07.04.2024
Here is the services comparison between 3 major could providers: Amazon AWS, Google Cloud and Azure. The comparison in the picture will be useful in cases when you work with several cloud providers or you migrate from one provider to another.…
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03.09.2023
Let’s talk about fakes!I’ve been seeing this video on Linkedin for a week or more. Three days ago, a crowd of people sent it to me with the words “see how they can.” And today different ML channels with different text started reposting it. Why do people lack critical thinking?I’m not 100% sure it’s fake.…
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15.08.2023
A technical guide on how to launch an NFT-collection on the Ethereum blockchain with an ERC721 smart-contract, based on Open Zeppelin, and than putting it for sell on the OpenSea and Blur marketplaces.…
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10.08.2023
To publish Remix contract code in Github gist, it will ask you an access token: 1. Go to Remix1 settings and create one: 2. Go to Github gist2 link, mentioned in the Github section of Remix Settings, choose Expiration date and hit “Generate token”: 3. Insert this token in the “Github” fields of the Remix…
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28.07.2023
A lot of trading bots were built for the macro DeFi hedge fund (Edge Capital Management LLC) to trade on different cyptocurrency exchanges (CEX) including the top ones. The bots are based on the CEX APIs and own databases to monitor their performance.…
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vOtpuskSam.ru – is an AI powered daily feed of YouTube travel videos on a map, based on NLP and Named Entity Recognition. The project is founded and built by BeWebi, and shows current geo position of travel bloggers, their videos, and allows to watch the videos on the platform. The main problem of modern society…
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My silver medal solution of a Kaggle challenge from Two Sigma, 2019. The aim of the contest was to do the best stock movement prediction based on news and market data. Full description of the challenge: The leader board can be found here (#124). The solution You can find the source code here…
Read more25.07.2023
Tiny image net 8.2 Tiny image net 8.1 MIPT course final project MIPT course. NLP: tweets classifying with CNN MIPT course. NLP: tweets classifying with simple NN MIPT course. NLP: tweets classifying with Regression and Baies MIPT course. Used cars price prediction with Regressions MIPT course. Fruit image recognition with Pytorch on GPU MIPT course.…
Read moreInternational Data Analysis Contest held on 11.2020 (the contest website is here). The participants had to determine the size of the proppant grains and the number of granuls from the photograph. My solution to the contest is placed on Kaggle. Achieved rating: #60 of 157 contestants (Team name: Loft).…
Read more22.07.2023
1. Credit scoring in telecom (MegaFon) Target: Identification of subscribers who are highly likely to return a loan or promised payment for the purposes of marketing campaigns. Tools: Logit , regression analysis 2. Churn prediction, scoring of subscribers by the probability of churn in telecom (MegaFon) Target: Identification of subscribers planning to switch operators to…
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20.07.2023
1. Update your existing list of packages: 2. Install a few prerequisite packages which let apt use packages over HTTPS: 3. Add the GPG key for the official Docker repository to your system: 4. Add the Docker repository to APT sources: 5. Make sure you are about to install from the Docker repo instead of the default…
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