The Competence Centre’s ITC Cluster proposes a two day digital workshop in collaboration with NVIDIA’s Deep Learning Institute (DLI).
Businesses worldwide are using artificial intelligence (AI) to solve their greatest challenges. Healthcare professionals use AI to enable more accurate, faster diagnoses in patients. Retail businesses use it to offer personalized customer shopping experiences. Automakers use it to make personal vehicles, shared mobility, and delivery services safer and more efficient.
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.
Each participants will:
Start solving your own problems with Deep Learning!
This full-day hands-on Deep Learning fundamentals workshop is part of NVIDIA’s Deep Learning Institute. The course teaches the basics of deep learning by training and deploying neural networks.
Each participant will:
- Learn the fundamental techniques and tools required to train a deep learning model
- Gain experience with common deep learning data types and model architectures
- Enhance datasets through data augmentation to improve model accuracy
- Leverage transfer learning between models to achieve efficient results with less data and computation
- Build confidence to take on your own project with a modern deep learning framework
This course is based on NVIDIA’s DLI cloud infrastructure. Via only an internet browser, each participant gains access to a web teaching platform, an instance of the NVIDIA DIGITS Deep Learning framework, all running on state-of-the-art GPU hardware servers.
All participants will work on hands-on exercises, receiving realistic experience in training, deploying, and optimizing Neural Networks.
Day 1 : 28th June
Day 2 : 29th June
Organised by Competence Centre:
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