Computer Science
149 LECTURES · PAGE 2 OF 7
Deep Learning for Natural Language: Embeddings
Transfer Learning: Models
Lec 11: Representation Learning: Reconstruction-Based
Yongshan Ding: Quantum Codes, Stabilizers, and Computation
How to Train a Neural Net
Introduction to Deep Learning
Mastering Your SRS Template for Medical Software
Training Deep Neural Networks (cont.); Introduction to Keras/TensorFlow; Application to Tabular Data
Revolutionizing Patient Care: EHR and PACS with Prof. Mariam Aboian
Deep Learning for Computer Vision: Building Convolutional Neural Networks from Scratch
Deep Learning for Computer Vision: Transfer Learning and Fine-Tuning; Intro to HuggingFace
Navigating AI/ML Regulations: Global Guidance for Medical Software
Generalization Theory
Architectures: Transformers
Safeguarding Health Data: HIPAA and GDPR Essentials
Generative Models: Representation Learning Meets Generative Modeling
Architectures: Memory
Demystifying Medical Device Regulations and FDA Approval for Software
Architectures: Graphs
The Software Design Document: Requirements to Implementation
Navigating Medical Software Regulations: Your Guide to Approval
Generative Models: Conditional Models
Inference Methods for Deep Learning
Lecture 13: Representation Learning Theory