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January 17, 2025 •

Data Engineering

How we migrated from AWS Glue to Snowflake and dbt

dbt ans Snowflake data engineering tips for efficient data products migration. It's a deep dive in data transformations, data tests ans data quality.

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Machine Learning
Data Engineering
Computer Vision
Python
Methodologie
Generative AI
Intelligence Artificielle

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December 3, 2024

Thanks pyenv + poetry, but I’ll use uv for Python virtualenvs now!

Computer Vision
Financial Institutions to Modernise Legacy Systems with GenAI

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3 Steps for Financial Institutions to Modernise Legacy Systems with GenAI

Generative AI

September 19, 2024

How LLM Monitoring builds the future of GenAI ?

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Optimize Your Google Cloud Platform Costs with Physical Bytes Storage Billing

September 5, 2024

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How I built an AI-powered phone answering machine - A short history of voice synthesis Part 2

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June 26, 2024

Key data engineering skills to elevate your data science projects

Data Engineering

June 25, 2024

Generative AI: Learn How to Control Image Generation with Stable Diffusion

Computer Vision
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June 18, 2024

Using Causal Impact For Deeper Insights Beyond A/B Testing

Machine Learning

June 10, 2024

How Data & ML Engineers Can Uncover Memory Leaks Before They Hit Production

Data Engineering

April 18, 2024

Create Your Own Multimodal Search Engine Using Google’s Vertex AI

Data Engineering

April 3, 2024

Postman: Elevate your Data Projects with Effective API Testing

Data Engineering
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March 4, 2024

GCP Associate Cloud Engineer: A Guide to First-Time Success

Data Engineering

March 4, 2024

How to master LightGBM to efficiently make predictions

Machine Learning

February 19, 2024

FastAPI and Pydantic: A Powerful Duo

Data Engineering

January 16, 2024

Boost Your Data Projects with Pydantic: Validation and Efficiency

Data Engineering

January 15, 2024

Mastering Volume Computation of Objects from Videos

Computer Vision
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mob.sh, The Best tool to Boost Learning from Pair Programming on your day to day projects

Methodologie
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November 28, 2023

Elevate Data Quality Checks: dbt and Elementary Integration Explored

Data Engineering

November 14, 2023

Sicarator: the Opinionated Project Generator for Efficient Machine Learning

Machine Learning
tondarron

October 26, 2023

How to speed up your Python & Poetry GitlabCI with Docker

Data Engineering

October 18, 2023

Data quality: how to have reliable data with Sifflet?

Data Engineering

October 12, 2023

A 3-Step Guide For Beginner LangChain AI Developers To Build Custom LLM Assistants That Automate Tedious Work While You Focus On What Matters

Machine Learning

October 2, 2023

Open-Source LLMs vs OpenAI: a Detailed Overview

Intelligence Artificielle

September 27, 2023

Mastering LightGBM: Unravelling the Magic Behind Gradient Boosting

Machine Learning

September 4, 2023

LLM security challenges: 5 minutes towards best practices

Machine Learning

August 23, 2023

How GPT-4 from ChatGPT allows me to make better Data Science decisions

Machine Learning

July 12, 2023

Accelerate Your Projects with Copilot: Tips for Improving Your Development Flow

Data Engineering

July 4, 2023

Toward Data Mesh: why your data team is about to explode

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June 21, 2023

The Fastest Way to Boost your Code Quality: Use Ruff Linter

Machine Learning

June 8, 2023

NLP for preprocessing text data at scale with GCP Dataproc

Data Engineering

May 10, 2023

OSLO: Few-Shot Open-Set Recognition with a simple framework

May 4, 2023

How to create BigQuery data pipelines with Airflow and Docker

dbt x Airflow

April 20, 2023

Master your data transformation with dbt and Apache Airflow

Data Engineering

March 28, 2023

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Data Engineering

March 23, 2023

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Data Engineering

March 10, 2023

Polars vs Pandas : A new era for Python DataFrames

Data Engineering

February 23, 2023

Quick win for few-shot learning classification: support set augmentation

Computer Vision

February 14, 2023

Few-Shot Learning Benchmarks are Flawed: How can we fix them?

