Learn Python for Data Science
Get started with Python for Data Science in this beginner-friendly skill path.
Includes Python, pandas, and more.
Skill level
BeginnerTime to complete
Average based on combined completion rates — individual pacing in lessons, projects, and quizzes may vary16 hoursProjects
6Prerequisites
None
About this skill path
Ready to start your journey into Data Science? This Skill Path covers everything you need to build a solid foundation for analyzing data in Python. You’ll get hands-on practice with real datasets while learning to program and analyze data in Python. Throughout the Skill Path, you’ll be working in Jupyter Notebook, an industry standard platform for interactively developing data analytics.
Skills you'll gain
- Write code in Python and pandas
- Clean, transform, and explore real data
- Summarize data with groupby and pivots
- Use Jupyter Notebook for data analysis
Syllabus
5 units • 7 lessons • 6 projects • 6 quizzes- 1
Welcome to the Learn Python for Data Science Skill Path
Get started with the Learn Python for Data Science Skill Path.
- 2
Intro to Python for Data Science
Work hands-on with real datasets while learning Python for data science.
- 3
Python for Data Science: Working with Data
Learn loops, control flow, and functions while working hands-on to merge, aggregate, and analyze real-world datasets.
- 4
Python for Data Science: Portfolio Project
Complete a project for your portfolio that demonstrates your data science skills.
- 5
Learn Python for Data Science Next Steps
What comes next?
Certificate of completion available with Plus or Pro
Earn a certificate of completion and showcase your accomplishment on your resume or LinkedIn.
Projects in this skill path
- practice Project
Explore Laptop Repair Data with Python
Use Python and pandas to explore laptop repair data. - practice Project
Analyze Electric Vehicle Stations with Python
Analyze electric vehicle station access using Python and pandas. - practice Project
Analyze Wage Data with Python
Use Python to work with real wage data.
Earn a certificate of completion
Show your network you've done the work by earning a certificate of completion for each course or path you finish.- Show proofReceive a certificate that demonstrates you've completed a course or path.
- Build a collectionThe more courses and paths you complete, the more certificates you collect.
- Share with your networkEasily add certificates of completion to your LinkedIn profile to share your accomplishments.
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
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What's included in skill paths
Practice Projects
Guided projects that help you solidify the skills and concepts you're learning.Assessments
Auto-graded quizzes and immediate feedback help you reinforce your skills as you learn.Certificate of Completion
Earn a document to prove you've completed a course or path that you can share with your network.