1-Week Advanced Data Analysis Bootcamp 1-Week Advanced Data Analysis Bootcamp 1-Week Advanced Data Analysis Bootcamp 1-Week Advanced Data Analysis Bootcamp 1-Week Advanced Data Analysis Bootcamp

1 Week Data Engineering Bootcamp

Learn Essential Data Engineering Concepts Through Hands-On Projects, Real Datasets, and Expert Guidance

AI & ML Program
1 Week
Offline
Beginner friendly
No prior experience required
Industry focused
Learn what industry needs
Certificate
Credentials that boost careers

What you'll learn

  • Data Engineering Foundations
    Role of a Data Engineer, DE vs DA vs DS, data lifecycle, ETL vs ELT, real-world use cases.

  • SQL for Analytics
    Writing analytical SQL queries, aggregations, KPIs, and performance-aware querying.

  • Python & Pandas for ETL
    Data loading, cleaning, validation, transformations, and reproducible pipelines.

  • Data Modeling & ETL Design
    OLTP vs OLAP, star schema, fact & dimension tables, SCD concepts, incremental loads.

  • Cloud Data Basics
    Working with BigQuery / Cloud SQL, partitions, clustering, access control, and cost basics.

  • Pipeline Ops & Quality Concepts
    Orchestration concepts (DAGs), data quality checks, monitoring, and reporting workflows.
End-to-End ETL Pipeline
  • Raw CSV/JSON → cleaned → transformed → modeled datasets using Python & SQL.
Analytics-Ready Data Model
  • Star schema with fact and dimension tables designed for reporting use cases.
Cloud-Based Data Warehouse Tables
  • Load and query modeled datasets in BigQuery with saved views and queries.
Mini Analytics Dashboard
  • Looker Studio dashboard with KPIs and charts powered by your data pipeline.

Learning Outcomes

Clear Understanding of Data Engineering Workflows

Know how real-world data moves from source systems to analytics and dashboards.

Hands-On ETL & SQL Confidence

Ability to clean data, write analytical SQL, and build reusable ETL scripts.

Cloud & Modern Stack Exposure

Practical experience with Python, SQL, BigQuery, and basic orchestration concepts.

Portfolio-Ready Capstone Project

One complete end-to-end data engineering project ready for GitHub.

Career Direction in Data Engineering

Understand DE roles, required skills, resume positioning, and next learning steps.

Bootcamp Certification & Progression Path

Earn a 1-Week Data Engineering Bootcamp Certificate with guidance for 45-day and 90-day tracks.

Certificate

Certificate Preview

Prepare for a Career in
Data Engineering

  • Learn industry-demanded Data Engineering with Experts mentors
  • Build real-world projects using SQL and Python
  • Develop strong problem-solving & deployment experience
  • Earn an certificate + portfolio to boost your career