Hello! Next week, on Tuesday, April 24, we invite Data Science specialists to the mitap, which we organize together with the AI ​​Community and AI Today. Let's talk about the most terrible mistakes that make DS. We discuss in detail the CRISP-DM and Tips & Tricks, which can be used in the work. You will hear the reports of Ivan Guz, Igor Slinko and Stanislav Gafarov. Register for a meeting and invite colleagues. Under the cut - theses of speeches, links to the registration and video broadcast mitap.

Reports

Common mistakes at every stage of CRISP-DM and how to avoid them. Ivan Goose (Avito)

CRISP-DM helps to structure the research process and is very easy to understand and learn. However, the apparent simplicity hides a large number of pitfalls that are not so obvious, and the collision with which often leads to the failure of DM-projects. In his report, Ivan will talk about many years of experience in using CRISP-DM in Avito, the main mistakes that were made and how they were fought. Top 10 errors will be presented, which students could easily remember and use in their work.

Tips, Tricks and Hacks for Data Scientist. Igor Slinko

This report is a collection of tips that Igor endured for himself while working as an ML specialist. At the meeting, he plans to talk about what mistakes await in solving the problem in ML, to answer the question of how to keep up with progress and tell what nontrivial methods will help to create a project that was evaluated during the development years.

CRISP DM experience, and how to avoid mistakes. Stanislav Gafarov (SberTech JSC)

In the report we will consider the process Crisp DM, we will designate the limitations of this process. Focus on business mistakes and data understanding. Let's talk about the "rakes" associated with the preparation of data, creating a model, as well as rolling out the model into commercial operation. Well and at the end we will talk about those involved in data science and possible growth zones.

schedule

18:45 - 19:15 - Collection of guests.
19:15 - 19:45 - Typical errors at each stage of CRISP-DM and how to avoid them. Ivan Goose (Avito).
19:45 - 20:15 - Tips, Tricks and Hacks for Data Scientist. Igor Slinko.
20:15 - 20:45 - Experience in the CRISP DM standard, and how to avoid mistakes. Stanislav Gafarov (SberTech JSC).
20:45 - ... - Informal communication in the nearest pub.

Passwords and attendances

Participation in the event is free, registration is required .
Address: Avito office, Lesnaya 7 .
The broadcast will be organized on the day of the meeting on our youtube-channel AvitoTech . Subscribe to not miss anything!

See you!