Python Lab
Python project structure: from first file to a clean project
Learn how to organise your Python code with a simple and scalable project structure. Includes examples, best practices and a starter template.
Python Lab
Learn Python from your first script to clean, real-world projects.
Python Lab
Automate your weekly Excel report with Python and pandas
Turn a 2-hour copy-paste routine into a script that runs in seconds. A beginner-friendly walkthrough with complete code.
Python Lab
Data acquisition: how to collect good data from forms, files, APIs and the web
Where business data comes from, how to collect it reliably with simple tools and Python, and the consent and quality rules (including India's DPDP Rules) to follow.
Python Lab
Data engineering for beginners: pipelines, ETL vs ELT and clean data
What data engineers do, how a data pipeline works, the difference between ETL and ELT, and a small Python pipeline you can build this week.
Python Lab
What is data science? A practical roadmap (CRISP-DM made simple)
How data science differs from data analysis, the six CRISP-DM phases every project follows, and a beginner roadmap from spreadsheets to your first predictive model.
Learning paths
Learning Path
Complete Python Learning Path (Beginner to Project)
A step-by-step learning path to help you go from basics to building real projects with Python. Includes lessons, exercises and a final project.
Start this path