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This is short tutorial for What it is? (What do we mean by a cluster?) How it is different from decision tree? What is distance and linkage function? What is hierarchical clustering? What is scree plot & dendogram? What is non hierarchical clustering (k-means)? How to learn it in detail (step by step)? --------------------------------- Read in great detail along with Excel output, computation and SAS code ---------------------------------- https://www.udemy.com/cluster-analysis-motivation-theory-practical-application/?couponCode=FB_CA_001
Views: 139497 Gopal Malakar

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A step by step guide of how to run k-means clustering in Excel. Please note that more information on cluster analysis and a free Excel template is available at http://www.clusteranalysis4marketing.com
Views: 100276 MktgStudyGuide

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This mini course introduces subspace clustering (or segmentation) problem. It proves that motion segmentation is a subspace segmentation problem. Principle Component Analysis (PCA) is introduced and linked to Singular Value Decomposition (SVD). Most of the state-of-the-art subspace clustering algorithms utilizes some variants of the Spectral Clustering algorithm. Therefore, the Spectral Clustering algorithm is also be introduced. The PowerPoint slides can be found at http://www.tnstate.edu/computer_science/datascience/mini_courses.aspx

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This video explain how data processes in machine and how the machine learn from human. Machine Learning Artificial Intelligence Data Mining Information Technology Data Techniques Technology 2017 Machine Learning Human learning Data Process Algorithms Learning Algorithms Machine Learning Algorithms
Views: 591 M Rukhshan Ali

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Subscribe today and give the gift of knowledge to yourself or a friend data mining techniques in support of science data stewardship Data Mining Techniques in Support of Science Data Stewardship. Eric A. Kihn , M. Zhizhin NOAA/NGDC RAS/CGDS. Presentation outline. I. Background for the talk II. What is science data stewardship? III. What is data mining? IV. Techniques for SDS IV. Conclusions. Slideshow 3090551 by cody show1 : Data mining techniques in support of science data stewardship show2 : Presentation outline show3 : Motivation for this presentation show4 : What is being presented show5 : Nature june 10 1999 show6 : Ph d s and networked data show7 : Data mining techniques in support of science data stewardship show8 : Ngdc holdings mbytes by data type show9 : What is science data stewardship show10 : Why the emphasis on data mining now answer layers of data archives show11 : Levels of information analysis show12 : Data mining techniques in support of science data stewardship show13 : What is data mining show14 : Definition of data mining show15 : Application to environmental data show16 : Categories of knowledge tools show17 : Why fuzzy logic show18 : Fuzzy logic show19 : Definition of a fuzzy set show20 : Fuzzy logic1 show21 : Data mining techniques in support of science data stewardship show22 : List of events show23 : What is fuzzy clustering show24 : Types of fuzzy cluster algorithms show25 : Mountain fuzzy clustering algorithm show26 : 2d density mountains show27 : 2d mountain clustering show28 : Mountain fuzzy clustering show29 : Subtractive clustering show30 : Subtractive clustering advantages show31 : Techniques for sds
Views: 8 slideshow this

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In this video I describe how the k Nearest Neighbors algorithm works, and provide a simple example using 2-dimensional data and k = 3. This presentation is available at: http://prezi.com/ukps8hzjizqw/?utm_campaign=share&utm_medium=copy
Views: 448152 Thales Sehn Körting

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None-- Created using PowToon -- Free sign up at http://www.powtoon.com/ . Make your own animated videos and animated presentations for free. PowToon is a free tool that allows you to develop cool animated clips and animated presentations for your website, office meeting, sales pitch, nonprofit fundraiser, product launch, video resume, or anything else you could use an animated explainer video. PowToon's animation templates help you create animated presentations and animated explainer videos from scratch. Anyone can produce awesome animations quickly with PowToon, without the cost or hassle other professional animation services require.
Views: 2695 Afiq Zaimi

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Complete set of Video Lessons and Notes available only at http://www.studyyaar.com/index.php/module/20-data-warehousing-and-mining Data Mining, Classification, Clustering, Association Rules, Sequential Pattern Discovery, Regression, Deviation http://www.studyyaar.com/index.php/module-video/watch/53-data-mining
Views: 91316 StudyYaar.com

