UNIT 1:
Introduction-Analytics and Business Transformation
Introduction-Analytics and Business Transformation
Introduction-Analytics and Business Transformation
Classifications of Analytics
Classifications of Analytics
Roles in an Analytics Team
Classifications of Analytics
Tools in the Analytics Process
Common Applications of Analytics in Business
UNIT 2:
Introduction – Sources of Data for an Organization
Introduction – Sources of Data for an Organization
From Assets and Activities to Data
From Assets and Activities to Data
Data Provenance and Data Quality
Tutorial 1: Sources of Data for an Organization
Tutorial 2: Data Provenance and Data Quality
Tutorial 3: Data Logistics
Tutorial 1: Sources of Data for an Organization
UNIT 3:
Introduction – Data Schemas and Data Sets
Introduction – Data Schemas and Data Sets
Introduction – Data Schemas and Data Sets
Introduction – Data Schemas and Data Sets
Common Data Transformations
Common Data Transformations
UNIT 4:
Introduction – Power BI Fundamentals
The Contoso Dataset Analyzing Data Using Power BI
The Contoso Dataset Analyzing Data Using Power BI
Tutorial 1: Power BI Fundamentals
Working with Calculated Measures in Power BI
Working with Calculated Measures in Power BI
Tutorial 3: Working with Calculated Measures in Power BI
Working with Calculated Measures in Power BI
Tutorial 3: Working with Calculated Measures in Power BI
Tutorial 3: Working with Calculated Measures in Power BI
UNIT 5:
Introduction – Predictive Analytics Workflow
Introduction – Predictive Analytics Workflow
Tutorial 1: Introduction to Predictive Analytics
Machine Learning Background
Machine Learning in Practice