Interactive TrackBeginner

GenAI: LLMs, APIs & Vector Databases

Build AI applications with large language models, embeddings, and vector databases - prompting, provider APIs, RAG pipelines, and evaluation fundamentals.

Instructor:Sagnik Chakraborty

Hands-on Coding Lessons

0 hours

147 Modules

0 Learners

Certificate of Completion

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Course Syllabus

Why this track?

Hands-on coding. No boring videos. Write real code from day one in our integrated IDE.
Instant feedback. Submit your code and get immediate results against our hidden test cases.
Step-by-step logic. Build your algorithmic thinking progressively with carefully curated problems.

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GenAI: LLMs, APIs & Vector Databases

Certificate of Completion

Official Certification

Course Syllabus

How LLMs Work

Tokenization

Embeddings

Attention

Transformer Blocks

Sampling

Prompting

Provider API Shapes

Vector Databases

RAG Pipelines

Evaluation

Fine-Tuning Concepts

Agents and Tools

Safety

Efficient LLMs

Capstone: Tiny GPT

Why this track?

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