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

Getting started with PyTorch

Mo Patel (Independent)
9:00am12:30pm Tuesday, April 16, 2019
Implementing AI
Location: Beekman
Secondary topics:  Deep Learning and Machine Learning tools
Average rating: *....
(1.50, 2 ratings)

Who is this presentation for?

  • Data scientists and application developers

Level

Beginner

Prerequisite knowledge

  • Familiarity with Python
  • Knowledge of machine learning terms and concepts

Materials or downloads needed in advance

We will use Google Colab during the tutorial.  If you are not familiar with Colab, the minimum requirements are that you have a Google account (notably Google Drive) and a modern browser.  For more information and pre-tutorial testing, please view the Colab introductory page here: https://colab.research.google.com/notebooks/welcome.ipynb We will do live walkthrough of beginning your PyTorch journey in Colab so no need for any software to install prior to the tutorial.  Notebooks for the tutorials will be shared shortly prior to the tutorial however no advance knowledge is required we will work through the notebooks together.

What you'll learn

  • Learn PyTorch concepts and how to build machine learning models in PyTorch
  • Understand image classification, text classification, linear modeling, and transfer learning
  • Gain experience working with datasets in PyTorch for machine learning

Description

Since its arrival in January 2017, PyTorch has captured the minds of machine learning researchers and developers. Now two years later, PyTorch has matured into production-ready machine learning framework with ever-growing examples, use cases, and applications supported by a robust community. Similarly, machine learning (and its subdiscipline deep learning) has gained immense popularity closely linked to the availability of libraries such as PyTorch and promising results across domains such as computer vision and natural language understanding.

Mo Patel leads a deep dive into all aspects of the PyTorch lifecycle via hands-on examples such as image classification, text classification, and linear modeling. Along the way, you’ll explore other aspects of machine learning such as transfer learning, data modeling, and deploying to production with immersive labs.

Photo of Mo Patel

Mo Patel

Independent

Mo Patel is an independent deep learning consultant advising individuals, startups, and enterprise clients on strategic and technical AI topics. Mo has successfully managed and executed data science projects with clients across several industries, including cable, auto manufacturing, medical device manufacturing, technology, and car insurance. Previously, he was practice director for AI and deep learning at Think Big Analytics, a Teradata Company, where he mentored and advised Think Big clients and provided guidance on ongoing deep learning projects; he was also a management consultant and a software engineer earlier in his career. A continuous learner, Mo conducts research on applications of deep learning, reinforcement learning, and graph analytics toward solving existing and novel business problems and brings a diversity of educational and hands-on expertise connecting business and technology. He holds an MBA, a master’s degree in computer science, and a bachelor’s degree in mathematics.

Leave a Comment or Question

Help us make this conference the best it can be for you. Have questions you'd like this speaker to address? Suggestions for issues that deserve extra attention? Feedback that you'd like to share with the speaker and other attendees?

Join the conversation here (requires login)

Comments

Picture of Mo Patel
Mo Patel | DEEP LEARNING CONSULTANT
04/15/2019 1:26pm EDT

Ram Vee, if you have Silver or Gold conference pass it includes tutorials there is no additional registration required. Although there is no reserved seating or reservations, you can add the tutorial to your schedule (via conference app or web) to find out updates about the tutorial.

Ram Vee | DATA PLATFORM ARCHITECT
04/15/2019 1:08pm EDT

How to I register for this ? I paid for it but not able to see the registration

Picture of Mo Patel
Mo Patel | DEEP LEARNING CONSULTANT
04/11/2019 7:46pm EDT

David, Thank you for inquiring and reminding me to update the “Materials or downloads needed in advance” section. We will be using Google Colab so nothing to install just Google account with Google Drive space and a modern browser. Shortly the text in the description will be updated with these details.

David Tucker | SOFTWARE DEVELOPER
04/11/2019 6:33pm EDT

Hi, Mo. What should we install on our laptops prior to the session?