Use Python for Data Science and Machine Learning

Use Spark for Big Data Analysis

Implement Machine Learning Algorithms

Learn to use NumPy for Numerical Data

Learn to use Pandas for Data Analysis

Learn to use Matplotlib for Python Plotting

Learn to use Seaborn for statistical plots

Use Plotly for interactive dynamic visualizations

Use SciKit-Learn for Machine Learning Tasks

K-Means Clustering

Logistic Regression

Linear Regression

Random Forest and Decision Trees

Natural Language Processing and Spam Filters

Neural Networks

Support Vector Machines