I keep track of approximately 50 companies that are building deep neural network (DNN) accelerator chips and I have been criticized for not having a complete list. While there is no doubt that the market for deep learning chips is and will be growing leaps and…
A Definition First Edge Servers are servers that are not located in the cloud or a at the data center. They are primarily mounted in a closet in factory floors, airports, train and bus stations, trains, buses, autonomous vehicles, oil rigs, and virtually hundreds of other…
DOORDASH is a food delivery logistics company that connects customers, restaurants, and drivers with the intent of delivering meals. I was fortunate enough to learn the basic architecture of their big data platform and how machine learning is used to coordinate various events in their business. The…
The overall premise of machine learning is to learn from historical date and attempt to infer, estimate, or predict outcomes. Let us assume that machine learning models are fed by a set of parameters (collectively referred to as features) that can influence the outcome produced by the…
This is one of the better reports that I have come across (see the link below) and trust me I come across a fair number. It is a fairly long report containing a wealth of market information about the adoption of AI by various companies…
Google Clips: Wearable Camera Able to Use Machine Learning to Capture Spontaneous Moments in Life While impressed by Clips’ size and its underlying technology, I reserve judgement on the merits of the product and its utilitarian value in everyday life. Let us start by the engineering…
NIPS2016 (Neural Information Processing System) is an annual event that attracts the best and the brightest of the field of Machine Learning both from academia as well as industry. I attended this event last week for the very first time and was blown away by the volume and diversity…
NIPS2016 (Neural Information Processing System) is an annual event that attracts the best and the brightest of the field of Machine Learning both from academia as well as industry. I attended this event last week for the very first time and was blown away by the volume and diversity…
“Ten years ago, we struggled to find 10 machine learning-based business applications. Now we struggle to find 10 that don’t use it”. I came across this quotation from Alexander Linden of Gartner and found it very valid. My goal here is to identify a few real-world applications…
I have two objectives in this post. First I would like to present some details about NVDIA’s latest Graphics Processing Unit (GPU) chip. My second objective is to present the reasons why I believe that the availability of this GPU combined with Google’s recent release…