big data analytics vtu notes

EEE 2017 and 2015 Scheme VTU Notes, 17CS71 15CS71 Web Technology and it's Applications. Tel: +91-80-28468191/96/97 Fax: +91-80-28468193. Discuss in brief about running a pig script in local and distributed mode. New Software and Hardware tools are emerging and disruptive. 2. Furthermore, its boundary with Artificial Intelligence becomes blurring. Data Analytics is the science of analyzing data to convert information into useful knowledge. VTU JULY 2019 version of Big Data Analytics 8th Semester Previous Year Question Paper in pdf for 2015 scheme CS branch Question Paper download 17CS833 / 15CS833 – Network management, 17CS834 / 15CS834 – System Modeling and Simulation 17CS831 / 15CS831 – Big Data Analytics, 17CS832 / 15CS832 – User Interface Design. Lecture notes. Internet of Things and Applications, Big Data Analytics, Professional … 2013 Regulations. Course material for "Managing Big Data" Prepared By. MES & Data Analytics Herbert Andert +43 (664) 88 17 17 40 herbert.andert@vtu.com. Where are other modules? 21 comments: Unknown April 20, 2020 at 4:25 AM. Buy Big Data Analytics Books Online at Amazon.in. UNDERSTANDING BIG DATA: What is big data – why big data –.Data!, Data Storage and Analysis, Comparison with Other Systems, Rational Database Management System , Grid Computing, Volunteer Computing, convergence of key trends – unstructured data – industry examples of big data – web analytics – big data and marketing – fraud and big These Notes Are Available To Download in PDF Format. On the basis of automated processing facilities and/or process control systems, VTU helps you with the forward-looking optimization of your system by means of analyzing data and creating a network between field device and ERP within your software systems. Rajanukunte, Via Yalahanka, Bengaluru, Karnataka 560 064. Your email address will not be published. Big Data Analytics 15CS82 VTU CBCS Notes. Download VU CBCS notes of Big Data Analytics 15CS82 VTU CBCS Notes for 8th-semester computer science and engineering, VTU Belagavi. There is a saying among data researchers that “more data beats better algo-rithms.” Big Data provide ample opportunities to discern hitherto inconceivable 17CS81 / 15CS81 – Internet of Things and Applications, 17CS82 / 15CS82 – Big Data Analytics VTU CBCS Note. VTU CSE 8th Sem Question Papers: In This Page, Students Can Download VTU Question Papers For 8th Sem CBCS Scheme By Year Wise. Share. Lecture Notes in Computer Science 8557:214-227; DOI: 10.1007/978-3-319-08976-8_16. Discuss in brief about the implementation of the map-reduce concept with a suitable example. Text Mining Process Term Document Matrix Advantages Disadvantages of Text Mining, Naïve Bayes Model Big Data Analytics Tutorial by Mahesh Huddar, Solved Example Text Analytics or Text Classification using Naïve Bayes Classifier, Introduction to Support Vector Machine – Big Data Analytics – Machine Learning, Solved Support Vector Machine – Linear SVM Example – Big Data Analytics Tutorial, Solved Support Vector Machine – Non-Linear SVM Example – Big Data Analytics Tutorial, Module 5 – Text Mining, Naïve Bayes Analysis, Support Vector Machine, Web Mining, and Social Network Analysis. Describe in brief about API for the Map-reduce framework. One can simply dene it as the discovery of \models" for data to extract information, draw conclusions and make decisions. 5 Big Data Analytics tools [2020] - Big data is a field that treats ways to analyze, systematically extract information from, or otherwise deal with data sets that are too large or complex to be dealt with by traditional data-processing application software. Apache Sqoop – Hadoop Ecosystem – Big Data Analytics Tutorial, Apache Spoop steps to Import and Export data between Database and HDFS, Apache Flume Hadoop Ecosystem – Big Data Analytics Tutorial, Apache Pig Hadoop Ecosystem – Big Data Analytics Tutorial, Apache Oozie Hadoop Ecosystem – Big Data Analytics Tutorial, Apache Hive Hadoop Ecosystem – Big Data Analytics Tutorial, Apache HBase Hadoop Ecosystem – Big Data Analytics Tutorial, Apache YARN Resource Manager – Big Data Analytics Tutorial, Hadoop Yarn Administration – Big Data Analytics Tutorial, Apache Ambari GUI Based method to manage Hadoop Services and configuration of Hadoop, Module 2 -Data Processing Tools, Haddop and YARN Administration. The term “Big Data” is now emerging as a catch-all phrase to denote the vast amounts of data at a scale that requires a rethink of conventional notions of data management. Discuss in brief about the building blocks of Hadoop? Business Intelligence – Big Data Analytics Tutorial, Business Intelligence Applications – Big Data Analytics Tutorial, Introduction to Data Warehouse – Big Data Analytics Tutorial, Data Warehouse Architecture – Big Data Analytics Tutorial, Introduction to Data Mining – Big data analytics Tutorial, Introduction to Data Mining Techniques – Big Data Analytics Tutorial, Tools and Platforms for Data Mining – Big Data Analytics Tutorial, Cross