deep learning

build & train deep neural network models using current frameworks such as PyTorch

June 27, 2019 | Nashville, TN

description

This workshop will introduce the fundamentals of deep learning from the ground up.

Find out what Deep Learning is, why it is different (and better!), and how to use it effectively.

The workshop will cover several interesting applications along the way, including computer vision and natural language processing.

Practical notebooks using the PyTorch framework will also be covered, demonstrating how you can easily apply it to your problems.

Intended audience: Data scientists with some machine learning knowledge who are curious to find out what deep learning can offer

experience level:

zsolt kira, ph.d. | asst. professor & branch chief, georgia institute of technology

Zsolt is a Senior Research Scientist at the Georgia Tech Research Institute, where he leads a group of researchers as the Chief of the Machine Learning and Analytics branch.

Dr. Kira serves as the Associate Director of ML@GT which is the machine learning center recently created at Georgia Tech.  He also recently accepted an offer to join Georgia Tech's School of Interactive Computing as an Assistant Professor in the College of Computing.

topics + tools

deep learning basics

learn the workflows, tools, and approaches that data scientists use to analyze and transform data it into insights

neural networks

walk through the foundation of Python and commonly used Python packages including: pandas, matplotlib, and scikit-learn

real-world applications

walk through the foundation of Python and commonly used Python packages including: pandas, matplotlib, and scikit-learn

schedule + lesson plan

thurs, february 28th 2019 | 8 am-4 pm

workshops: 8 am-4 pm  |  happy hour: 4-6 pm  |  healthcare analytics panel: 6-9 pm

morning

8:00 am - 9:00 am

Breakfast + Registration

9:00 am - 10:30 am

Morning Session

10:30 am - 10:45 am

Coffee + Tea Break

10:45 am - 12:00 pm

Morning Session Cont'd

12:00 pm - 1:00 pm

Lunch + Networking

afternoon

1:00 pm - 2:30 pm

Afternoon Session

2:30 pm - 2:45 pm

Coffee + Tea Break

2:45 pm - 3:30 pm

Afternoon Session Cont'd

3:30 pm - 4:00 pm

Conclude + Q&A

- lesson plan coming soon! -

4:00 pm - 6:00 pm

Post-Workshop Happy Hour

  • Drinks and light refreshments at South City Kitchen

Option to work remotely from Atlanta Tech Village

  • Conference rooms TBD

6:00 pm - 9:00 pm

Healthcare Analytics Panel

  • Dinner and open bar included
  • Register for Healthcare Analytics Panel HERE
    • Purchase bundled tickets for additional savings

venue + parking

location TBA soon!