Generative AI Course Syllabus

Module 1 Foundational Database Design & Relational Querying (SQL)

Module 2 Advanced Querying, Data Warehousing & Programmable SQL

Module 3 Core Platform Programming & Data Architecture (Python)

Module 4 Data Science Foundations, Advanced Pandas & NumPy

Module 5 Core Machine Learning & Production Deployment

Module 6 Deep Learning & Classical Natural Language Processing (NLP)

Module 7 Transformer Architecture & Large Language Models (LLMs)

Module 8 Advanced Prompt Engineering & LLM Fine-Tuning

Module 9 Enterprise Retrieval-Augmented Generation (RAG) & Vector Databases

Module 10 Agentic AI, Model Context Protocol (MCP) & MLOps Infrastructure

Module 1 - Foundational Database Design & Relational Querying (SQL)

Build a strong foundation in relational databases and SQL by learning database concepts, normalization, SQL commands, constraints, functions, and data modeling.

Introduction to SQL, Database Systems & Data Engineering Foundations

Relational Database Concepts: Tables, Rows, Columns & Relationships

SQL Server Installation, SSMS Setup & T-SQL Fundamentals

ANSI SQL vs T-SQL vs PL/SQL

SQL Commands: DDL, DML, DQL & Data Manipulation Techniques

Aggregate, String, Date/Time & NULL Handling Functions

Constraints, Operators, Filters & Data Integrity Rules

Database Normalization (1NF, 2NF, 3NF)

TOOLS & TECHNOLOGIES:

SQL ServerMySQLER Diagram ToolsGit

PROJECTS:

We build Data and AI Professionals

Data Engineering

Advance AI

Gen AI

Machine Learning

Data Analyst

2200+ Career Transformations

300+ Hiring Partners

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95% Success Ratio

After 3 failed attempts with other institutes, IntelliBI was a revelation. The hands-on training philosophy here is completely different — you build real things from day one. The trainer support is available 24/7 and the community of alumni is genuinely helpful. I got placed within 2 months of completing the course.

Raviraj Kharade Data Engineer · Ubique System Pvt Ltd

What sets IntelliBI apart is that every concept is tied to a real use case. I never felt like I was studying theory in isolation. The Azure project I built during training is still the highlight of every interview I attend. TCS hired me specifically for that project experience.

Mahadev Shingade Data Analyst · Capgemini

The curriculum at IntelliBI is outstanding. The trainers have real industry experience and the projects we worked on were actual problems faced by companies. Within 4 months of completing the course, I was placed at Capgemini as a Data Engineer. The salary jump was 3x my previous role. I highly recommend IntelliBI to anyone serious about their data career.

Kiran Ubhale Data Engineer · Capgemini

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Master Advanced Data Engineering with AI

Generative AI Course Syllabus

Module 1 - Foundational Database Design & Relational Querying (SQL)

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