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End-to-end computation graphs for RL

This blogpost introduces version 0.3 of the TensorForce reinforcement learning (RL) library, and motivates major design changes. Development was …

Inside Waymo's Secret World for Training Self-Driving Cars

An exclusive look at how Alphabet understands its most ambitious artificial intelligence project<p>In a corner of Alphabet’s campus, there is a team working on a piece of software that may be the key to self-driving cars. No journalist has ever seen it in action until now. They call it Carcraft, after …

The 50-Year-Old Business Book You Need to Read (or Reread) Right Now | Inc.com

There aren't a lot of business books from a half-century ago that have stood the test of time, but Peter Drucker's <i>The Effective Executive</i> (Harper Business), now available in a spiffy new 50th Anniversary edition, is one of the select few. In 1967, back before Millennials were a gleam in their …

Management

How To Use Deep Learning And Transfer Learning To Tag Images

Image Tagging Problem For E-Commerce<p>Imagine you are an <b>e-commerce company</b> with thousands of flash sales available on your website every day. To view a …

Tensorflow Speech Recognition

Speech recognition using google's tensorflow deep learning framework, sequence-to-sequence neural networks.<p>Replaces caffe-speech-recognition, see …

Deep Learning

How to Boost Your (and Others’) Emotional Intelligence

Among the various core ingredients of talent and career success, few personal qualities have received more attention in the past decade than emotional intelligence (EQ), the ability to identify and manage your own and others’ emotions. Importantly, unlike most of the competencies that make it into …

Deep Learning 2016: The Year in Review

In order to understand trends in the field, I find it helpful to think of developments in deep learning as being driven by three major frontiers that …

Deep Learning

Deep Learning for Question Answering

AI, Artificial Intelligence, Deep Learning, Information Retrieval, NLP, Question Answering<p>2 Comments<p>This posting presents recent publications related …

Natural Language Processing

32-TFLOP Deep Learning GPU Box

robotbugs • 06/27/2016 at 23:11 • 0 comments<p>I finally got tensorflow compiled from source and running with python3 cudnn version 5 and cuda toolkit …

Thirteen Companies That Use Deep Learning To Produce Actionable Results

Our means for gathering data have largely outstripped our tools for analyzing that data. The result is a mountain of unstructured and largely inaccessible information gathered from social media, app permissions, website cookies and hardware and software service agreements. There’s gold in that …

Machine Learning

Some Starting Points for Deep Learning and RNNs

Bengio, LeCun, Jordan, Hinton, Schmidhuber, Ng, de Freitas and OpenAI have done reddit AMA's. These are nice places to start to get a Zeitgeist of …

Jeff Dean on Large-Scale Deep Learning at Google

<i>If you can’t understand what’s in information then it’s going to be very difficult to organize it.</i> This quote is from Jeff Dean, currently a Wizard, …

Machine Learning

21 Inspiring Quotes From the Mentor Who Taught Tony Robbins How to Be Tony Robbins | Inc.com

Ever wonder how Tony Robbins got to be Tony Robbins? Yes, he's inspiring, energetic, larger than life, and works unbelievably hard. But how did he get his start? How did he first discover he could have a career speaking to audiences of thousands? It turns out he had an older entrepreneur and …

Motivation

RSA Replay: How Small Changes Can Make a Big Difference

Forget Counting Steps. Quantifying Health Will Save Your Life.

Amid Funding Frenzy, Startups Dodge Diligence

Bob Kocher, a physician and partner at Venrock Capital who focuses on healthcare IT, knew something didn’t feel quite right about the pitch.<p>The …

Is Social+Capital's Chamath Palihapitiya the future of venture capital?

Here’s an irony of Silicon Valley startup culture: While many new tech companies are conceived and run by fresh-faced, 20-something entrepreneurs, …

How to become a data scientist

When I started reading about data science all over internet, at that time I used to only use C, and Matlab. I was decently proficient in these, but …

At Zulily, a small approach to big data

Racks of clothes, piles of toys, and stacks of boxes clutter the offices and rooms inside the Seattle headquarters of online retailer Zulily. Each …

Here’s what you missed at Gigaom’s ‘Future of AI’ meetup

Advertisement<p>5 Comments<p>Last week, Gigaom held a sold-out meetup in San Francisco featuring some of the biggest names in artificial intelligence and …

Google Lifts Veil On "Andromeda" Virtual Networking

Google Lifts Veil On “Andromeda” Virtual Networking<p>The biggest public cloud providers have adjacent businesses that actually fund the development of …

30 Python Language Features and Tricks You May Not Know About

1 Introduction<p>Since I started learning Python, I decided to maintain an often visited list of "tricks". Any time I saw a piece of code (in an …

Python Programming

Sentient code: An inside look at Stephen Wolfram’s utterly new, insanely ambitious computational paradigm

In 2002 Stephen Wolfram released <i>A New Kind of Science</i> and immediately unleashed a firestorm of wonder, controversy, and criticism as the British-born scientist, programmer, and entrepreneur overturned conventional ideas on how to pursue knowledge. Earlier this month, he teased something with the …