Machine Learning School

TLA details

Name
Lecture content
Description
Content: – Embeddings; – Motivational example: face recognition and clustering; – Why a standard deep classifier would fail; – Distance measures / preprocessing / learning; – Embeddings in general: – Classifiers; – Word embeddings; – Dimensionality reduction; – Reinforcement learning; – ... – Face embeddings and clustering; – ...
Learning type
Acquisition
Description Learning through acquisition is what learners are doing when they are listening to a lecture or podcast, reading from books or websites, and watching demos or videos.
Example usage Reading books, papers, listening to teacher presentations face-to-face, lectures, watching animations, videos,…
Workload
120
Activity delivery
Online
On-site
Hybrid
Synchronous
Asynchronous
Teacher-present
Teacher not present
Collaboration
Work in groups
Feedback

Assessment