11 min
Understanding Training vs Inferencing and AI in Industry AI Spectrum
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- Technology
In the world of AI, a key concept is how to train a neural network to perform a particular task efficiently and accurately, then a hardware solution is created that uses the results from that training - and this is called inferencing.
The difference between these two concepts - training and inferencing - often creates confusion among people, and that's why, in today's episode, we are diving deep into explaining these two terms and how exactly they differ.
We are also painting a clear picture of the industries that use artificial intelligence and machine learning and what they're working on, so tune in, and find out more!
In this episode, you will learn:
The difference between training versus inferencing a neural network. (00:46)
Examples of frameworks that help with the training process of a neural network. (01:24)
The stage AI & ML is at, currently, in terms of safety-critical applications. (04:42)
The industries that are currently using AI & ML, and the types of applications they’re focusing on. (06:52)
Connect with Mike Fingeroff:
LinkedIn
Connect with Ellie Burns:
LinkedIn
Resources:
Catapult High-Level Synthesis
Siemens EDA
In the world of AI, a key concept is how to train a neural network to perform a particular task efficiently and accurately, then a hardware solution is created that uses the results from that training - and this is called inferencing.
The difference between these two concepts - training and inferencing - often creates confusion among people, and that's why, in today's episode, we are diving deep into explaining these two terms and how exactly they differ.
We are also painting a clear picture of the industries that use artificial intelligence and machine learning and what they're working on, so tune in, and find out more!
In this episode, you will learn:
The difference between training versus inferencing a neural network. (00:46)
Examples of frameworks that help with the training process of a neural network. (01:24)
The stage AI & ML is at, currently, in terms of safety-critical applications. (04:42)
The industries that are currently using AI & ML, and the types of applications they’re focusing on. (06:52)
Connect with Mike Fingeroff:
LinkedIn
Connect with Ellie Burns:
LinkedIn
Resources:
Catapult High-Level Synthesis
Siemens EDA
11 min