production readiness also requires security, privacy, monitoring, cost control, failure handling and operational ownership.

TRUSTED LEARNING SOURCES

Continue with authoritative documentation.

Use these sources to verify concepts, follow current platform guidance and deepen your practice beyond the course.
PRIMARY REFERENCE

Google generative AI guidance

Reference current model, prompting, structured-output and safety capabilities.

PRIMARY REFERENCE

OpenAI evaluation best practices

Use systematic evaluation instead of relying on a few impressive demonstrations.

READY TO BEGIN?

See the lessons and decide your next step.

Review the current lessons, access options and course details before you enrol.
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