Category Archives: deep learning
Deep Learning Software Revenues to Reach $35 Billion in 2025
Tractica: Top 10 use cases for deep learning, in terms of revenue, will be as follows: Static image recognition, classification, and tagging Machine/vehicular object detection/identification/avoidance Patient data processing Algorithmic trading strategy performance improvement Converting paperwork into digital data Medical image … Continue reading
Will Google Own AI? (5)
Matthew Rubashkin, Silicon Valley Data Science: “[Google’s] TensorFlow is the 800-pound Gorilla in the room in regards to quantity of tutorials, training materials, and community of developers and users.” Mentions of Deep Learning frameworks in papers uploaded to Arxiv-Sanity in March … Continue reading
Will Google Own AI? (4)
Norm Jouppi, Google: We’ve been using compute-intensive machine learning in our products for the past 15 years. We use it so much that we even designed an entirely new class of custom machine learning accelerator, the Tensor Processing Unit. Just … Continue reading
Using AI And Deep Learning To Improve Consumer Access To Credit
Artificial intelligence, machine learning and neural networks-based deep learning are concepts that have recently come to dominate venture capital funding, startup formation, promotion and exits and policy discussions. The highly-publicized triumphs over humans in Go and Poker, rapid progress in … Continue reading
Deep Learning at Google
Growing use of deep learning at Google In 2012, there was not much use of deep neural nets at Google. Over time, we built tools that other teams can pick up and use to solve their problems. The tools were … Continue reading
Pressed Data: Best of 2016
In Pressed Data, my Forbes.com column, I try to chronicle the evolution of digital technologies, their business impact, and the people behind the innovations, business models, and new ideas. In 2016, I covered artificial intelligence—the 60-year-old new new thing, … Continue reading
Posted in AI, Big Data Analytics, Data Science, deep learning, Internet of Things
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The Deep Learning Market: $1.7 Billion in 2022
MarketsAndMarkets: The deep learning market is expected to be worth $1,722.9 Million by 2022, growing at a CAGR of 65.3% between 2016 and 2022. The deep learning market has a huge potential across various industries such as advertisement, finance, and … Continue reading
The Role of Data in Statistical Modeling and Machine Learning
Oliver Schabenberger, EVP and CTO, SAS, on The difference between Statistical Modeling and Machine Learning: We can… distinguish statistical modeling, classical machine learning and modern machine learning by the role of the data. In statistical modeling, the data guide us to … Continue reading
DeepBench from Baidu: Benchmarking Hardware for Deep Learning
At the O’Reilly Artificial Intelligence conference, Baidu Research announced DeepBench, an open source benchmarking tool for evaluating the performance of deep learning operations on different hardware platforms. Greg Diamos and Sharan Narang of Baidu Research’s Silicon Valley AI Lab talked … Continue reading