Computer Vision

February 6, 2023

Understanding what’s under the hood of Tensorflow Mixed Precision

Machine Learning

January 31, 2023

Behavior Driven Development: a Data Scientist perspective

Methodologie

January 23, 2023

Stable Diffusion Inpainting: Generate a Custom Dataset for Object Detection

Computer Vision

January 20, 2023

Getting started with Airflow: how to master your workflow

Machine Learning

January 13, 2023

How to use time profiling in Python to make your code faster

Data Engineering

December 22, 2022

Style transfer: what you need to know to get started

Computer Vision

December 22, 2022

DBT & Kubernetes: the perfect duo for your data pipelines

Data Engineering

November 28, 2022

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Data Engineering

October 19, 2022

Databricks x DataHub: How to set up a Data Catalog in 5 minutes

Data Engineering

October 18, 2022

How to improve python unit tests thanks to Hypothesis!

Python

October 11, 2022

Python 3.11: What are the best new features?

Python

October 6, 2022

End-to-end data pipeline tests on Databricks

Data Engineering

September 21, 2022

Data migration: Thinking about using AWS Data Pipeline?

Data Engineering

September 19, 2022

Machine learning metrics are as essential as your model

Machine Learning

September 6, 2022

Fundamentals of NLP with multi-choice question generation

Machine Learning
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August 26, 2022

Mypy: get rid of Python bugs with static type-checking!

Python

June 22, 2022

Active Learning in Machine Learning

Machine Learning

June 7, 2022

The Carbon Footprint of an AI project

Machine Learning
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June 7, 2022

Reconciling Databricks Delta Live Tables and Software Engineering Best Practices

Data Engineering

May 13, 2022

Streamlit: Python Dashboards to Monitor your Django Database.

Computer Vision

May 2, 2022

Meta High-Resolution Population Density Map

Data Engineering

April 27, 2022

Data pipeline: Strategies to manage invalid records

Data Engineering

April 12, 2022

Why Self-Supervised Learning is the future of Computer Vision?

April 12, 2022

Carbon footprint monitoring for your cloud project!

Data Engineering

April 8, 2022

Image annotation made faster: label 3k images in just 30 minutes!

Computer Vision

April 8, 2022

Summarization with Transformers: Setting up for Success

Machine Learning

April 8, 2022

Don’t lose data while reading csv files with Spark

Data Engineering

April 8, 2022

Track DVC Pipeline Runs with MLflow

April 8, 2022

Few-Shot Learning: Automatically remove outliers in the support set

Computer Vision

April 8, 2022

How to run Pandas code on Spark

Data Engineering

April 8, 2022

4 things you should know before starting a project of Edge AI on Coral TPU

Computer Vision

April 8, 2022

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Computer Vision

April 8, 2022

Sign Language Recognition - using MediaPipe & DTW

Computer Vision

April 8, 2022

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Machine Learning

April 8, 2022

MLOps: How to deploy model on serverless backend with Terraform

Data Engineering
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April 8, 2022

Pruning in Computer Vision: Smaller and Faster

Computer Vision

April 8, 2022

The Zen of Python - Towards Better Python Code

Data Engineering

April 8, 2022

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Computer Vision

April 8, 2022

Automate DVC Pipelines Reproduction with Makefile

Machine Learning

April 8, 2022

An Overview of Optical Character Recognition (OCR) in 2021

Computer Vision
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April 8, 2022

Azure Durable Functions for ETL Orchestration

Data Engineering

April 8, 2022

TextBoxGAN : How to Generate millions of text boxes

Machine Learning

April 8, 2022

How to Build Customizable Web UI for ML with Streamlit and DVC

Computer Vision

April 8, 2022

How To speed up your python code with JAX

Machine Learning

April 8, 2022

Your Own Few-Shot Classification Model Ready in 15mn with PyTorch

Computer Vision

April 8, 2022

How to Publish Data Outside Your Data Lake with a Spark Connector

Data Engineering

April 8, 2022

How to create Deformable Image Registration using Deep Learning

Computer Vision

April 8, 2022

Few-Shot Image Classification with Meta-Learning

Machine Learning

April 8, 2022

Image Registration: From Scale-invariant feature transform to Deep Learning

Computer Vision

April 8, 2022

Interpretability of Deep Learning Models with Tensorflow 2.0

Machine Learning

April 8, 2022

Python: How to Train your Own Model with NLTK and Stanford NER Tagger?

