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Category: Tutorial
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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Category: Tutorial
Machine Learning and AI Foundations: Classification Modeling
Machine Learning and AI Foundations: Classification Modeling
MP4 | Video: 720p | Duration: 2:00:59 | English | Subtitles: VTT | 250.0 MB
Genre: eLearning | Language: English

One type of problem absolutely dominates machine learning and artificial intelligence: classification. Binary classification, the predominant method, sorts data into one of two categories: purchase or not, fraud or not, ill or not, etc. Machine learning and AI-based solutions need accurate, well-chosen algorithms in order to perform classification correctly. This course explains why predictive analytics projects are ultimately classification problems, and how data scientists can choose the right strategy (or strategies) for their projects. Instructor Keith McCormick draws on techniques from both traditional statistics and modern machine learning, revealing their strengths and weaknesses. Keith explains how to define your classification strategy, making it clear that the right choice is often a combination of approaches. Then, he demonstrates 11 different algorithms for building out your model, from discriminant analysis to logistic regression to artificial neural networks. Finally, learn how to overcome challenges such as dealing with missing data and performing data reduction.

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Category: Tutorial
Classification with Support Vector Machines
Classification with Support Vector Machines
MP4 | Video: AVC 1920x1080 | Audio: AAC 44KHz 2ch | Duration: 1 Hour | 246 MB
Genre: eLearning | Language: English

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Category: E-Book
Meteorites: Classification, Chemical Composition and Impacts

Meteorites: Classification, Chemical Composition and Impacts
by Rosemary Griffith and Sherman Hansen
English | 2017 | ISBN: 1536123447 | 152 Pages | PDF | 4.2 MB
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Category: Tutorial
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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Category: Tutorial
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Packt Introduction to ML Classification Models using scikit-learn-XQZT
English | Size: 994.13 MB
Category: CBTs

This course will give you a fundamental understanding of machine learning with a focus on building classification models. The basic concepts of machine learning (ML) are explained, including supervised and unsupervised learning; regression and classification; and overfitting. There are three lab sections which focus on building classification models using support vector machines, decision trees, and random forests using real data sets. The implementation will be performed using the scikit-learn library for Python
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Category: Tutorial
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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Category: Tutorial
Unsupervised Learning for Exploration and Classification of Health Data
Unsupervised Learning for Exploration and Classification of Health Data
MP4 | Video: AVC 1920x1080 | Audio: AAC 48KHz 2ch | Duration: 1 Hour 46M | 4.79 GB
Genre: eLearning | Language: English


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Category: Tutorial
Classification with Spark ML
Classification with Spark ML
MP4 | Video: AVC 1920x1080 | Audio: AAC 48KHz 2ch | Duration: 1.5 Hours | 468 MB
Genre: eLearning | Language: English

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Category: E-Book

Support Vector Machines and Evolutionary Algorithms for Classification Single or Together

Support Vector Machines and Evolutionary Algorithms for Classification: Single or Together? By Catalin Stoean, Ruxandra Stoean
2014 | 140 Pages | ISBN: 3319069403 | PDF | 3 MB

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