NVIDIA Deep Learning Institute: Fundamentals of Deep Learning Workshop
Deep learning is a powerful AI approach that uses multi-layered artificial neural networks to deliver state-of-the-art accuracy in tasks such as object detection, speech recognition, and language translation. Using deep learning, computers can learn and recognize patterns from data that are considered too complex or subtle for expert-written software.
In this workshop, you’ll learn how deep learning works through hands-on exercises in computer vision and natural language processing. You’ll train deep learning models from scratch, learning tools and tricks to achieve highly accurate results. You’ll also learn to leverage freely available, state-of-the-art pre-trained models to save time and get your deep learning application up and running quickly.
Participants must register in advance.
Register and more information: https://bit.ly/NVIDIA-TULANE-DLI
Review the workshop datasheet!
Workshop Facilitator: Mahsa Lotfollahi, NVIDIA Data Scientist
Workshop Prerequisites:
All participants will need to be available for the entire day of training and be able to bring their own laptop to the workshop. Additionally, participants will need:
- An understanding of fundamental programming concepts in Python 3 such as functions, loops, dictionaries, and arrays.
- A familiarity of Pandas datastructures.
- An understanding of how to compute a regression line.
- Optional: Building a Brain in 10 Minutes. A hands-on historical overview of the very first neural networks.
Tools, libraries, frameworks used: TensorFlow 2 with Keras, Pandas
