Learn about the history, roles, career paths, and industry-recognized certifications in the field of data science and analytics.
Data Science and Analytics Career Paths and Certifications: First Steps
Overview
Syllabus
Introduction
- An expanding universe of data science career options
- What you should know
- Introduction
- A brief history
- Fundamentals
- Big data analytics
- Enabling technologies
- Introduction to marketplaces
- Fraud detection
- Social media analytics
- Disease control
- Dating services
- Simulations
- Climate research
- Network security
- Required skills
- Data mining and analytics
- Machine learning
- Natural language processing
- Statistics
- Visualization
- Introduction to roles
- Data scientist or engineer
- Business intelligence architect
- Machine learning scientist
- Business analytics specialist
- Data visualization developer
- Salaries
- Introduction to certifications
- Azure Data Scientist Associate certification
- Cloudera Data Platform certification
- EMC Data Science Associate
- AWS and Google certification
- SAS big data and data scientist certifications
- Certified Analytics Professional (CAP)
- Introduction to the future of data science
- Emerging technologies
- Emerging careers
- Ethics
- Professional development
- Introduction to voices from the field
- Senior data scientist
- College senior
- Graduate student
- Employer
- How to start
- Continue your data science and analytics career journey
Taught by
Jungwoo Ryoo
