Posts

• Issue 16: A story of distributions Jun 24 '21
• Designing data intensive applications (reading) Jun 01 '21
• Issue 14: Market yourself, ACID transactions in DeltaLake, OpenSource and Bayesian ABTests May 21 '21
• Contributing to open source is not what I thought it was May 21 '21
• Overview of Bayesian AB Tests May 18 '21
• Issue 13: Kubernetes and DevOps concepts May 08 '21
• Kubernetes - Be sure of being ready for real zero downtime deployment May 05 '21
• Issue 12: Bayesian AB Tests Apr 20 '21
• Issue 11: Machine Learning Design Patterns Mar 25 '21
• Issue 10: Challenges in Deploying Machine Learning Mar 15 '21
• Different ways to tackle the data labelling bottleneck in machine learning Mar 09 '21
• Issue 9: Code standardization, container orchestration, lakehouse, cats: concepts needed to productionalize machine learning models Mar 01 '21
• Machine Learning Design Patterns Feb 23 '21
• Your cat might be better than focus Feb 23 '21
• Issue 8: Code standardisation and MLOps seen by Databricks Feb 16 '21
• Issue 7: Recommendation systems and data engineering jobs Feb 03 '21
• How can you connect to MLFlow registry remotely? Jan 25 '21
• Issue 6: The past, present and, future of AI and ML Jan 18 '21
• Comparison of different tools to do unit tests for data Jan 08 '21
• Issue 5: Resources to get started with Kubernetes Jan 06 '21
• A banal machine learning system where interpretability and explainability matter Jan 06 '21
• Issue 4: Resources to get an overview of a machine learning project Dec 23 '20
• A bug in data science Dec 13 '20
• Issue 3: Feature store, weird chatbot, XGboost for Spark and Airflow in Amazon Dec 10 '20
• The hidden face of sexism Dec 07 '20
• Four mistakes I've done in my career Dec 01 '20
• Issue 2: Unit tests for data, Data + AI summit, etc Nov 26 '20
• Unit tests for data Nov 24 '20
• Alibi-detect for data drift detection Nov 23 '20
• Model drift or how the pandemic killed thousands of predictive systems Nov 16 '20
• Issue 1: Data versioning, tips for Pytest, freelancing, etc Nov 12 '20
• The art of being right in your job Nov 09 '20
• How to win friends and influence people: a disappointing reading Nov 02 '20
• Failure is not what you think it is Oct 26 '20
• DataOps and MLOps: what is the difference between these two concepts? Oct 22 '20
• Stay focus with Pomodoro Oct 18 '20
• Data drift monitoring: hypothesis tests or statistical distances? Sep 30 '20
• Doing web without JavaScript, HTML nor CSS for data science Sep 18 '20
• Different ways to do data versioning Sep 15 '20
• Do data scientists act crazy? Aug 28 '20
• Is meritocracy possible? Is meritocracy acceptable? Answers from the book 'The rise of the meritocracy' Aug 27 '20
• Getting started with MLeap and Scikit-Learn May 27 '20
• How do I test with Apache Spark? Jul 30 '19