• Home
  • Optimizing the Big Data Problem Statement
    • Solutions Optimizing the Big Data Problem Statement
  • Hands-on Data Preprocessing Book
    • Resources for Instructors
    • Known Errors/Issues in Hands-on Data Preprocessing in Python
  • Video Content
    • Deep Learning with TensorFlow & Keras
    • CRISP-DM Framework
    • Basic Python Programing for Data Analytics
    • Python Data Manipulation Modules: NumPy & Pandas
    • Data Reduction
    • Data Analytics
    • SQL Data Manipulation
    • Ethical Data Modeling
    • Conversations
  • Text Content
    • Data Science Stories
    • Opinion Pieces
    • Research Publications
    • Blog
  • Gallery

Data Reduction - Theoretical with Example

Watch an learn about Data Reduction

Data Reduction

Numericity Data Reduction

Supervised Dimension Reduction

Supervised Dimension Reduction 2

Principal Component Analysis

Functional Data Analysis

Data Reduction: in action 

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Dimension Reduction for Prediction

GitHub Repo

Dimension Reduction for Classification

GitHub Repo

Address


[email protected]

Pages

  • Home
  • Optimizing the Big Data Problem Statement
    • Solutions Optimizing the Big Data Problem Statement
  • Hands-on Data Preprocessing Book
    • Resources for Instructors
    • Known Errors/Issues in Hands-on Data Preprocessing in Python
  • Video Content
    • Deep Learning with TensorFlow & Keras
    • CRISP-DM Framework
    • Basic Python Programing for Data Analytics
    • Python Data Manipulation Modules: NumPy & Pandas
    • Data Reduction
    • Data Analytics
    • SQL Data Manipulation
    • Ethical Data Modeling
    • Conversations
  • Text Content
    • Data Science Stories
    • Opinion Pieces
    • Research Publications
    • Blog
  • Gallery

About me

This is personal website of Roy Jafari, featuring all his professional works.


Roy Jafari


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