Data Science Foundations

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Course Details

  • Location: Online
  • Duration: 9 weeks
  • Times: Evenings
  • Cost : $1,465

Next Start Date:

October 7, 2024

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About this Course


If you’re curious about working in data science — or frankly, if it’s time to refresh your basic quantitative and programming skills — you’re not alone. To understand the what, why and how-to’s of data science, you’ll need to build up your foundational knowledge of algebra, calculus, statistics and Python — the common language of data science.

In this course, you’ll get a solid introduction to data science, including how to identify data types and collection methods. You’ll learn to use Python programming for data-science tasks, then refresh your knowledge of basic linear algebra and calculus. As you begin to explore the intricacies of data analysis, you’ll build your data-science vocabulary and learn about descriptive statistics, probability theory and data handling. In the end, you'll take away practical knowledge you can use to derive meaningful insights from complex data.

▸You can take this course on its own or to strengthen some of the quantitative and programming skills you’ll need to successfully apply to the Certificate in Data Science.

DESIGNED FOR

Anyone with basic knowledge of algebra and programming who wants to get started in data science.

See Requirements

▸ EXPLORE MORE: Do you have advanced math and programming skills? Consider applying for the Certificate in Data Science or find the right data program for you.

WHAT YOU’LL LEARN

  • Basic calculus, linear algebra and descriptive statistics
  • Fundamental and advanced Python programming
  • Data manipulation and data visualization using Python libraries
  • SQL for working with relational databases
  • APIs and Git for data and code management

GET HANDS-ON EXPERIENCE

You’ll work with real-world datasets and case studies, and you’ll use Python to wrangle data and create basic data visualizations.

Learning Format

Online With Real-Time Meetings

Online With Real-Time Meetings

Combine the convenience of online learning with the immediacy of real-time interaction. You’ll meet with your instructor and classmates at scheduled times over Zoom. Learn More »

Course Sessions

Online With Real-Time Meetings

Online

Meet your instructor

NONCREDIT COURSE

You'll earn 3 continuing education units (CEUs) for successfully completing this course. Learn more about noncredit options.

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