Master of Data Science Online Course

About the course

The Master of Data Science Online Course is a comprehensive, graduate-level program designed to equip students with theoretical knowledge and practical skills in data analysis, machine learning, programming, and business intelligence. Delivered entirely online, this course is ideal for professionals and graduates seeking flexible learning options while pursuing a career in the data science domain.

Who should take this

• Graduates or professionals with a background in mathematics, statistics, or computer science
• IT professionals looking to transition into data science roles
• Analysts and business professionals seeking data-driven decision-making skills
• Software engineers aiming to specialize in AI, ML, or data analytics
• Individuals interested in earning an advanced credential in data science online

Course outline

1. Foundations of Data Science
   • Statistics and probability
   • Linear algebra for data science
   • Data wrangling and preprocessing
2. Programming for Data Science
   • Python and R programming
   • Data structures and algorithms
   • Version control and collaborative tools (e.g., Git)
3. Machine Learning and AI
   • Supervised and unsupervised learning
   • Deep learning and neural networks
   • Natural language processing
4. Big Data and Cloud Platforms
   • Hadoop and Spark
   • Data storage and management (SQL/NoSQL)
   • Cloud computing tools (AWS, Azure, GCP)
5. Data Visualization and Communication
   • Data storytelling
   • Visualization tools (Tableau, Power BI, Matplotlib, Seaborn)
6. Capstone Project
   • Real-world data science project
   • Data pipeline creation, analysis, and presentation
7. Ethics and Legal Aspects of Data
   • Data privacy and governance
   • Ethical considerations in AI