Rob Story - Machine Learning Infrastructure at Stripe: Bridging from Python JVM
Description Machine learning at Stripe has a foundation built on Python and the PyData stack, with scikit-learn and pandas continuing to be core components of an ML pipeline that feeds a production system written in Scala. This talk will cover the ML Infra team’s work to bridge the serialization and scoring gap between Python and the JVM, as well as how ML Engineers ship models to production. Abs
Text summarization, topic models and RNNs - mike.place
2016-09-25 I’ve recently given a couple of talks (PyGotham video, PyGotham slides, Strata NYC slides) about text summarization. I cover three ways of automatically summarizing text. One is an extremely simple algorithm from the 1950s, one uses Latent Dirichlet Allocation, and one uses skipthoughts and recurrent neural networks. The talk is conceptual, and avoids code and mathematics. So here is a
Python Programming Tutorials
In this Flask web development tutorial with Python, we're going to cover how to integrate PayPal. When I first started poking around how to implement PayPal automatically in some way, I was quickly overwhelmed with options, and various services. There's the legacy PayPal API, Braintree, and the IPN. Braintree does appear to have some pretty cool options, especially if you purely want to use PayPal
Must Watch Data Science Videos from SciPy Conference 2015
Introduction This was in my first year of engineering degree. A hungry, home-food sick student (me) was treated (by a college senior) with a lavish buffet in one of the best five star hotels in Mumbai! You get served with so many dishes that you struggle to decide where to start, what to taste and what to eat! Why is this relevant here? Well, I had a similar feeling when I looked at the videos fro
GitHub - apple/turicreate: Turi Create simplifies the development of custom machine learning models.
Google's Python Class - Google's Python Class - Google Code
Python Sections Python Set Up Introduction Strings Lists Sorting Dicts and Files Regular Expressions Utilities Lecture Videos day1, day2 1.1 Introduction, strings 1.2 Lists and sorting 1.3 Dicts and files 2.1 Regular expr 2.2 Utilities 2.3 Utilities urllib 2.4 Conclusions Python Exercises Basic Exercises Baby Names Exercise Copy Special Exercise Log Puzzle Exercise More Google's Python Class res
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