The Data Stack – Download the most complete overview of the data centric landscape.

This blog post offers an overview and PDF download of the data stack, thus all tools that might be needed for data collection, processing, storage, analysis and finally integrated business intelligence solutions.

(Web)-Developers are used to stacks, most prominent among them probably the LAMP Stack or more current the MEAN stack. On the other hand, I have not heard too many data scientists talking about so much about data stacks – may it because we think, that in a lot of cases all you need is some python a CSV, pandas, and scikit-learn to do the job.

But when we sat down recently with our team, I realized that we indeed use a myriad of different tools, frameworks, and SaaS solutions. I thought it would be useful to organize them in a meaningful data stack. I have not only included the tools we are using, but I sat down and started researching. It turned out into an extensive list aka. the data stack PDF. This poster will:

  • provide an overview of solutions available in the 5 layers (Sources, Processing, Storage, Analysis, Visualization)
  • offer you a way to discover new tools and
  • offer orientation in a very densely populated area

Continue reading about The Data Stack – Download the most complete overview of the data centric landscape.

Tags: , , , , , ,

Startup tool inspiration – what we use

Liip has a fair number of startup customers who often struggle with finding the right set of tools, so I will share here a bit what we are using on a daily basis. We traditionally use a lot of open source tools in our projects. For our infrastructure tooling we also use a fair bit of open source but also an ever increasing amount of SaaS products. Additionally we build some tools internally, some of which we have made open source. One of my holacracy roles is called “Platform Gardener” with the purpose “Provide corporate-wide streamlined digital services and tools”. This role gives me a pretty good overview of the tools we use, which I would like to share below.

Continue reading about Startup tool inspiration – what we use