Apply Data Science Foundation Course
Tools / Frameworks: Theory
Duration: 2 weeks
Cost: $100
MODULE 1
INTRODUCTION TO DATA SCIENCE
- What is data science?
- Evolution of data science
- Data science terminologies
MODULE 2
DATA SCIENCE VS BUSINESS
ANALYTICS VS BIG DATA
- Comparing various related
domains with data science
MODULE 3
CLASSIFICATION OF BUSINESS
ANALYTICS
- Cleaning & Analyzing
spreadsheet data - Working with Descriptive
analytics - Predictive analytics
- Discovery analytics and
prescriptive analytics - Working with various data
types - Finding and fixing data
anomalies
MODULE 4
DATA SCIENCE PROJECT WORKFLOW
- CRISP-DM framework
- Data science project workflow
MODULE 5
ROLES IN DATA SCIENCE
- Industry roles and responsibilities
MODULE 6
INTRODUCTION TO DATA MODELLING
- Industry adoption: health care,
finance & banking, manufacturing,
retail, logistics, human resource - Key use cases
- Trends on data science adoption