Tag: 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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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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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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Tuning Your DBMS Automatically with Machine Learning
Posted on June 24, 2017, Level intermediate Resource Length medium
Dana Van Aken, Geoff Gordon, and Andy Pavlo from Carnegie Mellon University guest blog post on AWS demonstrates how academic researchers can leverage AWS Cloud Credits for Research Program to support their scientific breakthroughs.
Tags machine-learning data-science database
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Testing Machine Learning Algorithms with K-Fold Cross Validation
Posted on May 17, 2017, Level intermediate Resource Length medium
Norbert Krupa wrote blog post on choosing a machine learning algorithm, then using a validation technique. He uses Talend Studio without hand coding.
Tags machine-learning big-data
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Building a Data Science Portfolio: Machine Learning Project Part 1
Posted on January 23, 2017, Level beginner Resource Length long
Vik Paruchuri - Dataquest's founder has put together a fantastic resource on building a data science portfolio.
Tags database machine-learning data-science
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Pushing Database Scalability Up And Out With GPUs
Posted on January 22, 2017, Level intermediate Resource Length long
Timothy Prickett Morgan great article about getting max juice from your database for machine learning using graphics processing unit (GPU).
Tags database machine-learning