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Deep Learning with PyTorch and Transfer Learning - AI Workshop - by SFBay ACM

SFBayACM (www.sfbayacm.org)

Saturday, September 28, 2019 from 8:30 AM to 5:00 PM

Deep Learning with PyTorch and Transfer Learning - AI...

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Ticket Type Sales End Price Fee Quantity
Early-bird Registration   more info Ended $125.00 $0.00
Registration Sep 28, 2019 $150.00 $0.00

Share Deep Learning with PyTorch and Transfer Learning - AI Workshop - by SFBay ACM

Event Details

Deep Learning with PyTorch 

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Abstract - PyTorch is the fastest growing framework to build deep learning algorithms. In this full-day workshop, we will cover the foundational elements of PyTorch and provide an intuitive understanding of model development from scratch. To solve real-world problems, we will cover a very critical area of AI called Transfer Learning, where you can build models on top of those created by Google and others. So if you are looking to expand your skill set in AI with the latest tools and techniques, this is a workshop you do not want to miss. 

Content: You will have access to all the notebooks, training material to build your own apps. You should be able to directly work on these using Google Colab. For the Workshop itself, we will have AWS instances available for use.

Lead Instructor: Ravi Ilango (Data Scientist)

Group rate available: ($130 / person. Please contact us for signing-up.)

Key topics covered 

(This will be a very lecture and lab heavy workshop. You're encouraged to attend our Data Science SIG earlier that week to get the fundamental concepts. We will have several TAs on-site to help with the learning process, but expect the class to move at a fairly fast clip!)

  • Fundamentals and application of ML / DL 
    • Tools, techniques with a focus on PyTorch
  • Lab - using PyTorch to build and train deep neural networks. Cover image classification
  • PyTorch deep dive (Convolutional Neural networks, Recurrent Neural networks, Fault detection)
  • Lab - Build and train advanced detection models (different use cases)
  • Transfer learning
  • Lab - Transfer learning
  • Optimizing your solution for deployment 
  • Lab - OpenVINO, TorchScript

PDS Chair & Organizer: Yashesh Shroff, Ph.D. (Lead Strategy Planner, Intel Corp) twitter @yashroff

For more information about Registration, please contact SF Bay Chapter of the ACM, yshroff at g | m | a i l

We look forward to seeing you at the Fall PDS 2019 event!


Have questions about Deep Learning with PyTorch and Transfer Learning - AI Workshop - by SFBay ACM? Contact SFBayACM (www.sfbayacm.org)

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When & Where


Volvo Group
335 E. Middlefield Rd.
Mountain View, CA 94043

Saturday, September 28, 2019 from 8:30 AM to 5:00 PM


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