Certified Data Scientist Program Syllabus

Uncategorized

Course Content

Data Science Fundamentals

Introduction to Data Science

Programming for Data Science

Data Analysis and Visualization

Databases and SQL

Basic Probability and Statistics

Hands-On Labs

Advanced Data Science and Machine Learning

Advanced Data Wrangling

Machine Learning Fundamentals

Ensemble Learning Methods

Natural Language Processing (NLP)

Introduction to Deep Learning

Hands-On Labs

Specialized Applications and Capstone Project

Advanced Machine Learning Techniques

Big Data and Scalable Systems

Advanced Deep Learning

Ethical and Responsible AI

Capstone Project