Externship Program - Data Analytics

Module-1: Introduction to Data Analytics

• Introduction to Data Analytics.
• Types of Data Analytics.
• Introduction to Congo’s Analytics platform Experience.
• Exploratory Data Analysis with Cognos Analytics Dashboard.
• Case Study: Analyzing sales data of a company.
• Hands-on practice with Cognos Dashboard.

Module-2: Predictive Analytics

• Introduction to IBM Cloud and SPSS Modeler workflow
• Linear Regression Analysis for Forecasting
• Building a predictive model for regression analysis
• Case Study: Risk Analysis of Space Shuttle
• Multiple Linear Regression Analysis
• Hands-on practice with SPSS modeler on Regression Analysis.

Module-3: Classification Analytics

• Classification Analysis
• Building a predictive model for classification
• Case Study: Classification of term deposit buyers for retail banking
• Case Study: Classification of diabetes patients
• Hands-on practice with SPSS Modeler on Regression Analysis.

Module-4: Prescriptive & Clustering Analytics

• Prescriptive Analytics
• Clustering Analysis
• Case Study: Segmentation of Mall Customers
• Case Study: Analysis of Medical premium Charges for insurers
• Hands-on Practice session

Module-5: Build a Business Project

• Example : Build an Ecommerce analysis/ Covid-19 analysis Dashboard.