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How to make your Python Docker images secure, fast & small

How to make your Python Docker images secure, fast & small

Exploring Image Layers and Implementing Multistage Builds
Go to the profile of Björn van Dijkman
Björn van Dijkman
How to Set Yourself Achievable Deadlines and Avoid the Planning Fallacy

How to Set Yourself Achievable Deadlines and Avoid the Planning Fal...

Never miss a deadline and always deliver projects on time
Go to the profile of Andrei Pascanean
Andrei Pascanean
How to use slim CI with dbt-core

How to use slim CI with dbt-core

Run modified or new dbt models on a limited dataset using Cloud Storage and Github Actions
Go to the profile of Björn van Dijkman
Björn van Dijkman
Lessons Learned 2021 Q4: challenges faced by a Machine Learning Engineer

Lessons Learned 2021 Q4: challenges faced by a Machine Learning Eng...

Tech 💾, Business 📈 and Personal 🤠. It’s all in there.
Go to the profile of Andrei Pascanean
Andrei Pascanean
How to enforce good Pull Requests on Github

How to enforce good Pull Requests on Github

Using a pull request template, labeler and a semantics file
Go to the profile of Björn van Dijkman
Björn van Dijkman
Getting Started with Dash — Web Dev for Data Scientists ✨

Getting Started with Dash — Web Dev for Data Scientists ✨

Find the final piece of the puzzle and present your hard work to stakeholders — beautifully.
Go to the profile of Andrei Pascanean
Andrei Pascanean
Radio DJs hate this one simple machine learning model [SpotifAI Part 1]

Radio DJs hate this one simple machine learning model [SpotifAI Par...

It’s Friday evening and you’re in a bar with your friends. One drink follows the other when a quite familiar song comes along.
Go to the profile of Andrei Pascanean
Andrei Pascanean
Why Data Scientists should write Unit Tests for their code

Why Data Scientists should write Unit Tests for their code

A practical example of testing your code using Pytest
Go to the profile of Björn van Dijkman
Björn van Dijkman
Understanding Neural Networks

Understanding Neural Networks

Understanding neural networks better by approximating f(x) = x² using the universal approximation theorem.
Go to the profile of Jasper Derikx
Jasper Derikx
What’s in a name? A perspective on emerging data science roles

What’s in a name? A perspective on emerging data science roles

With the field of data science maturing, so are the titles of the people working in the field. For a long time, my colleagues and I mainly…
Go to the profile of Lieke Kools
Lieke Kools
Speed up your Python development workflow in 5 minutes with pre-commit and Makefile

Speed up your Python development workflow in 5 minutes with pre-com...

Go to the profile of Bart van Aalst
Bart van Aalst
3 overlooked issues for business managers when working with data scientists

3 overlooked issues for business managers when working with data sc...

Theory translated to practical examples, from a data scientist’s perspective
Go to the profile of Loek Gerrits
Loek Gerrits
Everything (junior) Data Scientists always wanted to know about software development but were…

Everything (junior) Data Scientists always wanted to know about sof...

Some years ago, I used to think I was a data scientist because I was able to understand and implement ML, I had experience with data in…
Go to the profile of Max Del Vecchyo
Max Del Vecchyo
Wildlife Protection with Image Recognition

Wildlife Protection with Image Recognition

This blog illustrates along a tangible real-life example how computer vision can be of value in the area of wildlife conservation
Go to the profile of Mike Kraus
Mike Kraus
Representations from Rotations: extending your image dataset when labelled data is limited

Representations from Rotations: extending your image dataset when l...

Deep learning networks benefit greatly from large data samples. State-of-the-art image classifiers and object detectors are all trained on…
Go to the profile of Richard Bartels
Richard Bartels
Image Recognition in practice

Image Recognition in practice

How can AI improve the busiest railway network of Europe.
Go to the profile of Jasper Derikx
Jasper Derikx
Het scoutings-algoritme van Almere City FC

Het scoutings-algoritme van Almere City FC

Met behulp van data science is Almere City FC in staat spelers in kaart te brengen die over het hoofd gezien worden door de concurrentie…
Go to the profile of Loek Gerrits
Loek Gerrits
COVID-19: het interpreteren van getallen in context

COVID-19: het interpreteren van getallen in context

Een korte blog over hoe cijfers in perspectief gezien moeten worden wanneer deze de revue passeren in de media.
Go to the profile of Loek Gerrits
Loek Gerrits
How to understand your complex machine learning algorithm, and why you should use SHAP.

How to understand your complex machine learning algorithm, and why ...

Spoiler alert: you should use SHAP to understand your complex machine learning algorithm.
Go to the profile of Max Del Vecchyo
Max Del Vecchyo
Taking Python beyond your local machine with Docker

Taking Python beyond your local machine with Docker

You’ve been coding with Python for a while, but have always ran your scripts on your local machine. You want to take it to the next level…
Go to the profile of Chiel Fernhout
Chiel Fernhout
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