Suggested activity
Neural Net Architectures Explained
Deep dive into CNNs, RNNs, Transformers, and their core building blocks. Understand the 'why' behind each.
Suggested activity
ML Model Selection Workshop
Guide to choosing the right ML model for your specific problem and data. Practical considerations.
Suggested activity
Code Walkthrough: Simple NN
Hands-on coding session: building and training a basic neural network from scratch with Python.
Suggested activity
Ethical AI & Bias in Models
Discussing fairness, accountability, and transparency in deep learning systems. Identifying and mitigating bias.
Suggested activity
Future of AI: Trends & Research
Exploring emerging research areas, novel applications, and the trajectory of intelligent systems.
Suggested activity
Troubleshooting DL Models
Common challenges in deep learning (overfitting, vanishing gradients) and practical solutions.