Artificial Intelligence #3 kNN & Bayes Classification method
Artificial Intelligence #3:kNN & Bayes Classification method
MP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | Duration: 2 Hours | Lec: 20 | 200 MB
Genre: eLearning | Language: English

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The Development of an Aquatic Habitat Classification System for Lakes

The Development of an Aquatic Habitat Classification System for Lakes by W. D. N. Busch
English | 2017 | ISBN: 1315898047 | 238 Pages | PDF | 60.7 MB
In the context of freshwater fisheries changing their strategies from the regulation of harvest and the enhancement of populations, to the creation and protection of habitats and the management of ecosystems, moves toward establishing an aquatic habitat classification system.

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Image Analysis and Text Classification using CNNs in PyTorch
Image Analysis and Text Classification using CNNs in PyTorch
MP4 | Video: h264, 1920x1080 | Audio: AAC, 48 KHz, 1 Ch | Duration: 55 Minutes | 1.28 GB
Genre: eLearning | Language: English

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Information Classification
Information Classification
MP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | Duration: 1.5 Hours | 128 MB
Genre: eLearning | Language: English



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Building Classification Models with TensorFlow
Building Classification Models with TensorFlow
MP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | Duration: 3 Hours 16M | 351 MB
Genre: eLearning | Language: English

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Statistical Regression and Classification From Linear Models to Machine Learning

Norman Matloff, "Statistical Regression and Classification: From Linear Models to Machine Learning"
2017 | ISBN-10: 1498710913, 113806646X | 528 pages | PDF | 3 MB

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Supervised Classification Algorithms
Supervised Classification Algorithms
MP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | Duration: 2 Hours | 497 MB
Genre: eLearning | Language: English

Classification is the sub-field of machine learning encountered more frequently than any other in data science applications. There are many different classification techniques and this course explains some of the most important ones, including algorithms such as logistic regression, k-nearest neighbors (k-NN), decision trees, ensemble models like random forests, and support vector machines.
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Multicriteria and Clustering: Classification Techniques in Agrifood and Environment

Zacharoula Andreopoulou, "Multicriteria and Clustering: Classification Techniques in Agrifood and Environment"
English | ISBN: 3319555642 | 2017 | 80 pages | PDF | 1 MB
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Crime Classification Manual: A Standard System for Investigating and Classifying Violent Crime, 3 edition

Crime Classification Manual: A Standard System for Investigating and Classifying Violent Crime, 3 edition by John Douglas and Ann W. Burgess
English | 2013 | ISBN: 1118305051 | 576 pages | PDF | 4,8 MB
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Shape Classification and Analysis: Theory and Practice, Second Edition

Luciano da Fona Costa, Roberto Marcond Cesar Jr., "Shape Classification and Analysis: Theory and Practice, Second Edition"
2009 | pages: 674 | ISBN: 0849379296 | PDF | 35,0 mb
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