Basic to Advanced SQL

SQL Fundamentals (DDL, DML, DCL, DQL & TCL)

Aggregations and Clauses

Window Functions and Subqueries

CTE (Common Table Expressions)

Query Optimization and Data Quality

Analytical Semantics and Text-to-SQL

Python Fundamentals

Operators and Data Types

Conditions and Loops

Functions and OOPs

File Handling and Error Handling

Introduction to DSA

Pandas and NumPy

Matplotlib and Seaborn

Cloud Concepts

Azure Architecture and Services

Azure Management and Governance

RDBMS

Facts and Dimension Tables

Keys in Data Modelling

CDC (Change Data Capture)

SCD (Slowly Changing Dimensions)

Star Schema

Snowflake Schema

Galaxy Schema

Data Transformation and Modelling

Medallion Architecture

Data Ingestion and Loading

Lakeflow Jobs

Governance and Security

Databricks Intelligence Platform & Workspace

CI/CD

Troubleshooting and Monitoring

Spark Optimization

Generative AI Fundamentals

Large Language Models (LLM)

Retrieval-Augmented Generation (RAG)

Agentic AI and Multi-Agent Systems

Genie Space

Model Context Protocol (MCP)

MLflow

Tracing and Evaluation

Model Serving

Guardrails

Security and Governance

LLMOps

Copy Data and Move Data

Data Pipelines

Parameters and Variables

ADF Operations for Data Integration

Data Orchestration