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Xomnia is a word combining the letter ‘X’ – the unknown – and “Omnia” – Latin for everything. Our team of data scientists and big data engineers are trained to find the undefined – X – in all the relevant data sources – Omnia. This unknown – X – is untapped business value. Combining the X and Omnia you get the Xomnia spirit. Eager, curious and dedicated people, who have the belief that the future is big data.

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Training

XomniaTrainingsData exploration and analysis with pandas
  • 09:30 - 13:00
  • Xomnia HQ
  • €400

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Data exploration and analysis with pandas

Before any business value can be extracted from data, some steps can never be skipped, such as cleaning, exploration and analysis of the data. Therefore, having the right tool available to get that job done is invaluable for any data scientist. Pandas is currently the most popular tool for this, as long as the data can be processed by a single machine.

Starting from the basics, you will get to know Series and Dataframes, the two elementary data structures in Pandas, and how to wrangle data by manipulating them. You will learn how to aggregate, merge, and join Dataframes, and how you can create plots to visualize and gain insights from the data.

Tools

  • Python
  • pandas
  • Matplotlib

Techniques

  • Data loading
  • Merging, joining, and aggregating data
  • Plotting
  • Data science
  • Analysis
  • Data wrangling
  • Pandas
  • Python