Class Central is learner-supported. When you buy through links on our site, we may earn an affiliate commission.

LinkedIn Learning

Learning Data Science: Understanding the Basics

via LinkedIn Learning

Go to class Write review
Corporate Finance Institute Ad

35% Off Finance Skills That Get You Hired - Code CFI35

Learn More → Datacamp Ad

Power BI Fundamentals - Create visualizations and dashboards from scratch

Learn More →

Overview

Coursera Flash Sale
40% Off Coursera Plus for 3 Months!
Grab it
Get an introduction to data science designed for people who aren't planning on being full-time data scientists. Learn the basics of gathering and analyzing big data.

Syllabus

Introduction
  • Welcome
1. What Is Data Science?
  • Define a multidisciplinary practice with multiple meanings
  • Use statistics and software
  • Uncover insights and create knowledge
2. Working with Databases
  • Make connections with relational databases
  • Get data into warehouses using ETL
  • Let go of the past with NoSQL
  • Address big data problems
3. Recognizing Different Data Types
  • Keep things simple with structured data
  • Share semistructured data
  • Collect unstructured data
  • Sift through big garbage
4. Applying Statistical Analysis
  • Start out with descriptive statistics
  • Understand probability
  • Find a correlation
  • See how correlation does not imply causation
  • Comb techniques for predictive analytics
5. Avoiding Pitfalls
  • Focus on knowledge
Conclusion
  • Next steps

Taught by

Doug Rose

Reviews

5.0 rating, based on 1 Class Central review

4.7 rating at LinkedIn Learning based on 2877 ratings

Start your review of Learning Data Science: Understanding the Basics

  • Anushka Mandlik
    This course is a great introduction to data science. The concepts are explained clearly and in a simple way, making it easy for beginners to understand. It helped me learn the basics of data science, its applications, and key terminology. I would recommend this course to anyone starting their data science journey.
Go to class

Never Stop Learning.

Get personalized course recommendations, track subjects and courses with reminders, and more.

Sign up for free
Someone learning on their laptop while sitting on the floor.