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Exploring Data Science

Towards Data Science

Your home for data science. A Medium publication sharing concepts, ideas and codes.

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Exploring Data Science

Ludovic Benistant in Towards Data Science

Jun 4, 2021

EXPLORING DATA SCIENCE

Get Started With Bayesian Statistics

Want to learn about the world of Bayesian statistics and better understand the difference between Bayesian and frequentist methods? Psychologist and consultant Hannah Roos wrote the resource you’ve been…

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Ludovic Benistant in Towards Data Science

May 21, 2021

EXPLORING DATA SCIENCE

What is Likelihood-Free Inference, and What Are Its Use Cases?

Advances in likelihood-free inference and meta-learning made Arthur Pesah (PhD student in quantum computing at UCL) and Antoine Wehenkel (PhD Student at…

Ludovic Benistant in Towards Data Science

May 8, 2021

EXPLORING DATA SCIENCE

Want a Challenging but Rewarding Read? Explore the Technical Approaches to Mitigating Algorithmic Bias

Now that the machine learning community has recognized the need to take algorithmic bias…

Ben Huberman in Towards Data Science

Apr 29, 2021

EXPLORING DATA SCIENCE

What Kind of Knowledge Does Data Science Produce?

Taking a step back from the hum of day-to-day model-training and number-crunching, Phoebe Wong asks some very big questions in her 2019 post about the types of knowledge data…

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Ludovic Benistant in Towards Data Science

Apr 17, 2021

Exploring Data Science

Interested in Decision Intelligence? Start Here

“Decision intelligence is the discipline of turning information into better actions at any scale.”

Ludovic Benistant in Towards Data Science

Apr 10, 2021

Exploring Data Science

Common Distance Measures Simply Explained

Distance measures are ubiquitous in data science and machine learning. Many algorithms rely on them, and “knowing when to use which distance measure can help you go from a poor classifier to an…