Foundations of Data Science
Data Manipulation and Cleaning
Exploratory Data Analysis
Statistical Analysis with Python
Machine Learning Fundamentals
Supervised Learning Algorithms
Unsupervised Learning Algorithms
Advanced Topics
Capstone Project
Machine Learning Fundamentals
Foundations of Data Science (2 weeks)
Data Manipulation and Cleaning (3 weeks)
Exploratory Data Analysis (2 weeks)
Machine Learning Fundamentals (4 weeks)
Advanced Topics (3 weeks)
Capstone Project (4 weeks)
Introduction to Data Analysis (2 weeks)
Data Visualization (3 weeks)
Data Cleaning and Wrangling (2 weeks)
Statistical Analysis (4 weeks)
Advanced Data Analysis Techniques (3 weeks)
Advanced Data Analysis Techniques (3 weeks)
Capstone Data Analysis Project (4 weeks)