Python, SQLAlchemy, and SQL: A Powerful Trilogy for Data Scientists
- Track:
- Data preparation and visualisation
- Type:
- Talk (long session)
- Level:
- intermediate
- Duration:
- 45 minutes
Abstract
As data analysts and scientists, we often find ourselves working with large datasets, trying to extract In this talk, we'll explore the powerful trilogy of Python, SQLAlchemy, and SQL, and demonstrate how these tools can streamline your data analysis workflow. We'll introduce the basics of SQLAlchemy, the popular Python SQL toolkit, and show how it can be used to interact with a variety of databases.
Through real-world examples, we'll dive deeper into the world of SQL, exploring advanced querying techniques and best practices for database design. You'll learn how to write efficient SQL queries, optimize database performance, and leverage SQLAlchemy's features to simplify your database interactions.
By the end of this talk, you'll have a deeper understanding of how Python, SQLAlchemy, and SQL can be used together to supercharge your data analysis workflow. Whether you're a seasoned data scientist or just starting, this talk will provide you with practical tips and techniques to take your data analysis skills to the next level.