Bootcamp curriculum

    1. Introduction

    2. Best Coding Practices

    3. Python & PyCharm (IDE) Configuration

    4. Demo 1: Data Types & Creating Variables

    5. Demo 2: Lists/Matrices/Dictionaries

    6. Demo 3: For-loops in Python

    7. Demo 4: If-Else Statements

    8. Demo 5: Python Libraries for Data Science

    9. Demo 6: Loading Data in Python

    10. Demo 7: Data Exploration & Preprocessing

    11. Demo 8: Random Data Generation (Data Simulation)

    12. Demo 9: Filtering, Sorting, Grouping

    13. Demo 10: Descriptive Statistics

    14. Demo 11: Merging & Joining Datasets

    15. Demo 12: User Defined Functions (UDF)

    16. Demo 13: Text Cleaning and Preparation in NLP

    17. Demo 14: Data Visualization in Python

    18. Demo 15: Data Sampling (Part 1) - Theory

    19. Demo 16: Data Sampling (Part 2) - Coding

    20. Extra (Theory): A/B Test Results Analysis from A/B Testing

    21. Demo 17: A/B Test Results Analysis in Python (Part 1) - Theory

    22. Demo 17: A/B Test Results Analysis in Python (Part 2) - Coding

    1. Interview Preparation E-book Guide

    2. Ebook: Programming Interview Guide

    3. Extra: Data Science Interview Content and Preparation

    1. Python Free Resources

    2. Free Resources for Programming & Python

About this course

  • $149.97 / month
  • 27 lessons
  • Quizzes
  • Interview Preparation
  • Free Resources

Ignite Your Career Path. We'll Fuel Your Success.

Tatev Karen Aslanyan (Instructor & Co-Founder of LunarTech) Vahe Karen Aslanyan (Co-Founder of LunarTech)

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