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Full Stack Data Engineering with Python

In this session, you'll see a full data workflow using some LIGO gravitational wave data (no physics knowledge required). You'll see how to work with HDF5 files, clean and analyze time series data, and visualize the results.
Apr 2024
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The full data workflow often involves many stages, from importing and processing the data to make it suitable for analysis, followed by some number crunching, and then presenting your insights.

In this session, you'll see a full data workflow using some LIGO gravitational wave data (no physics knowledge required). You'll see how to work with HDF5 files, clean and analyze time series data, and visualize the results.

Key Takeaways:

  • Learn how data engineering and data analysis combine into a larger workflow.
  • Learn how to prepare and analyze time series data.
  • Learn how to work with HDF5 files.
Topics
Python
Artificial Intelligence (AI)
DataLab