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AI/ML

People and companies working in artificial intelligence, machine learning.
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  • May 25, 2019
    How to Collect Data – 11 Data Collection Techniques for Quantitative Research
    by Lee Baker
    Want to get the most out of your data? Learn 11 vitally important tips for data collection in this blog post to make your work easier.
    chi2innovations.com · May 25, 2019 · Article
  • May 24, 2019
    How to Collect Data – 11 Data Collection Techniques for Quantitative Research
    by Lee Baker
    Want to get the most out of your data? Learn 11 vitally important tips for data collection in this blog post to make your work easier.
    chi2innovations.com · May 24, 2019 · Article
  • How to clean text data without manual data manipulation
    by Lee Baker
    In this blog post, I will show you an example of the “alternative uses” of Excel functions and formulae that will help you clean your text data.
    chi2innovations.com · May 24, 2019 · Published: Oct 28, 2015 · Article
  • May 23, 2019
    19 Essential tips to clean your Dirty Data
    by Lee Baker
    If you're organised and follow a few simple data cleaning steps in Excel, your data cleaning can be simple, fast and effective.
    chi2innovations.com · May 23, 2019 · Published: Jan 28, 2019 · Article
  • The One Reason Your Correlation Results Are Probably Wrong
    by Lee Baker
    I'm sure you all know how to do a correlation analysis to test if one variable is related to another. But did you know that the answers are probably wrong?...
    chi2innovations.com · May 23, 2019 · Published: Jan 29, 2018 · Article
  • May 22, 2019
    The One Reason Your Correlation Results Are Probably Wrong
    by Lee Baker
    I'm sure you all know how to do a correlation analysis to test if one variable is related to another. But did you know that the answers are probably wrong?...
    chi2innovations.com · May 22, 2019 · Published: Jan 29, 2018 · Article
  • 5 Correlation is not Causation Traps even pros fall into
    by Lee Baker
    Just because there's a strong correlation doesn't mean A causes B. Learn the "5 correlation is not causation" traps even statistical pros fall into.
    chi2innovations.com · May 22, 2019 · Published: Dec 19, 2017 · Article
  • 5 Correlation is not Causation Traps even pros fall into
    by Lee Baker
    Just because there's a strong correlation doesn't mean A causes B. Learn the "5 correlation is not causation" traps even statistical pros fall into.
    chi2innovations.com · May 22, 2019 · Published: Dec 19, 2017 · Article
  • May 20, 2019
    19 Essential tips to clean your Dirty Data
    by Lee Baker
    If you're organised and follow a few simple data cleaning steps in Excel, your data cleaning can be simple, fast and effective.
    chi2innovations.com · May 20, 2019 · Published: Jan 28, 2019 · Article
  • How to clean your data quickly in 5 steps
    by Lee Baker
    If you get organised and learn a few tricks there are ways to fast-track your data cleaning and get it done quickly when you follow these 5 steps.
    chi2innovations.com · May 20, 2019 · Published: Nov 9, 2016 · Article
  • May 19, 2019
    4 Types of Data in Statistics. What Are They?
    by Lee Baker
    There are 4 types of data in statistics. Quantitative data, qualitative data, nominal data, ordinal data, interval data and ratio data - we explain them all...
    chi2innovations.com · May 19, 2019 · Article
  • May 17, 2019
    How to clean your data quickly in 5 steps
    by Lee Baker
    If you get organised and learn a few tricks there are ways to fast-track your data cleaning and get it done quickly when you follow these 5 steps.
    chi2innovations.com · May 17, 2019 · Published: Nov 9, 2016 · Article
  • Top 3 Tips for Data Classification
    by Lee Baker
    After cleaning your dataset you still have some work to do before you start analysing it. You need to learn how to classify data. Here are our top 3 tips.
    chi2innovations.com · May 17, 2019 · Published: May 14, 2015 · Article
  • May 16, 2019
    Top 3 Tips for Data Classification
    After cleaning your dataset you still have some work to do before you start analysing it. You need to learn how to classify data. Here are our top 3 tips.
    slideshare.net · May 16, 2019 · Article
  • How to lie with stats (and get away with it) 2x2 tables
    by Lee Baker
    Ever been deceived by stats? In this blog post we teach you the tools of the trade of the statistical conmen so you'll be better able to spot when someone is...
    chi2innovations.com · May 16, 2019 · Published: Jun 29, 2016 · Article
  • May 15, 2019
    #1 Book for Associations & Correlations
    The #1 Book for Associations and Correlations. Learn how to unearth the powerful insights buried in your data with this book.
