Course Overview

Learn data analysis, visualization, and machine learning to become a data scientist. This course provides the skills to extract valuable insights from data and make informed business decisions.

Technologies You'll Master
Python
R
Pandas & NumPy
Matplotlib
Spark

Course Curriculum

From fundamentals to advanced machine learning models

  • Programming fundamentals
  • Data structures and algorithms

  • Descriptive and Inferential Statistics
  • Probability Distributions

  • Matplotlib and Seaborn for plotting
  • Creating insightful charts and graphs

  • Linear Regression, Logistic Regression
  • Decision Trees, Random Forest

  • Introduction to Big Data
  • Processing large datasets with Apache Spark