Back to catalog
ProgrammingIntermediate
Python for Data
Connect your Python foundation to real data work. You will use Pandas to transform datasets, NumPy for numerical work, and practical cleaning and reporting techniques that analysts use every day. Includes projects with real datasets.
6 lessonsCertificate includedUSD 5 (~ARS 5.000)
Course syllabus
1Essential Pandas
4 lessons
Essential Pandas
- DataFrames and Series
- Selection and filtering
- Data cleaning
- GroupBy and aggregations
2NumPy and numerical work
4 lessons
NumPy and numerical work
- NumPy arrays
- Vectorized operations
- Statistics with NumPy
- Pandas-NumPy integration
3Core visualization
4 lessons
Core visualization
- Essential Matplotlib
- Charts with Pandas
- Intro to Seaborn
- Exporting charts
4Hands-on projects
4 lessons
Hands-on projects
- Real dataset analysis
- Report automation
- Cleaning pipeline
- Final project
What you will learn
PandasNumPyData cleaningReport automationJupyter Notebooks
Certificate
Python for Data Certificate - CumbreAcademy
Ready to start?
Investment: USD 5 (~ARS 5.000)
Buy accessWant access to every course?
Total Access gives you this course and all the others for $20/month.
This course: USD 5 (~ARS 5.000) - Total Access: $20 USD/month (all courses)
See Total AccessWhat can you do after this course?
These are the recommended next steps for your learning path.