AI Academy AI-100 2 Supervised Learning with Neural Networks

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1:09:15

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01 - Introduction

01 - The LinkedIn AI Academy Neural networks are the heart of AI.mp4

01:01

02 - 1. Deep Neural Networks

01 - Neuron Basic element of neural net.mp4

05:29

02 - Neural nets and nonlinearly separable classification.mp4

04:25

03 - Multiclass deep neural networks.mp4

03:04

03 - 2. Convolutional Networks

01 - What is a convolutional filter.mp4

03:58

02 - Deep convolutional neural networks.mp4

03:30

03 - Transfer learning.mp4

03:46

04 - 3. Sequence Classifiers

01 - Modeling sequences with language models.mp4

03:31

02 - Recurrent neural network language models.mp4

03:43

03 - Machine translation and encoder-decoder networks.mp4

05:35

04 - Attention-based neural networks.mp4

06:02

05 - Transformer model.mp4

04:00

06 - Pretrained language models.mp4

05:39

05 - 4. Graph Neural Networks

01 - Motivation and introduction.mp4

04:15

02 - Node embeddings.mp4

05:27

03 - Graph neural networks.mp4

05:07

06 - Conclusion

01 - Continuing the AI-100 learning path.mp4

00:43

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LinkedIn Learning is an American online learning provider. It provides video courses taught by industry experts in software, creative, and business skills. It is a subsidiary of LinkedIn. All the courses on LinkedIn fall into four categories: Business, Creative, Technology and Certifications. It was founded in 1995 by Lynda Weinman as Lynda.com before being acquired by LinkedIn in 2015. Microsoft acquired LinkedIn in December 2016.