Machine Learning Applications

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How to Apply and Optimize Your Algorithm When You're Ready to Run With AI

Follow a tried-and-true implementation methodology of purposeful, simple and tested engineering, such as Lean AI, to unlock AI's true potential.<p>5 min read<p>Opinions expressed by <i>Entrepreneur</i> contributors are their own.<p>Amazon’s recently launched SageMaker artificial intelligence service is an exciting …

Artificial Intelligence

DeepMind created a test to measure an AI’s ability to reason

<b>GENERAL INTELLIGENCE.</b> AI has gotten pretty good at completing specific tasks, but it’s still a long way from having general intelligence, the kind of …

Artificial Intelligence

For These Three Industries, The Era Of AI Is Already Here

[id=0]<p>It may seem that the time when artificial intelligence (AI) fully integrates into our lives is in the distant future. However, if you look to those pioneering technological advancements in telecommunications, retail, or the financial services industry, you’ll find that AI is already changing …

Artificial Intelligence

What is Minimum Viable (Data) Product?

<b>By @datitran, Idealo</b>.<p><b>A</b> couple of months ago I left Pivotal to join idealo.de (the leading price comparison website in Europe and one of the largest …

Machine Learning

How Marketers Can Prepare for Unintended Consequences of AI

Today, a great deal of attention goes into applying artificial intelligence and machine learning to advertising. And the value that AI can bring to …

Machine Learning

Reinforcement Learning

Inside a simple computer simulation, a group of self-driving cars are performing a crazy-looking maneuver on a four-lane virtual highway. Half are …

Artificial Intelligence

5 Artificial Intelligence Business Lessons From The Masters

The big data and analytics market continues to morph as Artificial Intelligence (AI) fields, such as machine learning and deep learning, provide new ways to generate business insights. O’Reilly’s recent set of Strata Data conferences showcased how AI technologies are changing what companies can do …

Artificial Intelligence

Is AI the Killer FPGA Application?

Ross Freeman, co-founder of Xilinx, invented the FPGA in 1984. In the 34 years that have passed, FPGAs have been wildly successful and are certainly …

Deep Learning

The Economics Of Artificial Intelligence - How Cheaper Predictions Will Change The World

Artificial Intelligence (AI) is a lot of things. It’s a game changer for business, it can enable humans to work smarter and faster than ever before, and it could potentially have a significant impact on economies and the labor market.<p>But at the root of it all – the function which gives AI value – …

Artificial Intelligence

Neural Networks: What Are They, And Why Is The Tech Industry Obsessed With Them?

The likes of Google and Facebook are pegging their futures on neural networks. Here’s why they’re the future of computing.<p>From Deep Dream to Deep Drumpf, everyone’s talking about neural networks these days. But what the heck <i>are</i> neural networks and what do they mean for the future of computing and …

Deep Learning

Management AI: Types Of Machine Learning Systems

Developers know a lot about the machine learning (ML) systems they create and manage, that’s a given. However, there is a need for non-developers to have a high level understanding of the types of systems. Artificial neural networks and expert systems are the classical two key classes. With the …

Machine Learning

5 Ways AIOps Will Influence Enterprise IT Operations

AIOps is gearing up to become the next big thing in IT management. It’s the convergence of AI and traditional IT operations. Like all other domains, AI is going to have a significant impact on system operations and administration. When the power of AI is applied to operations, it will redefine the …

Machine Learning

Training artificial intelligence with artificial X-rays

Artificial intelligence (AI) holds real potential for improving both the speed and accuracy of medical diagnostics. But before clinicians can harness …

Artificial Intelligence

2018 Software Development Trends That You Can Count on Continuing Into 2019

An Entrepreneur contributor consults his crystal ball and says to keep an eye on blockchain, AI and progressive web apps.<p>4 min read<p>Opinions expressed by <i>Entrepreneur</i> contributors are their own.<p>That new technology you're hopping on may be all the rage now, but will anyone remember it this time next …

Machine Learning

When Is It Important for an Algorithm to Explain Itself?

Many efforts to apply machine learning get stuck due to concerns about the “black box” — that is, the lack of transparency around why a system does what it does. Sometimes this is because people want to understand <i>why</i> some prediction was made before they take life-altering actions, as when a …

Machine Learning

Most ‘AI’ Companies Are Not AI Companies. Here’s How to Tell

As a fan of poker, I know there’s no such thing as a sure bet. But randomly pick 100 tech startups and I’d confidently wager that the vast majority …

Artificial Intelligence

4 Reasons Why Companies Struggle To Adopt Deep Learning

Over the last years, companies have reaped the benefits of embracing data-driven methods. The <i>data 2.0</i> strategy will be driven by new AI techniques like deep learning, reinforcement learning, and Bayesian machine learning.<p>Deep learning is the state-of-the-art approach to AI across machine …

Machine Learning

Why AI must move beyond pattern-matching

5 Incredible Ways that AI Will Transform Each Business Department

It is impossible to deny the fact that AI will change the way that we do business in just a few years; it has already done so much. Currently, 32% of …

Customer Experience

Top 3 practical considerations for AI adoption in the enterprise

Across enterprises, artificial intelligence (AI) adoption is steadily rising. According to a Constellation Research survey of C-level executives in …

Machine Learning

The AI bubble won’t burst anytime soon, but change is on the horizon

During an AI podcast a couple months ago, someone asked me if AI would be the next big tech bubble to burst. This question led me to think about what AI is today and where it’s headed. What is AI, really? It’s a next-generation network and database tool that’s short for “artificial intelligence.” …

Artificial Intelligence

State of AI

Artificial intelligence (AI) is a multidisciplinary field of science whose goal is to create intelligent machines.<p>We believe that AI will be a force …

Artificial Intelligence

Engineer to combine math, machine learning and signal processing to lay groundwork for high-resolution microscope

Like our eyes, microscopes are limited in what they can see because of their resolution, or their ability to see detail. The detail, or information, …

Machine Learning

Doing Computer Vision Without Cameras

The way you walk, the way radio waves reflect off your body, and your body's thermal signature all play into the ability for AI to identify you …

Business Technology

What Are The Biggest Unresolved Problems In Artificial Intelligence?

<i>What is the biggest unresolved problem for AI? originally appeared on Quora:</i> <i>the place to gain and share knowledge, empowering people to learn from others and better understand the world</i>.<p><b>Answer by Yohan John, Neuroscience PhD, on Quora:</b><p>I think the best way to understand all the things that AI is …

Artificial Intelligence

Ways to think about machine learning

We're now four or five years into the current explosion of machine learning, and pretty much everyone has heard of it. It's not just that startups …

Machine Learning

Deep Reinforcement Learning: From Board Games to the Boardroom

In this contributed article, Andrew Vaziri, a Senior Artificial Intelligence Engineer at Bonsai, highlights how we are now entering the age of …

Machine Learning

Combating hunger with artificial intelligence

In order to improve world food conditions, a team around computer science professor Kristian Kersting was inspired by the technology behind Google …

Artificial Intelligence

The Amazing Ways Verizon Uses AI And Machine Learning To Improve Performance

Verizon’s FIOS fiber optic broadband keeps millions of US homes online. However, monitoring stability and reacting to faults and outages which affect customer experience takes huge amounts of resources.<p>Until recently, Verizon primarily relied on customer feedback to understand when the speed and …

Machine Learning