    chi2innovations.com · May 15, 2019 · Article
  • BBC building 'public service algorithm'
    by Mark Savage
    The broadcaster wants to "pop your bubble" by streaming programmes that challenge your world view.
    bbc.com · May 15, 2019 · Published: May 13, 2019 · Article
  • Statistics is Dead - Long Live Data Science
    by Lee Baker
    Why do Data Scientists think that stats is dead? Where does the notion that there is no longer any need for statistical analysis come from? And are they right?
    chi2innovations.com · May 15, 2019 · Published: Dec 4, 2017 · Article
  • May 13, 2019
    Hilarious graphs (and pirates) prove that correlation is not causation
    by Lee Baker
    As human beings we are hard-wired from birth to look for patterns, that's how we end up falling for the Post Hoc Fallacy. The graphs in this post prove that...
    chi2innovations.com · May 13, 2019 · Published: Mar 13, 2018 · Article
  • Feb 28, 2019
    Data Types 101 – A Guide to Quantitative Data, Qualitative Data and H…
    Ever looked at your data and wondered how and where to get started? If you don't know the difference between quantitative data and qualitative data then you'r…
    slideshare.net · Feb 28, 2019 · Published: ~Feb 25, 2019 · Article
  • Feb 27, 2019
    5 Productivity Tips for Efficient Data Cleansing
    Data cleaning may not be everyone's favourite part of working with data, but it's definitely one of the most important - without clean data you can't even get …
    slideshare.net · Feb 27, 2019 · Article
  • Feb 26, 2019
    11 Essential Tips for Effective Data Collection
    Want to get the most out of your data? Learn 11 vitally important tips for data collection in this presentation to make your work easier.
    slideshare.net · Feb 26, 2019 · Article
  • Feb 24, 2019
    Beginner’s Guide To Effective Data Collection
    Data collection isn't difficult, but if you don’t observe a few basic rules then you’re in a world of hurt when it comes to preparing and cleaning your data. I…
    slideshare.net · Feb 24, 2019 · Article
  • Feb 14, 2019
    Better Language Models and Their Implications
    by Alec Radford
    We’ve trained a large-scale unsupervised language model which generates coherent paragraphs of text, achieves state-of-the-art performance on many language...
    openai.com · Feb 14, 2019 · Article
  • Jan 15, 2019
    Generative Adversarial Networks
    We propose a new framework for estimating generative models via an adversarial process, in which we simultaneously train two models: a generative model G...
    arxiv.org · Jan 15, 2019 · Article
  • A Style-Based Generator Architecture for Generative Adversarial Networks
    We propose an alternative generator architecture for generative adversarial networks, borrowing from style transfer literature. The new architecture leads to...
    arxiv.org · Jan 15, 2019 · Article
  • Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks
    In recent years, supervised learning with convolutional networks (CNNs) has seen huge adoption in computer vision applications. Comparatively, unsupervised...
    arxiv.org · Jan 15, 2019 · Article
  • Coupled Generative Adversarial Networks
    We propose coupled generative adversarial network (CoGAN) for learning a joint distribution of multi-domain images. In contrast to the existing approaches,...
    arxiv.org · Jan 15, 2019 · Article
  • Progressive Growing of GANs for Improved Quality, Stability, and Variation
    We describe a new training methodology for generative adversarial networks. The key idea is to grow both the generator and discriminator progressively:...
    arxiv.org · Jan 15, 2019 · Article
  • Jun 28, 2018
    The challenge of realistic music generation: modelling raw audio at scale
    Realistic music generation is a challenging task. When building generative models of music that are learnt from data, typically high-level representations...
    arxiv.org · Jun 28, 2018 · Article
  • Feb 11, 2018
    Opinion | The Songs That Bind (Published 2018)
    by Seth Stephens-Davidowitz
    Data drawn from Spotify listeners reveal that we are all teenagers in love.
    nytimes.com · Feb 11, 2018 · Published: Feb 10, 2018 · Article
  • Dec 13, 2017
    r/PhotoshopRequest - [Specific] Backpropaganda sticker
    4 votes and 12 comments so far on Reddit.
    reddit.com · Dec 13, 2017 · Article
  • Oct 26, 2017
    Learning a Hierarchy
    by Kevin Frans
    We've developed a hierarchical reinforcement learning algorithm that learns high-level actions useful for solving a range of tasks, allowing fast solving of...
    openai.com · Oct 26, 2017 · Article
  • Oct 13, 2017
    Artificial intelligence can say yes to the dress
    by Dave Gershgorn
    Why take a picture when a computer can generate the same thing?
