The Applied Data Science course from Hitachi Vantara is centered on the business-led application of data science. It includes insider learnings from successful customer projects across a diverse range of industries. The Business Track covers the business-led aspects of data science, is not too technical, and is required for all students.
To increase the number of “citizens of data science”, who will understand these imperatives and drive the necessary change from within. It will also be a launch-pad for those that do want to continue towards a career in data science.
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
Data Operations
Introduction to Data Operations
Introduction to Analytics Data Pipeline
Big Data EcoSystem – Hadoop, NoSQL, Cloud
Data Modeling and Visualization
Project Example Using Lumada
Applied Data Science Project
Project Write-up
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
