Data Science & XP Explained: Principles

The values described in Extreme Programming Explained are the foundation on which principles and practices are built. Last time we started to talk about those values through the lens of data science.

Today I’m going to describe some of the principles outlined by Beck and Anders, again asking whether they are applicable to data science, and whether data science could benefit from their application.
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Cloud Foundry for Data Science talk

Data Science Lab
I’m excited to be giving a talk at the Data Science Lab meetup which has recently started in London. The topic is going to be how to use the open source Cloud Foundry platform for data science.
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Data Science & ‘Extreme Programming Explained’

A new event in the Pivotal London office this week was our first lunchtime book club meeting. The first book suggested for discussion was Kent Beck and Cynthia Andres’ Extreme Programming (XP) Explained (2nd Edition).

This is a classic of the agile programming community and Kent Beck’s shorter first edition (1999) can lay claim to being one of the first books about agile programming practices. In this long post I’m going to start discussing the message of the book, and how I think some of the ideas apply in the world of data science. [Update: The next part of this post about principles is now up.]

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Python on Cloud Foundry

I’m very happy to be giving a talk at the latest PyData conference in New York this weekend.

This is a long post but I wanted a place to collect all the code I am showing in my talk and to provide a few more resources for those interested in trying out Python on Cloud Foundry further.

Resources Cloud Foundry

What is Cloud Foundry?

My talk is about how to use Python and the PyData stack on Cloud Foundry the open source cloud platform. Cloud Foundry started life at VMware and development transferred to Pivotal when it was formed. Cloud Foundry has grown much bigger since then with over 30 companies joining together to form the Cloud Foundry Foundation which will guide the development of the open source project.
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DataDive toolbelt

logo-datakindWhat tools do you need to bring to a DataDive? The next DataKind UK DataDive is taking place in two weeks time in London. I took part in one of the previous DataDives and I would highly recommend the experience for anyone with data science or analytical skills who wants to help charities use their data.

The DataDives take place over the course of a weekend and in that time you have to decide on a charity to work with, understand their data and goals, perform your analysis and present your results in a usable form. That’s a lot to get through in just over two days so it’s very important to be able to get up and running quickly with the analysis. I thought it might be useful to list the software and tools that I will be packing in my DataDive toolbelt this time around. Continue reading…

 
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