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Hierarchical Clustering Project-- Created using PowToon -- Free sign up at http://www.powtoon.com/ . Make your own animated videos and animated presentations for free. PowToon is a free tool that allows you to develop cool animated clips and animated presentations for your website, office meeting, sales pitch, nonprofit fundraiser, product launch, video resume, or anything else you could use an animated explainer video. PowToon's animation templates help you create animated presentations and animated explainer videos from scratch. Anyone can produce awesome animations quickly with PowToon, without the cost or hassle other professional animation services require.
Views: 144 Paolo Estanislao

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Including Packages ======================= * Base Paper * Complete Source Code * Complete Documentation * Complete Presentation Slides * Flow Diagram * Database File * Screenshots * Execution Procedure * Readme File * Addons * Video Tutorials * Supporting Softwares Specialization ======================= * 24/7 Support * Ticketing System * Voice Conference * Video On Demand * * Remote Connectivity * * Code Customization ** * Document Customization ** * Live Chat Support * Toll Free Support * Call Us:+91 967-774-8277, +91 967-775-1577, +91 958-553-3547 Shop Now @ http://clickmyproject.com Get Discount @ https://goo.gl/lGybbe Chat Now @ http://goo.gl/snglrO Visit Our Channel: http://www.youtube.com/clickmyproject Mail Us: [email protected]
Views: 133 Clickmyproject

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Cluster Analysis for Market Segmentation in Presentation Format.. Include information about Cluster Analysis and the relation between Cluster Analysis and Market Segmentation .. This is only for EDUCATIONAL & KNOWLEDGE purpose... :).. Hit Like if you Like the video & comment..
Views: 1062 Vishal TecHs

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#SubScribeOurChannel k means clustering example #KMeanscClustering #ImagesSegmentation Subscribe Our Channel:https://www.youtube.com/c/ProgrammingTech676﻿ HI welcome to programming tech in this tutorial we learn how to image segmentation using k-mean. computer vision tools Detect a tumor in brain using k-mean. Image segmentation is the classification of an image into different groups. Many researches have been done in the area of image segmentation using clustering. ... K -means clustering algorithm is an unsupervised algorithm and it is used to segment the interest area from the background. Source Code:https://programmingtech6.blogspot.com/p/k-mean-segmenation.html 3.Matlab Basic Tutorial Command Window Base Coding and Function. https://youtu.be/YHPULfu2ai0 4.Matlab Basic Tutorial video About Vector function and how use Matrix operation. https://youtu.be/i5sSbfgI3ow 5.Matlab Basic Tutorial video About Matrix Function and Operation. https://youtu.be/4XZG2RNhrcA 6.How to Connect Mobile Camera And Webcam with MATLAB/Laptop https://youtu.be/7th54GDufuY #7.How to plot a Graph in Matlab and Read Image show using Subploting Concept. https://youtu.be/IVFWeWzZjEw #8.How to Browse Images From Drive & HOW to apply Histogram/Equalize Histogram on Image In Matlab https://youtu.be/ZO6LVdoF4M8 #10. [Point Processing #2].How Power Law Transformation Implement On Image Using Matlab. https://youtu.be/3lw3snlDIoY #11 [POINT PROCESSING#3] How to Convert An Image To Negative Image Using For Loop in Matlab https://youtu.be/MDlKCh_e-WU #12:Extraction of Bit Planes and Merging of Bit Plane Slicing in Matlab code https://youtu.be/TSWYzxZX8EE #13.How to Install Toolboxes in Matlab and Why some Toolboxes are Not install. https://youtu.be/VYGHArawk5s 14.How to Detect Edges Using Sobel and Canny Edge Filters in Matlab. And Comparison Between Two. https://youtu.be/L6F8DgmV8Io #15 How to Detect Edges of an Image using Laplacian Filters in Matlab https://youtu.be/7aNi1m1uXxc #16 How Image Sharpening using Laplacian Filter | Matlab Code https://youtu.be/2t54KkjnV90 18. Matlab code For Smoothing filter in Digital image processing using Neighborhood https://youtu.be/1uXazxD-NaI FOR MORE Matlab Tutorial click on below link : Subscribe Our Channel:https://www.youtube.com/c/ProgrammingTech676﻿ IF YOU like VIDEO PLEASE share video comment and SUBSCRIBE CHANEL to get latest video TUTORIAL notification. Thank you Tags: Matlab Tutorials Matlab Basic Tutorial Matlab advanced Tutorials Matlab Beginner Tutorial Digital image Processing Tutorial Filters Tutorials Mathworks Tutorials Programming Tutorial Thanks
Views: 7302 Programming Tech

