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How kNN algorithm works
 
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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: 448097 Thales Sehn Körting
K-Means Clustering - Methods using Scikit-learn in Python - Tutorial 23 in Jupyter Notebook
 
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In this tutorial on Python for Data Science, you will learn about how to do K-means clustering/Methods using pandas, scipy, numpy and Scikit-learn libraries in Jupyter notebook. This is the 23th Video of Python for Data Science Course! In This series I will explain to you Python and Data Science all the time! It is a deep rooted fact, Python is the best programming language for data analysis because of its libraries for manipulating, storing, and gaining understanding from data. Watch this video to learn about the language that make Python the data science powerhouse. Jupyter Notebooks have become very popular in the last few years, and for good reason. They allow you to create and share documents that contain live code, equations, visualizations and markdown text. This can all be run from directly in the browser. It is an essential tool to learn if you are getting started in Data Science, but will also have tons of benefits outside of that field. Harvard Business Review named data scientist "the sexiest job of the 21st century." Python pandas is a commonly-used tool in the industry to easily and professionally clean, analyze, and visualize data of varying sizes and types. We'll learn how to use pandas, Scipy, Sci-kit learn and matplotlib tools to extract meaningful insights and recommendations from real-world datasets Python Data Science Practice Jupyter notebooks and Data Sets: https://github.com/theengineeringworld/Python-data-science
Views: 29051 TheEngineeringWorld
How to run cluster analysis in Excel
 
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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: 100264 MktgStudyGuide
Weka Data Mining Tutorial for First Time & Beginner Users
 
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23-minute beginner-friendly introduction to data mining with WEKA. Examples of algorithms to get you started with WEKA: logistic regression, decision tree, neural network and support vector machine. Update 7/20/2018: I put data files in .ARFF here http://pastebin.com/Ea55rc3j and in .CSV here http://pastebin.com/4sG90tTu Sorry uploading the data file took so long...it was on an old laptop.
Views: 471877 Brandon Weinberg
How to Perform K-Means Clustering in R Statistical Computing
 
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In this video I go over how to perform k-means clustering using r statistical computing. Clustering analysis is performed and the results are interpreted. http://www.influxity.com
Views: 206834 Influxity
Cluster Analysis on R
 
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Views: 3644 Jinsuh Lee
Presentation Data Mining & Decision-making: Case of Amazon.com
 
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Week 2 assignment for MooreFMIS7003 course at NCU. Prepared by FahmeenaOdetta Moore.
Implementasi Data Mining Algoritma Apriori Pada Sistem Persediaan Alat - Alat Kesehatan
 
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IMPLEMENTASI DATA MINING ALGORITMA APRIORI PADA SISTEM PERSEDIAAN ALAT-ALAT KESEHATAN File Jurnal : http://vokasi.uho.ac.id/statistika/assets/download/15121204230717.%20Jurnal%20Kenendy.pdf File Excel, Mentahan Aplikasi Tanagra & Tutorial Penyimpanan Excel to Tanagra : http://bit.ly/2sKyGgR UAS Data Mining 2016/2017 - Semester 6 Sistem Informasi Telkom University (Mencari implementasi metode2 Data Mining dalam bentuk paper dan membuat video praktek)
Tutorial K-Means Cluster Analysis in RapidMiner
 
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Examines the way a k-means cluster analysis can be conducted in RapidMinder
Views: 47576 Gregory Fulkerson
Getting Started with Java Deep Learning : Classification and Clustering | packtpub.com
 
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This playlist/video has been uploaded for Marketing purposes and contains only selective videos. For the entire video course and code, visit [http://bit.ly/2mVwA95]. This video shows you what classification and clustering are and how they can be implemented in Java using industry standard framework deeplearning4j. • Understand the concept of classification and clustering • Load the data to the deeplearning4j framework for further application • Run the algorithms with a live example using the deeplearning4j framework For the latest Big Data and Business Intelligence video tutorials, please visit http://bit.ly/1HCjJik Find us on Facebook -- http://www.facebook.com/Packtvideo Follow us on Twitter - http://www.twitter.com/packtvideo
Views: 1913 Packt Video
Tutorial Weka - Implementasi Algoritma Apriori (Bahasa Indonesia)
 
