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