Towards Data Science

Towards Data Science

Note: The TDS podcast's current run has ended. Researchers and business leaders at the forefront of the field unpack the most pressing questions around data science and AI.

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Avsnitt(130)

26. Jeremy Howard - Coronavirus: the data behind the disease

26. Jeremy Howard - Coronavirus: the data behind the disease

In mid-January, China launched an official investigation into a string of unusual pneumonia cases in Hubei province. Within two months, that cluster of cases would snowball into a full-blown pandemic,...

20 Mars 202043min

25. Chris Parmer - Plotly founder on what data science is, and where it's going

25. Chris Parmer - Plotly founder on what data science is, and where it's going

It’s easy to think of data scientists as “people who explore and model data”. Bur in reality, the job description is much more flexible: your job as a data scientist is to solve problems that people a...

18 Mars 202041min

24. Xander Steenbrugge - Machine learning as a creative tool, and the quest for artificial general intelligence

24. Xander Steenbrugge - Machine learning as a creative tool, and the quest for artificial general intelligence

Most machine learning models are used in roughly the same way: they take a complex, high-dimensional input (like a data table, an image, or a body of text) and return something very simple (a classifi...

10 Mars 202039min

23. Iain Harlow - Leaving academia for industry and optimizing how you learn

23. Iain Harlow - Leaving academia for industry and optimizing how you learn

I can’t remember how many times I’ve forgotten something important. I’m sure it’s a regular occurrence though: I constantly forget valuable life lessons, technical concepts and useful bits of statisti...

3 Mars 202045min

22. Luke Marsden - Data Science Infrastructure and MLOps

22. Luke Marsden - Data Science Infrastructure and MLOps

You train your model. You check its performance with a validation set. You tweak its hyperparameters, engineer some features and repeat. Finally, you try it out on a test set, and it works great! Prob...

23 Feb 202040min

21. Adam Waksman - Data science is becoming software engineering

21. Adam Waksman - Data science is becoming software engineering

When I think of the trends I’ve seen in data science over the last few years, perhaps the most significant and hardest to ignore has been the increased focus on deployment and productionization of mod...

16 Feb 202044min

20. Chanchal Chatterjee - Real Talk with AI Leader at Google

20. Chanchal Chatterjee - Real Talk with AI Leader at Google

In this podcast interview, YK (CS Dojo) interviews Chanchal Chatterjee, who’s an AI leader at Google.

30 Jan 202038min

19. Will Koehrsen - Self-Learning Data Science and Sharing the Knowledge on Medium

19. Will Koehrsen - Self-Learning Data Science and Sharing the Knowledge on Medium

Podcast interview with one of our top data science writers, Will Koehrsen. Let’s go! Here’s Will’s article about what he learned from writing a data science article every week for a year: https://tow...

25 Jan 202030min

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