Data Driven Business

             Introduction to Applied Data Science

              Importance of Big Data and IoT

             Hypothesis Development Canvas Workshop

Exploring Data Science

             Introduction to Data Science and Statistics Techniques

             Data Analysis Methods and Project Briefing

             Introduction to AI and ML

             Getting Started with Industrial IoT

             The Basics of Python

             Python for Machine Learning

Data Operations

             Introduction to Data Operations

             Introduction to Analytics Data Pipeline

             Big Data EcoSystem – Hadoop, NoSQL, Cloud

             Data Modeling and Visualization

             Getting Started with Pentaho Data Integration

             Pentaho Business Analytics

             Streaming Data with Pentaho (IoT)

Applied Data Science Project

            Project Write-up and Final Workshop Preparation

             Final Workshop

Power BI

              Power Pivot for Data Modeling and Data Analysis Expression – DAX Queries

             Data Visualization with Analytics

R Programming

             Introduction to R

             R Packages

             Sorting DataFrame

             Matrices and Vectors

             Reading Data from External Files

             Generating Plots

             Database Connectivity with R