README.md

Python for Data Science and Machine Learning Bootcamp

Here is the link to the Udemy course. Jose Portilla is a great teacher and it is well worth the cost.

Directories

• Big Data and Spark
• Machine Learning Sections
  • Recommender Systems
  • Natural Language Processing
  • Principal Component Analysis
  • Cross Validation Bias Variance
  • Support Vector Machines
  • Decision Trees and Random Forests
  • K-Means Clustering
  • K-Nearest Neighbors
  • Linear Regression
  • Logistic Regression
• Python Data Analysis
  • Pandas
  • NumPy
• Python Data Visualization
  • Seaborn
  • Geographical Plotting
  • Matplotlib
  • Pandas Built-in Visualization
• Python Crash Course