#31: Machine Learning with Python and scikit-learn

#31: Machine Learning with Python and scikit-learn

Machine learning allows computers to find hidden insights without being explicitly programmed where to look or what to look for. Thanks to the work of some dedicated developers, Python has one of the best machine learning platforms called scikit-learn. In this episode, Alexandre Gramfort is here to tell us all about scikit-learn and machine learning.

Avsnitt(541)

#60: Scaling Python to 1000's of cores with Ufora

#60: Scaling Python to 1000's of cores with Ufora

You've heard me talk previously about scaling Python and Python performance on this show. But on this episode I'm bringing you a very interesting project pushing the upper bound of Python performance ...

24 Maj 20161h 7min

#59: SageMath - Open source is ready to compete in the classroom

#59: SageMath - Open source is ready to compete in the classroom

What do you do when you are a high caliber mathematician or scientist and you want share your algorithms and code? This sounds like a job for github, but the problem is often this work is done on prop...

18 Maj 201659min

#58: Create better Python programs with concurrency, libraries, and patterns

#58: Create better Python programs with concurrency, libraries, and patterns

What do you focus on once you've learned the core concepts of the Python programming language and ecosystem?

10 Maj 201654min

#57: Python performance from the inside-out at Intel

#57: Python performance from the inside-out at Intel

When you think about the performance of your software, there is nothing more low level and fundamental than how your code executes on the CPU itself. Many of us study and try to understand how to maxi...

5 Maj 201656min

#56: Data Science from Scratch

#56: Data Science from Scratch

You likely know that Python is one of the fastest growing languages for data science. This is a discipline that combines the scientific inquiry of hypotheses and tests, the mathematical intuition of p...

27 Apr 201651min

#55: How our engineering environments are killing diversity (and how we can fix it)

#55: How our engineering environments are killing diversity (and how we can fix it)

In the software field, we pride ourselves on fairness, openness and the fact that our workplaces are largely meritocracies. And compared to other environments, I would say this is certainly true. It's...

21 Apr 20161h 1min

#54: Enterprise Software with Python

#54: Enterprise Software with Python

How often have people asked what language / technology you work in and when you answered Python they got a little confused and asked, what can you actually build with Python? What type of apps? The im...

14 Apr 20161h 7min

#53: Python in Visual Studio

#53: Python in Visual Studio

What's your favorite Python editor? That is one of the questions I always ask at the end of the episode. This week I want to shine a light on a fantastic answer to that question for Windows developers...

6 Apr 201650min

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