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Final Year Projects | An Ontology-Based Text-Mining Method to Cluster Proposals for Research Project Selection More Details: Visit http://clickmyproject.com/a-secure-erasure-codebased-cloud-storage-system-with-secure-data-forwarding-p-128.html Including Packages ======================= * Complete Source Code * Complete Documentation * Complete Presentation Slides * Flow Diagram * Database File * Screenshots * Execution Procedure * Readme File * Addons * Video Tutorials * Supporting Softwares Specialization ======================= * 24/7 Support * Ticketing System * Voice Conference * Video On Demand * * Remote Connectivity * * Code Customization ** * Document Customization ** * Live Chat Support * Toll Free Support * Call Us:+91 967-774-8277, +91 967-775-1577, +91 958-553-3547 Shop Now @ http://clickmyproject.com Get Discount @ https://goo.gl/lGybbe Chat Now @ http://goo.gl/snglrO Visit Our Channel: http://www.youtube.com/clickmyproject Mail Us: [email protected]
Views: 1382 Clickmyproject

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Views: 57 Cristian BEZA

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This video shows an example of how to create a simple presentation for a data analytics or data mining project. This particular project deals with cluster analysis for market segmentation for a large U.S. retailer, but the same outline could be used for virtually any type of data mining project. The video discusses the various sections of the presentation, and how to express your data mining results in a way that will communicate well with business audiences. The presentation uses the following agenda: - Problem Statement - Model Selection - Solution Process - Research - Software Development - Visualization - Model Results - Results Interpretation - Situation Comparison - Conclusion - Recommendation
Views: 242 Stephan Sorger

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Anomaly detection is important for data cleaning, cybersecurity, and robust AI systems. This talk will review recent work in our group on (a) benchmarking existing algorithms, (b) developing a theoretical understanding of their behavior, (c) explaining anomaly "alarms" to a data analyst, and (d) interactively re-ranking candidate anomalies in response to analyst feedback. Then the talk will describe two applications: (a) detecting and diagnosing sensor failures in weather networks and (b) open category detection in supervised learning. See more at https://www.microsoft.com/en-us/research/video/anomaly-detection-algorithms-explanations-applications/
Views: 17775 Microsoft Research

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Talk presented at SSCI2014, in Orlando. Download paper from: http://personal.ee.surrey.ac.uk/Personal/Norman.Poh/data/poh_gradcert.pdf Abstract: Student performance depends upon factors other than intrinsic ability, such as environment, socio-economic status, personality and familial-context. Capturing these patterns of influence may enable an educator to ameliorate some of these factors, or for governments to adjust social policy accordingly. In order to understand these factors, we have undertaken the exercise of predicting student performance, using a cohort of approximately 8,000 South African college students. They all took a number of tests in English and Maths. We show that it is possible to predict English comprehension test results from (1) other test results; (2) from covariates about self-efficacy, social economic status, and specific learning difficulties there are 100 survey questions altogether; (3) from other test results + covariates (combination of (1) and (2)); and from (4) a more advanced model similar to (3) except that the covariates are subject to dimensionality reduction (via PCA). Models 1-4 can predict student performance up to a standard error of 13-15%. In comparison, a random guess would have a standard error of 17%. In short, it is possible to conditionally predict student performance based on self-efficacy, socio-economic background, learning difficulties, and related academic test results.
Views: 6548 Norman Poh