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Tutorial menggunakan tools Data Mining, Weka dengan mengimplementasikan algoritma Apriori. File .csv pada video dapat diunduh di https://drive.google.com/open?id=0B45eeCYWoMt-bUUxZzRZUmstcjQ Unduh Weka di https://sourceforge.net/projects/weka/files/latest/download?source=files
Views: 6670 Ahmad Banyu Rachman
RStudio Tutorial For Beginners | RStudio Installation  | R Tutorial | R Training | Edureka
 
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( R Training : https://www.edureka.co/r-for-analytics ) This Edureka RStudio Tutorial For Beginners will help you in understanding the need for Rstudio and how it is used. Check out our blog: R Tutorial – A Beginner’s Guide to Learning R Programming( https://goo.gl/UeKg5g ) Check out our R Playlist: https://goo.gl/huUh7Y Subscribe to our channel to get video updates. Hit the subscribe button above. #R #RStudio #Rtutorial #Ronlinetraining #Rforbeginners #Rprogramming How it Works? 1. This is a 5 Week Instructor led Online Course, 30 hours of assignment and 20 hours of project work 2. We have a 24x7 One-on-One LIVE Technical Support to help you with any problems you might face or any clarifications you may require during the course. 3. At the end of the training you will be working on a real time project for which we will provide you a Grade and a Verifiable Certificate! - - - - - - - - - - - - - - - - - About the Course edureka's Data Analytics with R training course is specially designed to provide the requisite knowledge and skills to become a successful analytics professional. It covers concepts of Data Manipulation, Exploratory Data Analysis, etc before moving over to advanced topics like the Ensemble of Decision trees, Collaborative filtering, etc. During our Data Analytics with R Certification training, our instructors will help you: 1. Understand concepts around Business Intelligence and Business Analytics 2. Explore Recommendation Systems with functions like Association Rule Mining , user-based collaborative filtering and Item-based collaborative filtering among others 3. Apply various supervised machine learning techniques 4. Perform Analysis of Variance (ANOVA) 5. Learn where to use algorithms - Decision Trees, Logistic Regression, Support Vector Machines, Ensemble Techniques etc 6. Use various packages in R to create fancy plots 7. Work on a real-life project, implementing supervised and unsupervised machine learning techniques to derive business insights - - - - - - - - - - - - - - - - - - - Who should go for this course? This course is meant for all those students and professionals who are interested in working in analytics industry and are keen to enhance their technical skills with exposure to cutting-edge practices. This is a great course for all those who are ambitious to become 'Data Analysts' in near future. This is a must learn course for professionals from Mathematics, Statistics or Economics background and interested in learning Business Analytics. - - - - - - - - - - - - - - - - Why learn Data Analytics with R? The Data Analytics with R training certifies you in mastering the most popular Analytics tool. "R" wins on Statistical Capability, Graphical capability, Cost, rich set of packages and is the most preferred tool for Data Scientists. Below is a blog that will help you understand the significance of R and Data Science: Mastering R Is The First Step For A Top-Class Data Science Career Having Data Science skills is a highly preferred learning path after the Data Analytics with R training. Check out the upgraded Data Science Course For more information, please write back to us at [email protected] or call us at IND: 9606058406 / US: 18338555775 (toll-free). Facebook: https://www.facebook.com/edurekaIN/ Twitter: https://twitter.com/edurekain LinkedIn: https://www.linkedin.com/company/edureka
Views: 54414 edureka!
Bài 03: Lập trình khai phá luật kết hợp bằng thuật toán Apriori
 
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Khai phá luật kết hợp bằng Apriori sử dụng WEKA API http://cuongndh.blogspot.com/p/khai-pha-du-lieu.html
Views: 3278 Nguyễn Cương