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Overview
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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
- Define a multidisciplinary practice with multiple meanings
- Use statistics and software
- Uncover insights and create knowledge
- Make connections with relational databases
- Get data into warehouses using ETL
- Let go of the past with NoSQL
- Address big data problems
- Keep things simple with structured data
- Share semistructured data
- Collect unstructured data
- Sift through big garbage
- Start out with descriptive statistics
- Understand probability
- Find a correlation
- See how correlation does not imply causation
- Comb techniques for predictive analytics
- Focus on knowledge
- Next steps
Taught by
Doug Rose
Reviews
5.0 rating, based on 2 Class Central reviews
4.7 rating at LinkedIn Learning based on 2877 ratings
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The course was everything you said it would be, fun but a lot of work. And it was! I enjoyed the web-labs because they were a lot of fun and easy to understand. And the answers were usually somewhere in the text. I also liked the assignments that re…
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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.