Learn Data Science

Explore the path to a successful data science career with this comprehensive guide. Access countless resources from a single page: everything from free courses and mentor-guided bootcamps to salary information, expert career tips, and inspiring real-world success stories.

  • Uncover hidden insights from vast amounts of data, driving innovation and informed decision-making in various industries

  • Open up lucrative career opportunities in sectors like technology, healthcare, finance, and beyond

  • Get familiar with a versatile skill set, including statistical analysis, machine learning, and programming

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What is data science?

Data science is a dynamic and exciting field that blends scientific methodologies with domain expertise. Data scientists are the architects of this process, combining programming skills, data manipulation techniques, and machine learning algorithms to build predictive models and discover actionable insights, making them indispensable to business and a range of industries, including healthcare, finance, and technology.

Why learn data science?


The Bureau of Labor Statistics predicts that the employment of data scientists is projected to grow 38% from 2021 to 2031.


Average salary for a data scientist in the United States, according to Indeed


Available data science roles in the US to fill by 2027, according to McKinsey Global Institute

Courses with a job guarantee

Courses designed to help you learn data science for an immediate jumpstart into the workforce. Learn with a 1:1 mentor and land a job after graduating — or your money back.

Data Science Bootcamp

Learn how to identify problems, improve your modeling skills, and document your work using the six-step Data Science Method.

  • Build data science skills and master machine learning techniques through a 100% online project-based curriculum

  • Build job-ready skills with 28 mini-projects and 3 capstones and an advanced specialization project

  • Work 1-on-1 with an expert mentor, industry career coach and student advisor

Data Science Bootcamp: Foundations to Core

Learn the foundational Python, statistics, and probability skills needed to succeed as a data scientist.

  • Use Python to complete real-world coding exercises

  • Solve a real business problem — practice using data science tools to analyze and visualize data

  • Learn how to apply presentation techniques for executive, technical, and non-technical audiences

Data Analytics Bootcamp x Microsoft

Master practical skills for problem-solving and strategic thinking through the use of data and analytics.

  • Complete 29 mini projects and two capstone projects

  • Choose a data set and conduct end-to-end analysis, synthesize insights, and create a presentation and share your findings

  • Work 1:1 with a mentor and career coach to build an interview-ready portfolio

Courses from an accredited university

Elevate your data science journey with these university-backed bootcamps. Graduate with job-ready skills and a university credential.

USF Data Science Bootcamp

This 400+ hour curriculum is designed around two hands-on capstone projects and allows you to pick from one of three specialization tracks.

  • The Generalist Track will prepare you for versatile data science roles across various business domains

  • The Business Insider Track will teach you advanced data visualization and business analytics skills

  • The Advanced Machine Learning Track will teach you advanced machine-learning skills and concepts

UMGC Online Data Science Bootcamp

This 100% online bootcamp combines projects, lecture theory, coding, reading/viewing, and career-related coursework with 1-on-1 mentorship from an industry expert.

  • Learn vital data science concepts and associated skills, including Python, SQL and databases, statistical interference and machine learning

  • Career-focused units help you create a job strategy, practice for informational interviews, and negotiate salary

Online Data Science Bootcamp with UMass Global

Work through various technical units designed to help you establish industry-relevant skills.

  • Cover key data science concepts and skills designed to prepare you for a career in the industry

  • Each unit features a range of materials, including lectures, projects, coding practice, and assorted exercises

  • Build two hands-on capstone projects, designed to serve as portfolio centerpieces for hiring managers

Free & short courses

Just getting started in data science? These short (or free!) courses will help get you familiar with data science basics and set a solid foundation for future learning.

Data Science Prep Course

Learn foundational Python, statistics, and probability skills to better prepare you for more in-depth data science courses.

  • Use Python to complete real-world coding exercises

  • Get comfortable with aspects of basic probability

  • Solve a real business problem — practice using data science tools to analyze and visualize data

Free Data Analytics Course

This course is a perfect start for anyone looking to become familiar with key analysis tools. 

  • Learn to examine key data analytics concepts via readings, videos, and a special case study

  • Practical how-tos of the many data science toolkits such as Excel, Python (and various libraries), Tableau, PowerBI, and many others

Introduction to Data Analytics

Learn analytics fundamentals, get hands-on project experience, and work 1-on-1 with an industry mentor.

  • Build your Excel skills using key functions to analyze a dataset

  • Solve problems by using frameworks and structured thinking foundations used by actual analysts

  • Turn data into insight and learn how to communicate your findings to different teams

Resources to help get you up to speed

How to Become a Data Scientist With No Experience

The great news is, you don’t need prior experience to become a data scientist. There are plenty of ways to acquire a data science skillset on your own.

Best Data Science Bootcamps on the Market

Discover the best data science bootcamps this year and gain the skills & knowledge needed to excel in this high-demand field.

How To Learn Data Science From Scratch

A guide full of steps to help you learn data science and go from being a novice to being job-ready in the field of data science.

What's it like to study and work in data science?

My mentor was AJ Sanchez. Bless this man's soul. Halfway through my first project I freaked out and I was like, "I don't even know what any of this code means." He said, "Don't worry. We'll learn. I'll teach you. That's the point of this."

Hastings Reeves

From Opera Singer

To Business Intelligence Analyst @ Velocity Global

Data science career paths & job advice

7 Entry-Level Data Science Jobs Worth Pursuing

Find out what kind of data scientist roles are out there and what it takes to succeed in a career as a data scientist.

How To Become a Data Engineer

A guide to tell you everything you need to know about becoming a data engineer, and what to expect once you’re hired. 

How To Become a Data Scientist

With our 9-step guide, you’ll be able to plan out and visualize clear goals that will help you progress on your journey to becoming a data scientist.

Frequently Asked Questions