We invite you to Sberbank Data Science Journey 2018 - the race of machine learning algorithms
This fall, we again organize a large competition for machine learning Sberbank Data Science Journey. Every year we cover a new topic and now invite you to try the forces in AutoML. More specifically, in the development of a very skillful meta-algorithm capable of creating machine learning models independently: with data processing, character building, model training, selection of their parameters, and prediction of the target variable.
This year, for the solution of the problem, we will immediately award 13 teams. The rest of the details are in the post.
GitHub . In short, it is necessary to create an algorithm for machine learning, which automatically performs preprocessing of data, selection of a family of models, and selection of hyperparameters. And, of course, it meets all the conditions. For work, in addition to these conditions, is given. public set of dataset .
Each team of participants will be provided with a personal account on the contest website. The team can consist of a maximum of four people. During the competition, from September 19 to November ? participants will be able to upload to their personal cabinet. up to five decision-algorithms daily . All these solutions fall into the overall rating, where online are regularly checked on a set of closed test data. From the results, a table of general credit is drawn up, open to everyone - you can always estimate your success. Download solutions will be available until 3 November, 23:59:59 (here and further - Moscow time).
Among all its loaded solutions, each team will have to choose two that will present it in the final. This is additionally given 12 hours. Deadline by choice - 4 November, 12:00 .
Finally, the next 12 hours we will run the data on the final decisions and announce the prize-winner for site competition by the end of this period.
The developers of the ten decisions with the highest total rating will be awarded with cash prizes: ?00?000 rubles for the first place, 50?000 for the second place, 30?000 for the third, 20?000 for the fourth and fifth. All other places up to the tenth inclusive will receive 10?000 rubles each.
In addition, if the team is not too lazy to publish the solution on GitHub, it can receive another 10?000 rubles. We will play three such awards among the best decisions that will be laid out for public use. And by the way, this additional prize does not exclude the main prize.
The official award will be held on November 10 at the conference "Sberbank Data Science Day". We will also write more about confe. Transport costs of developers from other cities are taken on, but even if it does not entice you to the capital, the prize will still be paid.
In case of various misunderstandings, all information about the event with a dry legal language is available in a separate document . If you can not find the answer there or the question concerns the technical part, ask it at forum or in the comments to the post. We will be glad to your participation!
Sberbank Data Science Journey 2018
Interview with participants and organizers of SDSJ 2017
Report with SDSJ 2016
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