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Course overview
In this course, you’ll explore the world of Python data engineering. You’ll learn basic Python concepts such as dictionaries, functions, and default arguments.
Best of all, you’ll learn by doing — you’ll practice and get feedback directly in the browser. The course will conclude with two guided projects:
- The first one teaches you to learn and install Jupyter Notebook
- The second one asks you to perform practical data analysis on profitable app profiles for the App Store and Google Play Market
Key skills
- Refining fundamental Python knowledge for data engineering
- Using dictionaries, functions, and default arguments
- Using Jupyter Notebook
Course outline
Dictionaries and Functions in Python [5 lessons]
Dictionaries 2h
Lesson Objectives- Create dictionaries
- Update dictionary values
- Check for dictionary membership
- Count with dictionaries
Functions: Fundamentals 2h
Lesson Objectives- Define a function
- Create functions
- Combine functions
- Debug functions
Functions: Intermediate 1h
Lesson Objectives- Define default arguments
- Employ multiple return statements
- Return multiple variables
- Identify mutable and immutable data types
- Employ documentation
Project: Learn and Install Jupyter Notebook 1h
Lesson Objectives- Define the basics of Jupyter Notebook
- Install Jupyter Notebook locally
Guided Project: Profitable App Profiles for the App Store and Google Play Markets 2h
Lesson Objectives- Expand your portfolio with a guided project
- Add business value using Python skills
Projects in this course
Profitable App Profiles for the App Store and Google Play Markets
For this project, we’ll assume the role of data analysts for a company that builds free Android and iOS apps. Our revenue depends on in-app ads, so our goal is to analyze data to determine which kinds of apps attract more users.
The Dataquest guarantee
Dataquest has helped thousands of people start new careers in data. If you put in the work and follow our path, you’ll master data skills and grow your career.
We believe so strongly in our paths that we offer a full satisfaction guarantee. If you complete a career path on Dataquest and aren’t satisfied with your outcome, we’ll give you a refund.
Master skills faster with Dataquest
Go from zero to job-ready
Learn exactly what you need to achieve your goal. Don’t waste time on unrelated lessons.
Build your project portfolio
Build confidence with our in-depth projects, and show off your data skills.
Challenge yourself with exercises
Work with real data from day one with interactive lessons and hands-on exercises.
Showcase your path certification
Share the evidence of your hard work with your network and potential employers.