Data Scientists work with tons of data, and many times that data includes natural language text. This guide reviews 7 common techniques with code examples to introduce you the essentials of NLP, so you can begin performing analysis and building models from textual data.
Check out this collection of 10 Python snippets that can be taken as a reference for your daily work.
The book Honeybee Democracy, published in 2010, has been sitting on my shelf for many years.
What is the complete path between visiting thepiratebay and sublimating an mp3 file from thin air? In this post, we'll implement enough of the BitTorrent protocol to download Debian. Look at the [Source code](https://github.com/veggiedefender/torrent-client/) or skip to the…
Cash is gradually dying out. Will we ever have a digital alternative that offers the same mix of convenience and freedom?
Python haters always say, that one of reasons they don't want to use it, is that it's slow. Well, whether specific program - regardle...
Bash-my-AWS is a simple but powerful set of CLI commands for managing resources on Amazon Web Services.
From chevron to polka dots and beyond.
When you use the du command in Linux, it gives you the amount of disk space used by a file or directory, as well as its true size. Yes, these are different, and we'll explain why.
Geometric Computer Vision Library for Spatial AI.
Machine learning provides an entirely new way to tackle one of the classic problems of applied mathematics.
The volunteer-built media solution that puts you in control of your media. Stream to any device from your own server, with no strings attached.
Broot, a tree oriented file manager
Golang online books, articles, tools, etc.
This is a Torrent search engine. You can search Torrent files in the world.
A free app that makes images load faster and take less disk space, without sacrificing quality. Removes private EXIF data from photos and improves compression.
What is it to be Bayesian? The (pretty simple) math modelling behind a Big Data buzzword
This article was written by Steeve Huang. Reinforcement Learning (RL) refers to a kind of Machine Learning method in which the agent receives a delayed reward in the next time step to evaluate its previous action. It was mostly used in games (e.g. Atari, Mario), with performance…
By Winnifred Louis, Associate Professor, Social Psychology, The University of Queensland, and Cassandra Chapman,PhD Candidate in Social Psychology, The University of Queensland. Here are the 7 sins: Assuming small differences are meaningful Equating statistical significance with…
2.9M subscribers in the MachineLearning community. Beginners -> /r/mlquestions , AGI -> /r/singularity, career advices -> /r/cscareerquestions…
55K subscribers in the angularjs community. A community for the awesome MVC JS framework.
Preparing for a job interview can be a full-time job, and Data Science interviews are no different. Here are 121 resources that can help you study and quiz your way to landing your dream data science job.
Source : https://www.youtube.com/watch?v=AHrCI9eSJGQ
Sixty years ago, a sharecropper’s son invented a technology to identify faces. Then the record of his role all but vanished. Who was Woody Bledsoe, and who was he working for?
Ryanair is a wonderful example of two extremes - it’s one of the worst possible airlines that nickel and dimes you for everything, it’s not a great employer, and it is rated the...
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How the scientist who founded the science of mistakes ended up mistaken.
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What is the relationship between how we reason and the reasons we come up with?
Extract table from image with Nanonets table detection OCR. Learn OCR table Deep Learning methods to detect tables in images or PDF documents.
The 20th century turned out to be an era of exponential growth in the field of machine learning. The 3000-year-old ancient game of ‘Go’ that computer scientists predicted will take another decade to crack was made possible by Google Brai
This post is about explaining the various techniques you can use to handle imbalanced datasets
From deepfakes and virtual celebrities to "fake news," we'll cover popular cases of media synthesis and the research publications detailing how it's done.
If you work with someone who’s gone too long without feedback and want to help them grow, you’ll need to take an empathetic approach to the conversation. Start by asking questions to clarify their motives. If a leader is constantly forcing their ideas on others, for example, you…
Spend more time modeling, and less time managing infrastructures. A hands-on tutorial.
Frantastique, the daily French workout. Personalized online Frantastiquelessons: all levels, all users. Free test.
Five Hundred and Seven Mechanical Movements, now Animated for the Internet.
Copulas and Rank Order Correlation are two ways to model and/or explain the dependence between 2 or more variables. Historically used in biology and epidemiology, copulas have gained...
Reinforcement Learning (RL) refers to a kind of Machine Learning method in which the agent receives a delayed reward in the next time step…
The Museum of Arts and Crafts is a trove of cunning inventions
Log outgoing HTTP requests in ruby.