analytics - Daniil Okhlopkov

Daniil Okhlopkov

analytics

A collection of 5 posts

Deploy Celery Flower to production with Dokku

Imagine that you already have a Celery cluster deployed in production. Now you want to monitor it. What's the best way to do it? Despite Celery being one of the most popular way to distribute work load across multiple processes and servers in Python, its ecosystem lacks monitoring

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

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

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

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.