analytics - Daniil Okhlopkov

Daniil Okhlopkov

analytics

A collection of 4 posts

Kaggle tricks from Grandmaster & HFT Quant

Recently I came across this video from Kaggle Days Paris 2019 conference and found it very insightful. In this article, I will share all the unusual ML techniques mentioned in the video. These techniques can be immensely helpful in improving your ML model's performance for Kaggle competitions or real-world challenges

Run Metabase with Dokku

Run Metabase with Dokku

How to deploy Metabase (open-source BI tool) to production using Dokku PaaS (open-source Heroku alternative). Step-by-step guide Install Dokku Imagine that you have already rent a server for your project. I use Digital Ocean droplets (this is my referral link with a $100 deposit for new users). Id' suggest having

Integrate Amplitude with Telegram bot

Integrate Amplitude with Telegram bot

Want to know how your bots are used? Want to measure DAU, retention and build funnels? I'll show you how, with as low code as possible. The problem Websites have Google Analytics, mobile apps have Firebase. Both are really useful to understand how your service is being used and to

Measure texts similarity with Sentence Transformers (embeddings)

Measure texts similarity with Sentence Transformers (embeddings)

Imagine you have a lot of objects with text descriptions (users and their bios, tweets, comments) and you need to somehow cluster them: find groups of similar objects.