14–17 Oct 2019

Deep learning with PyTorch

Rich Ott (The Pragmatic Institute)
Monday, 14 Oct & Tuesday, 15 Oct,
9:00-17:00
Location: Westminster Suite

Participants should plan to attend both days of this 2-day training course. To attend training courses, you must register for a Platinum or Training pass; does not include access to tutorials on Tuesday.

PyTorch is a machine learning library for Python that allows you to build deep neural networks with great flexibility. Its easy-to-use API and seamless use of GPUs make it a sought-after tool for deep learning. Join Rich Ott to get the knowledge you need to build deep learning models using real-world datasets and PyTorch.

What you'll learn, and how you can apply it

  • Understand PyTorch's tensors and automatic differentiation package
  • Examine different deep learning model architectures
  • Learn to build and train deep neural networks in PyTorch

Who is this presentation for?

  • You're a developer or analyst with some machine learning and Python experience.

Level

Intermediate

Prerequisites:

  • A basic understanding of Python, matrices and linear algebra, modeling and machine learning, and neural networks

Outline

Day 1

  • PyTorch tensors
  • Automatic differentiation package
  • Neural networks
  • Multilayer perceptrons

Day 2

  • Network architectures
  • Convolutional neural network
  • Autoencoders

About your instructor

Photo of Rich Ott

Richard Ott obtained his PhD in particle physics from the Massachusetts Institute of Technology, followed by postdoctoral research at the University of California, Davis. He then decided to work in industry, taking a role as a data scientist and software engineer at Verizon for two years. When the opportunity to combine his interest in data with his love of teaching arose at The Data Incubator, he joined and has been teaching there ever since.

Conference registration

Get the Platinum pass or the Training pass to add this course to your package.

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Comments

Picture of Rich Ott
Rich Ott | Pragmatic Data Instructor
4/11/2019 18:26 GMT

Hi Florent,

Send me an email and I’ll get you a link. It’s

rich at thedataincubator.com

Best,

Rich

Florent Storme | Data Scientist
4/11/2019 9:06 GMT

Dear Dr Ott,

Unfortunately, I lost the files associated with the training.
Is there any way to get a copy of the notebooks ?

Thanks in advance,

Best regards,

Florent Storme

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