Principal Component Analysis with NumPy

Instructor: Snehan Kekre

What you'll learn

  •   Implement Principal Component Analysis (PCA) from scratch with NumPy and Python
  •   Conduct basic exploratory data analysis (EDA)
  •   Create simple data visualizations with Seaborn and Matplotlib

    • Skills you'll practice

  •   Dimensionality Reduction
  •   Applied Machine Learning
  •   Python Programming
  •   Cloud Computing
  •   Jupyter
  •   Data Analysis
  •   Data Visualization
  •   Exploratory Data Analysis
  •   Unsupervised Learning
  •   NumPy
  •   Matplotlib
  •   Linear Algebra
  •   Seaborn

    • Logistic Regression with NumPy and Python

    Mathematics for Machine Learning: PCA

    Data Science with NumPy, Sets, and Dictionaries

    Python for Data Analysis: Pandas & NumPy

    ©2025  ementorhub.com. All rights reserved