Real-world Machine Learning by Jesper Dramsch

Pandas borrows a core concept from SQL and these 3 emoji tell you exactly how to use it

Jesper Dramsch pandas, python, sql, read in 2 minutes

Pandas borrows a core concept from SQL: the Join But there are so many different types of joining two DataFrames Let's make this easy and go

January 31, 2022

3 Ways you can use Jupyter Notebook as an excellent Communication Tool

Jesper Dramsch code quality, coding, jupyter, notebooks, python, read in 2 minutes

People love to hate Jupyter Notebooks! They're missing out on a great communication tool. Here's how data scientists and machine learners can build great Jupyter

January 30, 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

January 28, 2022

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My first first-author paper broke 50 citations. I think I know why and you can do it too

Jesper Dramsch coding, python, reproducibility, research, read in 2 minutes

My first first-author paper broke 50 citations. I think I know why and you can do it too. I shared my code and made

January 27, 2022

You can shortcut 90% of Data Structures and Algorithms courses by learning about Big O notation

Jesper Dramsch coding, python, read in 2 minutes

You can shortcut 90% of the course by learning this one simple concept: Big O Notation. Learning about Big O helped me write faster code,

January 26, 2022

Machine Learning engineers need to learn from radiologists to truly understand human-labelled data

Jesper Dramsch machine learning, medicine, read in 2 minutes

Human labels are biased, but even worse than you think. Your machine learning models aren't performing well? ML engineers need to learn from radiologists to

January 24, 2022

The biggest lie we tell students - Industry or Academia

Jesper Dramsch career, jobs, read in 2 minutes

The biggest lie we tell students. Industry or Academia? People will tell you that you have to choose. Finish your degree and you're set in

January 20, 2022

Solving coding challenges is hard but it's great practice for tech interviews

Jesper Dramsch challenge, coding, puzzle, read in 4 minutes

Solving coding challenges is hard but it's great practice for tech interviews. @cassidoo posts a solving challenge in her newsletter every Monday. Let's work through

January 19, 2022

What's better than a GAN? Two GANs!

Jesper Dramsch machine learning, read in 2 minutes

What's better than a GAN? Two GANs! ✌️ GANs are tricky to train, but when you use two GANs suddenly training becomes easy. The technique

January 18, 2022

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There's one skill that prevents data science from certain failure

Jesper Dramsch communication, data science, domain experts, read in 2 minutes

There's one skill that prevents data science from certain failure! 📉 Data science has too many possible solutions, in the end, you need domain

January 17, 2022

Physicists have an unfair advantage getting into machine learning

Jesper Dramsch AI, data science, machine learning, physics, read in 2 minutes

Physicists have an unfair advantage getting into machine learning ⚛ All applied scientists have a leg up for working with data, but physicists have

January 16, 2022

Start your first research project applying machine learning to real-world data in 2022

Jesper Dramsch AI, data science, hugging face, kaggle, keras, machine learning, read in 2 minutes

Start your first research project applying machine learning to real-world data in 2022 AI and machine learning are super intimidating. BUT On these 3 websites you

January 14, 2022

I have been selected as a Software Sustainability Institute fellow 2022

Jesper Dramsch machine learning, python, SSI, youtube, read in 3 minutes

I have been selected as a Software Sustainability Institute fellow 🎉 I'm so stoked to finally share this with you! With the help of this

January 13, 2022

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Posts for January 2022