Tag: Big data
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TensorFlow on Mobile: TensorFlow Lite introduction
Posted on April 17, 2018, Level beginner Resource Length short
Sagar Sharma short introduction to TensorFlow on mobile. TensorFlow Lite is a lightweight and a next step from TensorFlow Mobile. You can do almost all the things that you do on TensorFlow mobile but much faster.
Tags android big-data app-development
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Apache Kafka is not for event sourcing
Posted on February 1, 2018, Level beginner Resource Length medium
Jesper Hammarbäck article in which he argues why Kafka is not the best tool for event sourcing. Kafka is a great tool for delivering messages between producers and consumers and the optional topic durability allows you to store your messages permanently. Forever if you'd like.
Tags software-architecture apache streaming big-data machine-learning
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Making sentiment analysis easy with Scikit-learn
Posted on January 29, 2018, Level beginner Resource Length medium
Lesley Cordero article about sentiment analysis. Sentiment analysis uses computational tools to determine the emotional tone behind words. Python has a bunch of handy libraries for statistics and machine learning so in this post we'll use Scikit-learn to learn how to add sentiment analysis to our applications.
Tags big-data machine-learning
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Neural networks, manifolds, and topology
Posted on January 22, 2018, Level beginner Resource Length long
Christopher Olah older article about excitement and interest in deep neural networks because they've achieved breakthrough results in areas such as computer vision.
Tags big-data machine-learning
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Supercharging visualization with Apache Arrow
Posted on January 7, 2018, Level beginner Resource Length medium
Article on KDnuggets™ about how Apache Arrow provides a new way to exchange and visualize data at unprecedented speed and scale. Despite the fact that interactive visualization of large data sets on the web has traditionally been impractical.
Tags big-data analytics data-science big-data
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Supercharging visualization with Apache Arrow
Posted on January 7, 2018, Level beginner Resource Length medium
Article on KDnuggets™ about how Apache Arrow provides a new way to exchange and visualize data at unprecedented speed and scale. Despite the fact that interactive visualization of large data sets on the web has traditionally been impractical.
Tags big-data analytics data-science big-data
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A primer on deep learning
Posted on December 29, 2017, Level beginner Resource Length medium
Post written by Jeremy Fain -- the CEO and co-founder of Cognitiv, the first neural network technology. In it he addresses what deep learning, machine learning and artificial intelligence is.
Tags big-data data-science
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Web scraping with Puppeteer and Chrome Headless
Posted on November 22, 2017, Level beginner Resource Length short
Emad Ehsan put together article about how to get started with Web Scraping in Chrome Headless. Chrome Headless is going to be industry leader in Automated Testing of web applications. Puppeteer is the official tool for Chrome Headless by Google Chrome team.
Tags web-development big-data machine-learning
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AI turns design sketches into source code
Posted on October 27, 2017, Level beginner Resource Length long
Dimitar Mihov via [tnw](https://thenextweb.com) published article about Artificial Intelligence (AI) implemented and built by Airbnb that turns design sketches into product source code. The company is currently developing a new AI system that will empower its designers and product engineers to literally take ideas from the drawing board and turn them into actual products almost instantaneously.
Tags big-data programming data-science
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Apache Spark natural language processing library
Posted on October 22, 2017, Level beginner Resource Length long
Excellent community blog and effort from the engineering team at John Snow Labs, explaining their contribution to an open-source Apache Spark Natural Language Processing (NLP) library. Apache Spark is a general-purpose cluster computing framework, with native support for distributed SQL, streaming, graph processing, and machine learning.
Tags big-data data-science
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Using Machine Learning to Predict Value of Homes On Airbnb
Posted on July 31, 2017, Level beginner Resource Length medium
Robert Chang piece on how data products have always been an instrumental part of Airbnb's service. However, engineers have long recognized that it's costly to make data products.
Tags machine-learning big-data
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Rearchitecting Airbnb's Frontend
Posted on May 27, 2017, Level intermediate Resource Length long
Adam Neary's neat article about rethought the architecture for the JavaScript side of the codebase at Airbnb.
Tags big-data frontend