# New Videos

- [Intro to using DuckDB with Python](/bryan-cafferkys-training-content/my-youtube-channel/new-videos/intro-to-using-duckdb-with-python.md): Scale and speed up your data analysis in Python using DuckDB, a free, open-source, fast, and performant singe machine OLAP analytical database.
- [What You Need to Learn for Your Career Path (Data Engineer used as an example)](/bryan-cafferkys-training-content/my-youtube-channel/new-videos/what-you-need-to-learn-for-your-career-path-data-engineer-used-as-an-example.md)
- [Quick Review of the Best App Dev Tools & Services](/bryan-cafferkys-training-content/my-youtube-channel/new-videos/quick-review-of-the-best-app-dev-tools-and-services.md): Quick & Easy App Development Tools Explained
- [Master Databricks and Apache Spark Step by Step: Series Update - What's Changed?](/bryan-cafferkys-training-content/my-youtube-channel/new-videos/master-databricks-and-apache-spark-step-by-step-series-update-whats-changed.md): Added this video to explain what has happened since I first created the Master Databricks Video Series.
- [Using Python Virtual Environments](/bryan-cafferkys-training-content/my-youtube-channel/new-videos/using-python-virtual-environments.md): Required for all Python developers.  Learn how to separate your project from package dependencies.
- [How to Use Databricks Identity Columns](/bryan-cafferkys-training-content/my-youtube-channel/new-videos/how-to-use-databricks-identity-columns.md)
- [How to Build a Databricks Workflow](/bryan-cafferkys-training-content/my-youtube-channel/new-videos/how-to-build-a-databricks-workflow.md)
