Overview
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This certificate program also teaches you about data analysis in Python and R - as well as the building, evaluation, and interpretation of machine learning models using classification and regression. Take Data Science Analyst Certification courses at your own pace, from anywhere and gain the skills and confidence to excel in high-paying careers as a data scientist, data analyst, or financial analyst.
Syllabus
- Data Science & Machine Learning Fundamentals
- Statistics Fundamentals
- Python Fundamentals
- Python Fundamentals Case Study
- Regression Analysis - Fundamentals & Practical Applications
- Classification - Fundamentals & Practical Applications
- Data Prep for Machine Learning in Python
- Modeling Risk with Monte Carlo Simulation
- R Fundamentals
- Bayesian Thinking
- Loan Default Prediction with Machine Learning
- Graph Database Fundamentals
Taught by
Sebastian Taylor, Andrew Russell, Joseph Yeates, John Lee, and Lester Leong