Jake VanderPlas - Machine Learning with Scikit-Learn (I) - PyCon 2015
"Speaker: Jake VanderPlas This tutorial will offer an introduction to the core concepts of machine learning and the Scikit-Learn package. We will introduce the scikit-learn API, and use it to explore the basic categories of machine learning problems and related topics such as feature selection and model validation, and practice applying these tools to real-world data sets. Slides can be found at: https://speakerdeck.com/pycon2015 and https://github.com/PyCon/2015-slides"

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Brandon Rhodes - Pandas From The Ground Up - PyCon 2015

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Jake VanderPlas: Machine Learning with Scikit Learn

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Guillaume Lemaitre: Inpsect and try to interpret your scikit-learn machine-learning models

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Greg Ward - How to Write Reusable Code - PyCon 2015

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David Beazley - Modules and Packages: Live and Let Die! - PyCon 2015

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Machine Learning with scikit learn Part One | SciPy 2017 Tutorial | Andreas Mueller & Alexandre Gram

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Brett Slatkin - How to Be More Effective with Functions - PyCon 2015

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I Gave ChatGPT a Body

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Machine Learning with Text in scikit-learn (PyCon 2016)

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If prime numbers are rare, then why do they keep showing up in pairs?

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Sarah Guido, Celia La - Twitter Network Analysis with NetworkX - PyCon 2015

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Training Sand to Think: Artificial General Intelligence & Future of Physics

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Something is jamming GPS over Europe. Here's what we found

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Machine Learning with Scikit Learn | SciPy 2015 Tutorial | Andreas Mueller & Kyle Kastner Part I

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Jake Vanderplas - Statistics for Hackers - PyCon 2016.mp4

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Python 3 Metaprogramming

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The French Do Not Care About Work

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Donald Miner - Hadoop with Python - PyCon 2015

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An Introduction to scikit-learn: Machine Learning in Python

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