Course Details

This course introduces data science, combining statistics, business knowledge, and machine learning techniques to derive insights from data. It covers both structured and unstructured data, predictive analytics, and tools for decision-making and forecasting.

Course Outline:

• Introduction to Data Science
• Statistics for Data Science
• Information Visualization
• Data Mining, Structures, and Manipulation
• Machine Learning Algorithms
• Roles and Responsibilities of Data Scientists
• Data Acquisition & Data Science Life Cycle
• Deploying Recommender Systems
• Experimentation and Evaluation Tools
• Predictive Analytics & Clustering
• Applied Mathematics & Informatics
• Big Data and Hadoop Integration with R