Data Science Foundations
Learn to clean, analyze, and visualize data with Python and SQL.
Includes Python 3, SQL, Pandas, Matplotlib, Data Visualization, Data Cleaning, and more.
Time to complete16 Weeks
Certificate of completionYes
About this skill path
Data Science is one of the most in-demand skillsets that companies are constantly hiring for. This Skill Path will teach you the basics of cleaning, analyzing, and visualizing data. You will learn industry-standard languages and libraries including Python, pandas, and SQL. Along the way, you will create real-world projects to practice and demonstrate your analytics skills.
Skills you'll gain
- Analyze data with Python and statistics
- Read and write databases with SQL
- Create meaningful data visualizations
- Build a Data Science portfolio
Syllabus15 units • 49 lessons • 34 projects • 35 quizzes
Welcome to Data Science Foundations
Preview what lies ahead on your Data Science journey.
Principles of Data Literacy
Discover the world of data in this fully conceptual course where you will learn how to think about, visualize, and analyze data.
Learn SQL — a popular language that’s used for communicating with databases and working with data.
Python Fundamentals for Data Science (Part I)
Build a foundation in programming with Python with a focus on Data Science!
Python Fundamentals for Data Science (Part II)
Continue building your Python Skills while applying them to real data science challenges including finding and working with real data.
Portfolio Project: U.S. Medical Insurance
Use your understanding of Python syntax to sort and analyze data about U.S. medical insurance costs!
Python Pandas for Data Science
Learn how to use the Python pandas library and lambda functions for Data Science.
Hands-on learningDon't just watch or read about someone else coding — write your own code live in our online, interactive platform. You'll even get AI-driven recommendations on what you need to review to help keep you on track.
Projects in this skill path
Create a TableBuild fluency in SQL manipulation. We're going to practice creating tables in SQL so you can hone your skills and feel confident taking them to the real world.
New York RestaurantsPractice writing the most common types of queries.
Trends in StartupsIn this project, we're going to practice aggregate functions in SQL so you can hone your skills and feel confident taking them to the real world. Using these functions will combine row values together and return a single result.
Reviews from learners
- The progress I have made since starting to use codecademy is immense! I can study for short periods or long periods at my own convenience - mostly late in the evenings.ChrisCodecademy Learner @ USA
- I felt like I learned months in a week. I love how Codecademy uses learning by practice and gives great challenges to help the learner to understand a new concept and subject.RodrigoCodecademy Learner @ UK
- Brilliant learning experience. Very interactive. Literally a game changer if you're learning on your own.John-AndrewCodecademy Learner @ USA
Our learners work at
What's included in skill paths
Practice ProjectsGuided projects that help you solidify the skills and concepts you're learning.
AssessmentsAuto-graded quizzes and immediate feedback help you reinforce your skills as you learn.
Certificate of CompletionEarn a document to prove you've completed a course or path that you can share with your network.
Skill paths help you level-up
Get a specialized skillWant to level up at work? Gain a practical, real-world skill that you can use right away to stand out at your job.
Get step-by-step guidanceWe guide you through exactly where to start and what to learn next to build a new skill.
Get there quicklyWe’ve hand-picked the content in each Skill Path to fast-track your journey and help you gain a new skill in just a few months.
Ready to learn a new skill?Get started on Data Science Foundations
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