My Databricks Handbook
After years of building in-house ML platforms, we migrated to Databricks in December 2024. This handbook shares practical tips and tricks for working with the...
Read more →Data Engineering & Analytics
ETL pipelines, data processing, infrastructure, analytics, visualization, and insights discovery
Deploy your data pipeline with Docker and AWS ECS
I recently decided to experiment with Docker containers to build standalone applications to optimize the operation flow of my different data/scraper pipelines. I have limited...
Read more →
Deploy a pipeline to collect data on Twitter and Google trends
Hello, in this article, I will give you a quick tour of a project that I recently resurrected from the dead to collect the French...
Read more →
Build an image classifier with fastai
I recently started to prototype an image classifier at work, and this work led me to the fastai package that I had in my backload...
Read more →
Kickstart a big data project with AWS EMR and Pyspark
Hello readers, I wanted a long time to write an article on an AWS service that I am using in my daily job called EMR....
Read more →
How to build a dataset for an image classifier from scratch (related to cars)
In this article, I am going to present a pipeline that I built a few weeks ago to collect data (text and pictures) from the...
Read more →
Dive in HearthStone from a data perspective
Hello, in this article, I am going to detail a dataset that I built a few weeks ago on the game Hearthstone.
Read more →
PUBG - Make analytics with AWS and plotly
For this article, I am going to start the analysis of the data extracted with the pipeline explained on this article. The goal of this...
Read more →
Build a data pipeline on AWS
I started this project in echo of the Kaggle competition related to PUBG, where the goal was to predict the player rank in the match,...
Read more →
Scraping and analysis of the Crossfit Opens data
Learn how to build a web scraping system to collect and analyze Crossfit Open data, including athlete profiles, gym information, and performance metrics from the...
Read more →
Building a dashboard with Dash (plotly), AWS and Heroku
Learn how to build an interactive dashboard using Dash (Plotly) to visualize personal fitness and health data from Nokia devices, Strava, and Crossfit sessions.
Read more →
How to deploy a Messenger bot in Python
Hello reader, in this article I will explain my approach to deploy a chatbot in Python on the Messenger platform.
Read more →