    qz.com · Oct 13, 2017 · Published: Oct 12, 2017 · Article
  • Sep 15, 2017
    Artificial intelligence pioneer says we need to start over
    by Steve LeVine
    Geoffrey Hinton expresses doubts about neural training method.
    axios.com · Sep 15, 2017 · Article
  • Jun 19, 2017
    Where Non-Techies Can Get With the Programming (Published 2017)
    by Steve Lohr
    Just about everybody these days wants computing skills. To get some coding under your belt, there are options aplenty online, in college and at boot camps.
    nytimes.com · Jun 19, 2017 · Published: Apr 4, 2017 · Article
  • Jun 18, 2017
    Musical Novelty Search
    by samim
    Evolutionary Algorithms Ableton Live.
    medium.com · Jun 18, 2017 · Published: May 29, 2017 · Article
  • Jun 1, 2017
    The winners of the « Le Monde » Smart-Cities 2017 Global Innovation Awards
    by Le Monde
    Le Monde awards seven world prizes for Smart Cities urban innovation. An international jury of 17 persons:- experts, city planners, sociologists,...
    lemonde.fr · Jun 1, 2017 · Published: May 31, 2017 · Article
  • Jan 20, 2017
    [PDF] rules_of_ml.pdf
    martin.zinkevich.org · Jan 20, 2017 · Published: ~Jan 17, 2017 · Article
  • Oct 13, 2016
    Barack Obama Talks AI, Robo Cars, and the Future of the World
    by Scott Dadich
    The president in conversation with MIT's Joi Ito and WIRED editor-in-chief Scott Dadich.
    wired.com · Oct 13, 2016 · Article
  • Oct 6, 2016
    Can Duolingo's chatbot teach you a foreign language?
    by Alex Hern
    The less embarrassed you are, the better you tend to be at learning languages. The answer? Chatbots.
    theguardian.com · Oct 6, 2016 · Article
  • Sep 1, 2016
    Artificial intelligence could soon revolutionize the way doctors treat cancer
    by Bryan Clark
    Cancer is a tricky disease to treat. With more than one hundred known types, each responding differently to treatment depending on the person they’re growing...
    thenextweb.com · Sep 1, 2016 · Article
  • Aug 27, 2016
    Innovation Needs To Shift From Disrupting Markets To Tackling Grand Challenges
    by Greg Satell
    The truth is that what has passed for innovation over the last 20 or 30 years has been more focused on disrupting markets than fundamentally changing the...
    forbes.com · Aug 27, 2016 · Article
  • Aug 19, 2016
    First Cyborg Olympics Will Celebrate How Technology Can Help Disabled People
    by Jamie Condliffe
    The Cybathlon will pit cutting-edge technology against everyday tasks like hanging laundry.
    technologyreview.com · Aug 19, 2016 · Published: Aug 4, 2016 · Article
  • Jul 11, 2016
    Bernie Kerik joins effort to build app to halt deaths in police stops
    by Jessica Guynn
    The ex-NYPD commissioner and activist Dream Hampton are advising Shervin Pishevar.
    usatoday.com · Jul 11, 2016 · Published: Jul 8, 2016 · Article
  • Jul 5, 2016
    Google DeepMind pairs with NHS to use machine learning to fight blindness
    by Alex Hern
    The ‘deep learning’ research company will use 1m anonymised eye scans to train a neural network to identify early signs of degenerative eye conditions.
    theguardian.com · Jul 5, 2016 · Article
  • Jun 28, 2016
    The AI 'Top Gun' that can beat the military's best
    by Mark Prigg
    The Alpha AIhas taken on real Top Gun pilots - and beaten them all comprehensively. It could be used to develop smart 'AI 'wingman drones' that fly alongside...
    dailymail.co.uk · Jun 28, 2016 · Published: Jun 27, 2016 · Article
  • Mar 10, 2016
    OVERLOAD - The Ultimate Six-Degree-of-Freedom Shooter
    Experience the ultimate six-degree-of-freedom shooter from the people who invented the genre!
    kickstarter.com · Mar 10, 2016 · Article
  • Dec 11, 2015
    Shakespeare's 74 death scenes in a single play more gory than Game of Thrones
    There may have been five "droppers" – a theatrical term for fainting audience members – overcome by the fake bloodshed at Titus Andronicus at The Globe last...
    telegraph.co.uk · Dec 11, 2015 · Article
  • Sep 24, 2014
    Linearizability versus Serializability | Peter Bailis
    24 Sep 2014 Linearizability and serializability are both important properties about interleavings of operations in databases and distributed systems, and...
    bailis.org · Sep 24, 2014 · Article