Deep Learning

Vrije Universiteit Amsterdam (VU)

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Summary

Summary Deep Learning (MSc AI)
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9

82

March 2024

2023/2024
Based on lectures. I got a 9 for the exam! Deep learning becomes the leading learning and modeling paradigm in machine learning. During this course, we will present basic components of deep learning, such as: - different layers (e.g., linear layers, convolutional layers, pooling layers, recurrent layers); - non-linear activation functions (e.g., sigmoid, ReLU); - backpropagation; - learning algorithms (e.g., ADAM); - other (e.g., dropout). Further, we will show how to build deep ar...
vjblom
$10.86 More Info

Class notes

College notes Deep Learning deel 2 (XM_0083), Master VU AI
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68

February 2022

2021/2022
Those are the notes I made during the whole course, it is not a summary! As long as you understand this document you do not need to watch any lecture. With those notes I have passed the course with a 7.5.
MeldaMalkoc
$5.43 More Info

Class notes

College notes Deep Learning deel 1 (XM_0083), Master VU AI
3.0

(1)

3.0

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98

February 2022

2021/2022
Those are the notes I made during the whole course, it is not a summary! As long as you understand this document you do not need to watch any lecture. With those notes I have passed the course with a 7.5.
MeldaMalkoc
$5.43 More Info