Course curriculum

    1. 1. Course - Introduction

      FREE PREVIEW

    2. Materials

    3. 2. Business Context _ Features Required

      FREE PREVIEW

    4. 3. Data Architecture Model

    5. 4. Data Source Understanding

    6. 5. DWH & Datamart DB Creation

    7. 6. DWH Loading with Apache Nifi

    8. 7. Datamart Loading with Apache Nifi

    9. 8. MySQL Installation

    10. 9. Apache Nifi Installation

    11. 10. Anaconda, Python Installation and Configuration

    12. 11. Machine Learning Model Process

    13. 12. Jupyter Lab - Recall Business Context, Import Libraries & EDA

    14. 13. Feature Engineering

    15. 14. Random Forest Algorithm

    16. 15. Model Training with Random Forest Regressor

    17. 16. SARIMA Time Series Algorithm

    18. 17. Time Series Forecasting with SARIMA

    19. 18. Prophet Time Series Algorithm

    20. 17. Time Series Forecasting with PROPHET

    21. Special Gift For You (Bonus)

About this course

  • $24.00
  • 21 lessons
  • 2 hours of video content

Instructor(s)

Instructor Bio:

I'm a seasoned author deeply passionate about data strategy and management. With over 15 years in IT, spanning banking, insurance, and retail, I've held key roles such as Data Division Director and Chief Data Officer. Currently, as Director of Data Division, I shape data initiatives, while as a Governance & Analytics expert, I establish robust frameworks. Through my writing, I share practical strategies and insights honed from diverse industry experience.

Dien Pham Cong

Chief Data Officer

Instructor(s)

Instructor Bio:

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