APEX Educational Institute

Data Science + AI Course Online

A complete data science program: Python, SQL, statistics, exploratory analysis, machine learning, model deployment and Generative AI for analysis.

22 weeks Beginner to AdvancedOnline LiveRecorded Course
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What You Will Learn

  1. Module 1

    Foundations

    • Python
    • SQL
    • Statistics

  2. Module 2

    Analysis

    • EDA
    • Visualization
    • Feature engineering

  3. Module 3

    Machine Learning

    • Supervised
    • Unsupervised
    • Time series

  4. Module 4

    AI Layer

    • GenAI for analysis
    • Embeddings
    • Semantic search

  5. Module 5

    Capstone

    • Business case study
    • Model deployment

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

  • Analyze real datasets end to end
  • Build predictive models
  • Present insights to business teams

Free Tutorials to Get Started

FAQs

Is maths required for data science?

Basic school maths is enough; the required statistics is taught in the course.

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