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Online competitions for newbies in Machine Learning

This is a navigation map for dummies like me in Data Science. Kaggle have few simple projects which the community already solved and there are some reviews about them which you can use for self assessment. Data sets provides plenty of data for possible questions.




Complete list of courses for quick start in Data Science

In our Data Science group we raised a question about courses which person could take to get started with Data Science. Some time ago I was applying to one investment program where I had to present the list of courses which I need funds. When I created that list I was thinking about quick introduction […]




Bottom-Up strategy for implementing changes in the organization

I’m certainly not the first one who faces obstacles in implementing changes in the organization from the bottom up and not the last one. I want to share some of my observations, conclusions and mistakes that I made along the way. Perhaps someone was in a similar situation, faced with similar obstacles and he managed […]




Data Science Glossary

In this article I put everything which I think important to be aware when you start learning Data Science. It includes math, statistic, DS concepts. I put examples where I can. The article is updated from time to time.




Data Science self-assessment topic list

Running a group by specialization is connected with understanding of the current awareness of the group about the subject that they’re interested in. This knowledge gives the opportunity to build a relevant road map for learning of the subject. Now I’m trying to build an assessment to get this understanding for the group which I’m […]



Quick glance at Dialogflow chat bot platform

I need to build a bot which can keep a small talk conversation in Slack and be smart enough to understand topics about programming. In the end the bot should able to give links to documents from the internal storage, or web resources using non-predefined answers. I’ve got no experience in bot development, but whatever […]




Presentations of Data Science project results

Short summary about presenting data science project results to public.




Road to Machine Learning and Data Science

The list of free and non-free resources and courses for quick start in Machine Learning and Data Science. I built this list by searching in Google and taking references from articles about ML and data science. It is updated from time to time and you also can suggest one in comments. The discipline can be divided […]




How to run xUnit tests on Jenkins

Jenkins does not support running of xUnit tests out of the box. So that you need to run it manually and import test results to Jenkins. This quick manual shows how to do this.




How To: Publish your assembly to private NuGet repository

This is quick guide to manage your NuGet package in your private server. Before going into steps with publishing a NuGet package you need to have prepared assembly. Also you should download NuGet.exe CLI from nuget.org/downloads Steps Command Description Comment nuget.exe spec Create *.nuspec file to describe the package The command should be executed in the folder with […]