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When you analyze your Excel data using cluster analysis, it often helps to visualize the clusters using an XY scatter chart. Find out how to visualize table data in a chart in this tutorial. Watch more at http://www.lynda.com/Excel-tutorials/Up-Running-Excel-Cluster-Analysis/165438-2.html?utm_campaign=55QCaggZ9Lw&utm_medium=social&utm_source=youtube-earned. This tutorial is a single movie from the Up and Running with Excel Cluster Analysis course by lynda.com author Curt Frye. The complete course is 1 hour and 10 minutes and shows how to perform cluster analysis using Excel. Connect with lynda.com: Facebook: ‪http://bit.ly/fbldc‬ Twitter: ‪http://bit.ly/ldctw‬ Google Plus: ‪http://bit.ly/gplusldc‬ LinkedIn: ‪http://bit.ly/linkldc‬

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This is my remote presentation to the big 2015 conference http://www.www2015.it/big-2015/ for our first place finish in Microsoft Malware Classification Challenge (BIG 2015) https://www.kaggle.com/c/malware-classification I'd like to thank my great teammates Xiaozhou Wang and Xueer Chen.
Views: 7776 jiwei liu

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This video is part of an online course, Intro to Machine Learning. Check out the course here: https://www.udacity.com/course/ud120. This course was designed as part of a program to help you and others become a Data Analyst. You can check out the full details of the program here: https://www.udacity.com/course/nd002.
Views: 174273 Udacity

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Java Swing based OPTICS clustering algorithm simulation. OPTICS is improved version of DBSCAN algorithm. Source code is browsable on: https://[email protected]/boetsid/public.git
Views: 8046 General Research

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Modeling Analysis (Education Dataset) in SPSS
Views: 95 gong wen

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Views: 254 University of Leeds

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Views: 58886 edureka!

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This is a power point project for CGS 3095. This is only to inform about what is medical data mining.
Views: 469 Robert Macias

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Views: 52745 edureka!

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Week 2 assignment for MooreFMIS7003 course at NCU. Prepared by FahmeenaOdetta Moore.

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Copy of Nursing Home Tracker-- Created using PowToon -- Free sign up at http://www.powtoon.com/ . Make your own animated videos and animated presentations for free. PowToon is a free tool that allows you to develop cool animated clips and animated presentations for your website, office meeting, sales pitch, nonprofit fundraiser, product launch, video resume, or anything else you could use an animated explainer video. PowToon's animation templates help you create animated presentations and animated explainer videos from scratch. Anyone can produce awesome animations quickly with PowToon, without the cost or hassle other professional animation services require.

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In this video I explain very briefly how the Random Forest algorithm works with a simple example composed by 4 decision trees. The presentation is available at: https://prezi.com/905bwnaa7dva/?utm_campaign=share&utm_medium=copy
Views: 318888 Thales Sehn Körting

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-- Created using PowToon -- Free sign up at http://www.powtoon.com/join -- Create animated videos and animated presentations for free. PowToon is a free tool that allows you to develop cool animated clips and animated presentations for your website, office meeting, sales pitch, nonprofit fundraiser, product launch, video resume, or anything else you could use an animated explainer video. PowToon's animation templates help you create animated presentations and animated explainer videos from scratch. Anyone can produce awesome animations quickly with PowToon, without the cost or hassle other professional animation services require.
Views: 38933 Azis Ikwanto

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Views: 57855 edureka!

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Views: 4949 edureka!

