Put AI to Work
April 15-18, 2019
New York, NY

In-Person Training
Deep learning with PyTorch

Ana Hocevar (The Data Incubator)
Monday, April 15 & Tuesday, April 16,
9:00am - 5:00pm
Location: Madison
Secondary topics:  Deep Learning and Machine Learning tools

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 users 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. Ana Hocevar introduces the PyTorch workflow and demonstrates how to use it to build deep learning models using real-world datasets.

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

  • Explore PyTorch's tensors and automatic differentiation package
  • Learn how to build and train deep neural networks in PyTorch
  • Understand a variety of deep learning model architectures

This training is for you because...

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

Prerequisites:

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

Outline

Day 1

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

Day 2

  • Network architectures,
  • Convolutional neural networks
  • Autoencoders

About your instructor

Photo of Ana Hocevar

Ana Hocevar is a data scientist in residence at the Data Incubator, where she combines her love for coding and teaching. Ana has more than a decade of experience in physics and neuroscience research and over five years of teaching experience. Previously, she was a postdoctoral fellow at the Rockefeller University, where she worked on developing and implementing an underwater touchscreen for dolphins. She holds a PhD in physics.

Conference registration

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

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Comments

Picture of Andre' Morrow
Andre' Morrow | SPEAKER MANAGER
02/19/2019 7:43am EST

New York Hilton Midtown
1335 Avenue of the Americas
New York, New York, 10019

Harlem Suite – 4th Floor

Anders Steinlein | CO-FOUNDER
02/19/2019 5:29am EST

Hi, what’s the exact location of this training?