Introduction to Business Analytics with Excel

• Business Analytics - An Overview
• Data Analysis with Excel - Introduction
• Advanced Analysis with Excel

Descriptive Analytics and Data Visualization

• Business intelligence (Descriptive Analytics) – Introduction
• Data Support Science
• Building a BI Projectl
• Building Reports
• Descriptive Analytics – Case Studies on Functional Areas & Industrial Verticals
• Data Visualization – Introduction
• Principles of Data Visualization
• Exploratory Data Analytics
• Distribution and Statistical Interference
• Visualizing Business Intelligence
• Data Visualization using Python
• Web Based Visualization
• Latest and Advanced Visualization

Predictive Analytics

• Predictive analytics – Introduction - Data Mining
• Data Mining
• Data Understanding and Preparation
• Model Development and Techniques
• Model Evaluation and Deployment
• Web Mining and Usage
• Predictive Analytics - Case Studies on Functional Areas & Industrial Verticals

Bigdata Analytics

• Introduction to Big Data Analytics
• Hadoop
• Query Languages for Hadoop
• Hive & Pig: Hadoop Reporting and Analysis
• NoSQL
• Analytics for Big Data at Rest & in Motion
• Bigdata Analytics - Case Studies on Functional Areas & Industrial Verticals

Social & Web Analytics

• Introduction to Web and Social Analytics
• Relevant Data and its Collection & KPIs/ metrics
• Manage Web and Social Media with Analytics
• Future of Social Media Analytics and Monitoring

Capstone Project

Projects based on challenges in the industries of

• Retail
• Banking
• Supply Chain
• Healthcare
• Social Media, etc.