Machine Learning by Jesper Dramsch

Increase citations, ease reviews and facilitate collaboration – Model Sharing

Jesper Dramsch machine learning, reproducibility, SSI, tutorial, read in 6 minutes

Model Sharing¶Some journals will require the sharing of code or models, but even if they don’t we might benefit from it. Anytime we share

September 22, 2022

Increase citations, ease reviews and facilitate collaboration – Benchmarking

Jesper Dramsch machine learning, reproducibility, SSI, tutorial, read in 3 minutes

Benchmarking¶Another common reason for rejections of machine learning papers in applied science is the lack of proper benchmarks. This section will be fairly

September 18, 2022

Increase citations, ease reviews and facilitate collaboration – Model Evaluation

Jesper Dramsch machine learning, reproducibility, SSI, tutorial, read in 8 minutes

Model Evaluation¶Applying machine learning in an applied science context is often method work. We build a prototype model and expect want to show

September 14, 2022

Increase citations, ease reviews and facilitate collaboration – Data Prep

Jesper Dramsch machine learning, reproducibility, SSI, tutorial, read in 9 minutes

Getting to know the data¶This tutorial uses the Palmer Penguins dataset. Data were collected and made available by Dr. Kristen Gorman and the Palmer

September 10, 2022

EuroScipy 2022 Tutorial: Increase citations, ease review & collaboration

Jesper Dramsch machine learning, reproducibility, SSI, tutorial, read in 7 minutes

A collection of "easy wins" to make machine learning in research reproducible. This tutorial focuses on basics that work. Getting you 90% of the way

September 6, 2022

How to increase citations, ease reviews and facilitate collaboration for ML in applied science

Jesper Dramsch machine learning, reproducibility, SSI, tutorial, read in 4 minutes

Are you a scientist applying ML? I wrote a tutorial with ready-to-use notebooks to make your life easier! Let's focus on 3 aspects: More Citations Easier Review Better

September 3, 2022

The easiest Machine Learning method to get started on Kaggle

Jesper Dramsch data science, kaggle, machine learning, story, read in 2 minutes

The first time on Kaggle, I was ✨intimidated✨. All these smart people, big companies, and serious prize money. Competitors have years of experience ahead

August 16, 2022

100 Machine Learning Tips

Jesper Dramsch AI, machine learning, youtube, read in 26 minutes

We have something to celebrate! The Youtube channel was accepted into the Youtube Partner programme. And that's why I want to share 100 machine learning

July 18, 2022

Take these 3 courses to level up your MLOps skills

Jesper Dramsch course, mlops, read in 1 minutes

Putting models in production is one of the most thought-after skills in hiring machine learning talent. Be it server-scale or webapps. Get your models off

May 2, 2022

Learn Machine Learning Engineering with these 3 Books

Jesper Dramsch books, machine learning, read in 1 minutes

Do you learn best with a well-written book and want to dive into MLE? Prepare for Machine Learning Engineering 101 Book Edition! Check out these

May 1, 2022

Deepmind built a competitive coding AI called AlphaCode here's the gist of it

Jesper Dramsch deepmind, machine learning, transformer, read in 4 minutes

I'm obsessed with Alphacode. How do you go from a mediocre text generator to an AI that can compete competitively? Deepmind attempts this with AlphaCode. Let's

February 6, 2022

4 Tools Kaggle Grandmasters use to win $100,000s in competitions

Jesper Dramsch competition, kaggle, tips, tricks, read in 2 minutes

4 Tools Kaggle Grandmasters use to win $100,000s in competitions Expertise is figuring out what works and what doesn't. Why not let the experts tell

February 2, 2022

How to deal with data changing and machine learning models doing worse after training

Jesper Dramsch drift, machine learning, production, read in 2 minutes

Machine Learning in Production 101 I just finished some writing for the UN (ITU) about machine learning models in production. Wonder how to deal with

January 28, 2022

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