APEX Educational Institute

Data Engineering + AI Course Online

Every application needs data. Learn to design data structures, manage data stores and build pipelines with SQL, PostgreSQL, MongoDB, Redis, Python and cloud data platforms, then build AI-ready data: embeddings, vector search and RAG pipelines.

16 weeks IntermediateOnline LiveRecorded Course
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What You Will Learn

  1. Module 1

    Databases

    • SQL
    • PostgreSQL / MySQL / SQL Server
    • MongoDB
    • Redis

  2. Module 2

    Pipelines

    • Python ETL
    • Batch and streaming
    • Orchestration

  3. Module 3

    Cloud Data

    • Data lakes and warehouses
    • Cloud data platforms

  4. Module 4

    AI Layer

    • Data cleaning and chunking
    • Embeddings
    • Vector databases
    • RAG pipelines

What You Practice

  • Weekly SQL and dashboard exercises
  • Real dataset assignments
  • Capstone analytics or ML project
  • Mock interviews and portfolio review

How You Are Graded

  • Assignments: 30%
  • Mini projects: 30%
  • Capstone project: 30%
  • Attendance & participation: 10%
  • Grades: A+ (90+), A (75+), B (60+), C (50+)

Track marks, rank and feedback live in your student portal.

Outcomes

  • Build reliable data pipelines
  • Model and manage data stores
  • Prepare enterprise data for AI

Free Tutorials to Get Started

FAQs

Do I need programming for data engineering?

SQL and Python are taught from the basics in the course.

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