Deep Learning for Beginners Feb 2024 - Apr 2024
How to Make a Computer Think like a Human
Deep-learning has been used in many recent applications. You’ve likely seen use cases such as Stable diffusion, DALL-E image generation, ChatGPT text generation, image classification and, object detection in self-driving cars. Deep-learning is also gaining popularity in the humanities beyond NLP uses. Here are the topics we will cover:
- Tensors
- Single Linear Neuron Models and Training Loop
- Multi-Layer Models and Activation Functions
- (Images as Data: CNN and Data Loaders
- Evaluation Metrics and Model Performances
- Transfer Learning and Practical Applications</strong
Please find the syllabus of the workshop here
Join our 6-part workshop series and go from zero to building a basic image classification model. With this knowledge, you can continue to teach yourself further in expanding beyond the focus of images onto other forms of data such a text (NLP tasks).
Instructor
Aron van de Pol
Location
Location: Digital Lab, P.J. Veth 1.07
Date & Time
The workshop will run from Feb 2024 - Apr 2024
Availability
This workshop is only available in person. Please register here