Learn how deep learning works through hands-on exercises
Fundamentals of Deep Learning
2 Feb 2023 09:00 - 17:00
Learn how deep learning (DL) works through hands-on exercises in computer vision and natural language processing (NLP). You will train deep learning models from scratch, and pick up tricks and tools for achieving highly accurate results along the way. 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.
Practical information:
2 Feb 2023 09:00 - 17:00
Online
English
Target audience: Anyone who wants to learn how deep learning works
Want to register?
- Prerequisites: Understanding of fundamental programming concepts in Python 3, familiarity with pandas data structures and an understanding of how to compute a regression line
- Price: free
Georganiseerd door:
Learning objectives
By participating in this workshop, you’ll:
- 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