C500
Deep Learning & Frontier Applications
Students enter neural networks, computer vision, natural language processing, and modern architectures while learning to reproduce, tune, and explain model behavior responsibly.
Advanced AI becomes clearer when students build the pieces themselves.
C500 helps students move from classical machine learning into neural architectures and modern AI applications, while keeping evaluation and responsibility at the center.
Upcoming C500 cohorts
Deep learning is split into focused modules so students can choose neural networks, computer vision, or sequence modeling based on their goals.
C501
Neural Networks & Tuning
Network structure, training dynamics, hyperparameters, regularization, and error analysis.
- Hours
- 24 hours
- Schedule
- Tuesday 7:00-9:00 PM ET
- Price
- CAD $1,160
C502
Convolutional Neural Networks
Image classification, feature extraction, CV pipelines, and visual model interpretation.
- Hours
- 24 hours
- Schedule
- Saturday 2:00-4:00 PM ET
- Price
- CAD $1,160
C503
Sequence Models
RNNs, attention, Transformers, NLP tasks, and modern language model foundations.
- Hours
- 24 hours
- Schedule
- Thursday 7:00-9:00 PM ET
- Price
- CAD $1,160
Student outcomes
Students gain the vocabulary and lab experience needed to understand modern AI systems with technical seriousness.
- Neural network training and tuning
- Computer vision pipelines and CNN intuition
- Sequence modeling, attention, and Transformer concepts
- Responsible interpretation of frontier AI behavior