Jimmy Lehman

24 Flips | 4 Magazines | 30 Likes | 1 Follower | @JimmyLehman | Keep up with Jimmy Lehman on Flipboard, a place to see the stories, photos, and updates that matter to you. Flipboard creates a personalized magazine full of everything, from world news to life’s great moments. Download Flipboard for free and search for “Jimmy Lehman”

Learning to Trade with Reinforcement Learning

<i>Thanks a lot to @aerinykim, @suzatweet and @hardmaru for the useful feedback!</i><p>The academic Deep Learning research community has largely stayed away …

Learning representations by back-propagating errors

Learning representations by back-propagating errors Rumelhart et al., <i>Nature, 1986</i>It’s another selection from Martonosi’s 2015 Princeton course on …

Deep Learning

Apple shows off self-driving tech breakthrough in obstacle detection

Over the past few years, Apple vehemently denied that it was interested in building self-driving cars in order to keep its efforts a secret; the company confirmed it was working on autonomous tech only in June, but hadn’t shared much insight into its progress – until now.<p>A paper published last week …

Machine Learning

Google open-sources mobile-first computer vision models for TensorFlow

Google is helping smartphones better recognize images without requiring massive power consumption, thanks to a new set of models the company released today. Called MobileNets, the pre-trained image recognition models let developers pick between a set of models that vary in size and accuracy to best …

Machine Learning

Why “skilled in machine learning” should be the new “proficient in Excel” on your resume

It won’t be long before “skilled in machine learning” becomes the new “proficient in Excel” as a standard bullet point on your resume. The only difference? What you bring to table will be more valuable than a pivot tables or color-coded pie charts.<p>The day when any average Joe can train an algorithm …

Machine Learning

The books every new graduate should read, according to a dozen business leaders

New graduates may think they’re ready for the world, but even after all that learning, there’s still room in their heads for some wisdom. We asked a dozen business leaders—from CEOs of big companies and startups, to deans of leading business schools—what books they would put in the hands of a newly …

Books

113 enterprise AI companies you should know

Enterprise companies comprise a $3.4 trillion market worldwide of which an increasingly larger share is being allocated to artificial intelligence technologies.<p>By our definition, “enterprise” technology companies create tools for workplace roles and functions that a large number of businesses use. …

Artificial Intelligence

50+ Data Science, Machine Learning Cheat Sheets, updated

Gear up to speed and have concepts and commands handy in Data Science, Data Mining, and Machine Learning algorithms with these cheat sheets covering …

Data Science

Deep Learning the Stock Market

<i>Update 25.1.17 — Took me a while but</i> <i>here is an ipython notebook</i> <i>with a rough implementation</i><p>In the past few months I’ve been fascinated with “Deep …

16 New Must Watch Tutorials, Courses on Machine Learning

Introduction<p>Most of us fail to acknowledge that Youtube has a massive resource center of machine learning tutorials which are free to access. You no …

Machine Learning

How to Get a Job In Deep Learning

If you’re a software engineer (or someone who’s learning the craft), chances are that you’ve heard about deep learning (which we’ll sometimes …

Beautiful and mathematical: Football as a numbers game

<b>"Big data" - the world of analytics, algorithms and statistical models - are increasingly part of our lives, and professional sports such as football are no different.</b><p>"Why did you pick him?" "Don't take it short, get it in the box!" "Put a striker on!"<p>Complaining about the manager's selections and …

35+ HTML & CSS Resources for Beginners

by Bradley Nice, Content Manager at ClickHelp.co<p>In case you are not familiar with HTML and CSS, here’s a quick intro.<p><b>HTML</b> is a markup language used …

Machine Learning: The Bigger Picture, Part II

Overfitting<p>So far we have assumed we only have a machine learning model, a training set of samples, and a optimization algorithm to learn from these …

What is the Google RankBrain algorithm update all about?

What is the <b>Google RankBrain</b> algorithm update all about & how does it work? How does this machine learning Artificial Intelligence (AI) affect SEO? In …

SEO

Moving from R to Python: The Libraries You Need to Know

Moving from R to Python: The Libraries You Need to Know

The Arrival of Artificially Intelligent Beer

The world’s first beer brewed with the help of machine intelligence is now on sale.<p>The term "machine learning" covers a grab bag of algorithms, techniques, and technology that are by now pretty much everywhere in modern life. However, machine intelligence has recently started to be used not just …

Seven ways that AI could be A-OK

As artificial intelligence increases its influence on our lives, the talk is of job losses, self-driving car crashes, algorithms running amok. But there is an upside…<p>Brewing you the perfect pint<p>AI might be shaking up life as we know it, but like any good party guest, it’s about bringing the beers. …

Artificial Intelligence

The 17 equations that changed the world

In 2012, Mathematician Ian Stewart came out with an excellent and deeply researched book titled "In Pursuit of the Unknown: 17 Equations That Changed the World.<p>His book takes a look at the most pivotal equations of all time, and puts them in a human, rather than technical context.<p>"Equations …

Bayesian machine learning

So you know the Bayes rule. How does it relate to machine learning? It can be quite difficult to grasp how the puzzle pieces fit together - we know …

Data Science

8 Awesome Science Resources That You Can Access For Free Online

Including ALL of Feynman’s lectures.<p>There's nothing worse than wanting to expand your knowledge, satisfy your curiosity, or just confirm some weird …

Need Deep Learning? There's a Cloud for That.

After two years of effort and more than $24 million in venture funding Nervana Systems has opened up its deep learning cloud so any business can …

The Future of Machine Learning: Trends, Observations, and Forecasts

The fundamental assumption in Machine Learning is that analytical solutions can be built by studying past data models. Machine Learning supports that …