Interested in Artificial Intelligence? For part one, Andres Rodriguez, Intel Fellow and AI Architect, explains the fundamentals of AI, the basics of deep learning and details of neural networks. You can learn about the impact of these concepts in driving key workloads like recommendations systems, natural language processing and computer vision.
Andres Rodriguez, works in Intel's Data Center and AI Group, exploring hardware architectures that are needed to train and deploy AI workloads - from CPUs, to GPUs, to new custom-built AI accelerators, to FPGAs, and some of their unique and shared features.
Architecture All Access Season 2 is a master class technology series, featuring Senior Intel Technical Leaders taking an educational approach in explaining the historical impact and future innovations in their technical domains. Here at Intel, our mission is to create world-changing technology that improves the life of every person on earth. If you would like to learn more about AI, Wi-Fi, Ethernet and Neuromorphic Computing, subscribe and hit the bell to get instant notifications of new episodes.
Chapters:
0:00 Artificial Intelligence Fundamentals
0:56 Meet Andres Roriguez, Intel Fellow and AI architect
1:09 Topics we are covering
1:37 Machine learning
2:11 Deep learning and what is a neural network?
3:06 How neural networks work
7:00 Computational details of hardware features in neural networks
8:03 GEMM computations
9:15 Inference or Serving
11:21 Newer neural networks
12:34 32-bit Floating Point
13:22 What's in Part Two?
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Architecture All Access: Artificial Intelligence Part 1 - Fundamentals | Intel Technology
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