Big Data - Algebra, Calculus and Geometry

Python (Jupyter Notebook)

  • Libraries: NumPy | pandas | matplotlib | Beautiful Soup

Big Data and Machine Learning issues:

  • Vectors
  • Singular Value Decomposition SVD
  • Linear Regression - Least Squares
  • Linear Regression - Geradient Descent
  • Cosine Similarity