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Exercises INF 5860: Exercise 1 Linear Regression PDF

5 Pages·2021·English
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by ["Patrick O'Rourke"]| 2021| 5 pages| English

About Exercises INF 5860: Exercise 1 Linear Regression

This document contains 12 exercises covering a range of deep learning topics: - Exercises 1-3 cover linear regression, logistic regression, and basic neural networks - Exercises 4-6 discuss generalization, representations, and convolutional networks - Exercises 7-8 focus on training deep networks and popular architectures - Exercises 9-10 involve visualization, adversarial training, and recurrent neural networks - Exercises 11-12 explore reinforcement learning, unsupervised learning, and embedding techniques The exercises consist of conceptual questions about algorithms and their applications across deep learning domains.

Detailed Information

Author:["Patrick O'Rourke"]
Publication Year:2021
Pages:5
Language:English
Format:PDF
Price:FREE
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