Machine Learning

April 8, 2022

Discover how to set up TensorFlow with Docker and GPU in few Minutes

Machine Learning

April 8, 2022

How evolution taught us the genetic algorithm ?

Machine Learning

April 8, 2022

Surgical Time Tracking in Python : how to improve your performance

Machine Learning

April 8, 2022

Introduction to Deep Q-learning with SynapticJS & ConvNetJS

Machine Learning

April 8, 2022

Set Up Your Real Time Chat App On Amazon EC2 With Docker and Feathers

Data Engineering

April 8, 2022

Explore NeurIPS (NIPS) papers selection for the 2018 edition

Machine Learning

April 8, 2022

How to use Naive Bayes Classification With Sklearn Python Library

Machine Learning

April 8, 2022

Learn to Test Your Pyspark Project with Pytest

Machine Learning

April 8, 2022

Introducing tf-explain, Interpretability for TensorFlow 2.0

Machine Learning

April 8, 2022

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Machine Learning

April 8, 2022

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Data Engineering

April 8, 2022

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Data Engineering

April 8, 2022

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Machine Learning

April 8, 2022

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Data Engineering

April 8, 2022

How Does Your Computer Generate Random Numbers with Numpy ?

Machine Learning

April 8, 2022

How Apache Airflow performs task distribution on Celery workers

Data Engineering

April 8, 2022

Git Branch Control when Deploying on AWS with Serverless

Data Engineering

April 8, 2022

Keras Implementation of Deblur GAN : Application to Image Deblurring

Computer Vision

April 8, 2022

How to implement a Fast Custom KNN in Sklearn Using Cython

Machine Learning

April 8, 2022

Face Detectors: Understand DSFD and the State-of-the-art Algorithms

Computer Vision

April 8, 2022

Determine Your Network Hyperparameters With Bayesian Optimization

Machine Learning

April 8, 2022

Deep Learning Memory Usage and Pytorch Optimization Tricks

Machine Learning

April 8, 2022

Build Your Own Cloud with Kubernetes and Some Raspberry Pi

Data Engineering

April 8, 2022

Best Open Source Annotation Tools for Computer Vision

Computer Vision

April 8, 2022

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Data Engineering

April 8, 2022

Quick tutorial : How to Automate AWS Tasks Thanks to Airflow Hooks

Data Engineering

April 8, 2022

How to optimize Convolutional Layer with Convolution Kernel

Machine Learning

April 8, 2022

3 Steps to Improve the Data Quality of a Data lake

Data Engineering

April 8, 2022

Convert PostgreSQL query to BigQuery Standard SQL

Data Engineering

April 8, 2022

How to deal with Edge Detection in Opencv 4.0, A 15 Minutes Tutorial

Computer Vision

April 8, 2022

3 Reasons Why We Are Far From Achieving Artificial General Intelligence

Machine Learning

April 8, 2022

How to Train and Deploy Custom Models with Amazon SageMaker - Part 1

Data Engineering

April 8, 2022

TensorFlow 2.0 Tutorial : Optimizing Training Time Performance

Machine Learning

April 8, 2022

Manual adjustment of hyperparameter using with Keras Tuner

Computer Vision

April 8, 2022

GrabCut for Automatic Image Segmentation [OpenCV Tutorial]

Computer Vision

April 8, 2022

Optimize Response Time of your Machine Learning API in Production

Machine Learning

April 8, 2022

OCR in the Wild: SOTA in Text Detection and Text Recognition

Computer Vision

April 8, 2022

Migrating Monolithic Apps to Serverless Architecture on AWS

Data Engineering

April 8, 2022

End-to-end Object Detection with Template Matching using Python

Computer Vision

April 8, 2022

EasyFSL: Easy and Reliable Code for Few-Shot Learning

Computer Vision

April 7, 2022

Under the hood of staticmethod: let’s recode this decorator!

Data Engineering