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