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picture1_Fundamentals Of Deep Learning Pdf 179919 | 33489 Ftdl Eng


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File: Fundamentals Of Deep Learning Pdf 179919 | 33489 Ftdl Eng
FUNDAMENTALS AND BASIC TOOLS FOR DEEP LEARNING 1. SYLLABUS INFORMATION 1.1. Course title Fundamentals and Basic Tools for Deep Learning 1.2. University Universidad Autonoma de Madrid 1.3 ...

icon picture PDF Filetype PDF | Posted on 30 Jan 2023 | 2 years ago

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...Fundamentals and basic tools for deep learning syllabus information course title university universidad autonoma de madrid semester first year second details nature compulsory ects credit allotment recommendations the following skills are highly recommended calculus linear algebra probability theory statistics programming python faculty data jose ramon dorronsoro ibero phd coordinator departamento ingenieria informatica e mail uam es pablo varona martinez competences outcomes objectives main aim of this is that students understand theoretical foundations practical neural networks as well different parameters optimization techniques thereof once achieved trains to solve classification regression problems using contents introduction machine modeling basics bias variance cross validation logistic network shallow backpropagation aspects activation functions loss weight initialization decay tikhonov regularization hyper parameter tuning order methods gradient descent newton gauss quasinewto...
								

							

						
	
												
				
					
					
					
			
					
				
				
		
	

	
		





	

	
				

						

						
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										Category:  Uncategorized / Uncategorized 
										
Posted on: 30 Jan 2023 | 2 years ago
										
										
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