Course curriculum

    1. 1. Business Context & Introduction

    2. 2. Data Architecture Model

    3. 3. Source System Investigation

    4. 4. MySQL Installation

    5. 5. Apache Nifi Installation

    6. 6. Anaconda, Python & Jupyter Notebook Installation

    7. 7. Data Warehouse & Datamart Creation

    8. 8. Apache Nifi: Customer, Account, ... Data warehouse Loading

    9. 9. MySQL Data Warehouse Investigation

    10. 10. Apache Nifi: Customer DataMart Loading

    11. 11. Machine Learning Model: Business Problem & Import Datasets

    12. 12. Machine Learning Model: Data Visualization & Create Training and Testing Data

    13. 13. XGBoost Algorithm Understanding

    14. 14. XGBoost Model Development

    15. 15. Artificial Neural Network (ANN) Algorithm Understanding

    16. 16. ANN Model Development

    17. 17. Packaging & Loading the trained (XGBoost & ANN) model

About this course

  • $29.00
  • 17 lessons
  • 3 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

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