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...
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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...
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A comprehensive overview of matrix factorization techniques for recommender systems, from SVD to deep learning approaches, with practical implementation tips.
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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...
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For a few months, I wanted to test DVC, a toolkit around versioning for ML projects built by iterative. I tried it a bit at...
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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...
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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....
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In this article, there will be an overview of the service of AWS Sagemaker. The idea will be to see from my DS perspective how...
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Since I published the article on the London smart meter and the possible analysis of the data, I am receiving regularly messages of people that...
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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,...
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Learn how to build an interactive dashboard using Dash (Plotly) to visualize personal fitness and health data from Nokia devices, Strava, and Crossfit sessions.
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