Completed
Lesson 3: Deep Learning 2019 - Data blocks; Multi-label classification; Segmentation
Class Central Classrooms beta
YouTube videos curated by Class Central.
Classroom Contents
Practical Deep Learning for Coders 2019
Automatically move to the next video in the Classroom when playback concludes
- 1 Lesson 1: Deep Learning 2019 - Image classification
- 2 Lesson 2: Deep Learning 2019 - Data cleaning and production; SGD from scratch
- 3 Lesson 3: Deep Learning 2019 - Data blocks; Multi-label classification; Segmentation
- 4 Lesson 4: Deep Learning 2019 - NLP; Tabular data; Collaborative filtering; Embeddings
- 5 Lesson 5: Deep Learning 2019 - Back propagation; Accelerated SGD; Neural net from scratch
- 6 Lesson 6: Deep Learning 2019 - Regularization; Convolutions; Data ethics
- 7 Lesson 7: Deep Learning 2019 - Resnets from scratch; U-net; Generative (adversarial) networks