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Views: 109 Cristian BEZA

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-- Created using PowToon -- Free sign up at http://www.powtoon.com/youtube/ -- Create animated videos and animated presentations for free. PowToon is a free tool that allows you to develop cool animated clips and animated presentations for your website, office meeting, sales pitch, nonprofit fundraiser, product launch, video resume, or anything else you could use an animated explainer video. PowToon's animation templates help you create animated presentations and animated explainer videos from scratch. Anyone can produce awesome animations quickly with PowToon, without the cost or hassle other professional animation services require.
Views: 36426 Julia Qistina

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Views: 484 Imarticus Learning

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how does the data mining technique help in solving healthcare problem-- Created using PowToon -- Free sign up at http://www.powtoon.com/ . Make your own animated videos and animated presentations for free. PowToon is a free tool that allows you to develop cool animated clips and animated presentations for your website, office meeting, sales pitch, nonprofit fundraiser, product launch, video resume, or anything else you could use an animated explainer video. PowToon's animation templates help you create animated presentations and animated explainer videos from scratch. Anyone can produce awesome animations quickly with PowToon, without the cost or hassle other professional animation services require.
Views: 6469 Fouz Alaseeri

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Creative Decision Tree Diagram in PowerPoint Follow this step by step screencast tutorial for a simple decision tree diagram to use in your next presentation. Key Links: ********** 25 Creative Ideas MINI Training https://www.presentation-process.com/25-creative-presentation-ideas-mini-training.html Comprehensive All In One Bundle - PowerPoint Templates: https://www.presentation-process.com/comprehensive-all-in-one-powerpoint-bundle.html **Download Free Sample Templates from Comprehensive Bundle:** https://www.presentation-process.com/download-free-sample-templates-from-comprehensive-all-in-one-bundle.html Ramgopal's PowerPoint Mastery Training Program: https://www.presentation-process.com/ramgopals-powerpoint-mastery-program.html
Views: 5593 Presentation Process

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-- Created using Powtoon -- Free sign up at http://www.powtoon.com/youtube/ -- Create animated videos and animated presentations for free. PowToon is a free tool that allows you to develop cool animated clips and animated presentations for your website, office meeting, sales pitch, nonprofit fundraiser, product launch, video resume, or anything else you could use an animated explainer video. PowToon's animation templates help you create animated presentations and animated explainer videos from scratch. Anyone can produce awesome animations quickly with PowToon, without the cost or hassle other professional animation services require.
Views: 107 nurul husna

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Jonathan Explains what RFM analysis is, how it works and how you can use it too! If you want to learn more about SEOButler or RFM Analysis check us out here: https://seobutler.com/rfm/
Views: 983 SEOButler

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Data Mining - Techniques, Issues and Challenges - by Krish https://www.meetup.com/Mississauga-Big-Data-Analytics-Meetup https://kumarvn.wordpress.com/
Views: 29 Kumar VN

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Including Packages ======================= * Base Paper * Complete Source Code * Complete Documentation * Complete Presentation Slides * Flow Diagram * Database File * Screenshots * Execution Procedure * Readme File * Addons * Video Tutorials * Supporting Softwares Specialization ======================= * 24/7 Support * Ticketing System * Voice Conference * Video On Demand * * Remote Connectivity * * Code Customization ** * Document Customization ** * Live Chat Support * Toll Free Support * Call Us:+91 967-774-8277, +91 967-775-1577, +91 958-553-3547 Shop Now @ http://myprojectbazaar.com Get Discount @ https://goo.gl/dhBA4M Chat Now @ http://goo.gl/snglrO Visit Our Channel: https://www.youtube.com/user/myprojectbazaar Mail Us: [email protected]
Views: 574 myproject bazaar

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Vahab Mirrokni, Google Unifying Theory and Experiment for Large-Scale Networks http://simons.berkeley.edu/talks/vahab-mirrokni-2013-11-18
Views: 558 Simons Institute

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Examines the way a k-means cluster analysis can be conducted in RapidMinder
Views: 47578 Gregory Fulkerson

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-- Created using PowToon -- Free sign up at http://www.powtoon.com/youtube/ -- Create animated videos and animated presentations for free. PowToon is a free tool that allows you to develop cool animated clips and animated presentations for your website, office meeting, sales pitch, nonprofit fundraiser, product launch, video resume, or anything else you could use an animated explainer video. PowToon's animation templates help you create animated presentations and animated explainer videos from scratch. Anyone can produce awesome animations quickly with PowToon, without the cost or hassle other professional animation services require.
Views: 15 Intan Saktia

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