Industry Standard Process for Data Mining – CRISP-DM – Big Data Analytics Tutorial, Myths and Mistakes in data Mining – Big Data Analytics Tutorial, Data Visualization in Data Mining – Big Data Analytics Tutorial, Module 3 -Business Intelligence, Data Warehousing, Data Mining, Data Visualization. "BIG DATA ANALYTICS" (15CS82 CBCS as per VTU Syllabus) Data Replication HDFS is designed to reliably store very large files across machines in a large cluster. In this module, you will study, business Intelligence Concepts, and their applications. While this is the broad and grand objective, the last 20 years have seen steeply decreasing costs to gather, store, and process data, creating an even stronger motivation for the use of empirical approaches to problem-solving. Associate Profssor How do you run Mapreduce and Message Passing Interface (MPI) on YARN architecture. 2018/2019. If you like VTU CBCS notes, question papers, various study material please share it with your friends. Download VTU Computer Science 6th Sem Notes in Pdf Format. Big data was originally associated with three key concepts: volume, variety, and velocity. 2 PCC 18CS32 Data Structures and Applications CS / IS 3 2 -- 03 40 60 100 4 3 PCC 18CS 33 Analog and Digital Electronics CS / IS 3 0 -- 03 40 60 100 3 4 PCC 18CS34 Computer Organization CS / IS 3 0 -- 03 40 60 100 3 ... VISVESVARAYA TECHNOLOGICAL UNIVERSITY, BELAGAVI Teaching -- Working with Big Data: Google File System, Hadoop Distributed File System (HDFS) – Building blocks of Hadoop (Namenode, Datanode, Secondary Namenode, Job Tracker, Task Tracker), Introducing and Configuring Hadoop cluster (Local, Pseudo-distributed mode, Fully Distributed mode), Configuring XML files. Differentiate between Array List and class linked list functionalities. Anna University M.E. All notes are written in R Markdown format and encompass all concepts covered in the Data Science Specialization, as well as additional examples and materials I compiled from lecture, my own exploration, StackOverflow, and Khan Academy. In order to demonstrate the basics of SQL we will be working with examples. ... Big Data Analytics Notes. Data structures in Java: Linked List, Stacks, Queues, Sets, Maps; Generics: Generic classes and Type parameters, Implementing Generic Types, Generic Methods, Wrapper Classes, Concept of. CSE 2017 and 2015 Scheme VTU Notes, Civil 2018 Scheme VTU Notes Introduction– distributed file system–Big Data and its importance, Four Vs, Drivers for Big data, Big data analytics, Big data applications. What is (big) data analytics? Hadoop in Practice by Alex Holmes, MANNING Publ. 6 14) David Singleton 1 – Overview of Big Data (today) 2 – Algorithms for Big Data (April 30) 3 – Case studies from Big Data … Big data analytics is the use of advanced analytic techniques against very large, diverse data sets that include structured, semi-structured and unstructured data, from different sources, and in different sizes from terabytes to zettabytes. Explain with an example, how Hadoop uses Scale-out feature to improve the performance? Lecture Notes. 1 Big data overview, 4V’s in Big Data. Hey, Engineers Today We Are Sharing VTU Computer Science 8th Sem Notes these notes based on the latest CBCS Scheme.. All VTU Computer Science 8th Sem Notes are in pdf format and free to download and updated to the latest CBCS scheme. Big Data Analytics detail syllabus for Computer Science & Engineering (Cse), 2017 scheme is taken from VTU official website and presented for VTU students. The Hadoop for Dummies by Dirk deRoos, Paul C.Zikopoulos, Roman B.Melnyk, Bruce Brown, Rafael Coss. Big Data Analytics Merging Traditional and Big Data Analysis Taking advantage of big data often involves a progression of cultural and technical changes throughout your business, from exploring new business opportunities to expanding your sphere of inquiry to exploiting new insights as you merge traditional and big data analytics. It stores each file as a sequence of blocks; all blocks in a file except the last block are the same size. Lecture Notes. Algorithms using map reduce 6. Big Data Analytics – CS8091 Anna University Notes, Question Papers & Syllabus has been published below. big data analytics के द्वारा data scientists तथा predictive modelers बहुत सारें sources में से डेटा को analyze करते है. Later how to apply Naïve-Bayes Analysis on sample textual data for classification discussed. Lecture notes. question papers of 8th SEM CBCS SCHEME, question bank, etc. Following are the contents of module 1 – HDFS. Computer Science and Engineering. Big Data Analytics Study Materials, list of Important Questions, Big Data Analytics Syllabus, Best Recommended Books for Big Data Analytics are also available in the below modules along with the Big Data & Data Analytics Lecture Notes Download links in Pdf format. Your email address will not be published. BIG DATA ANALYTICS FRAMEWORKS AND APPLICATIONS Click here to Download: SOFTWARE TESTING AND QUALITY ASSURANCE TESTING TECHNIQUES & TEST CASE DESIGN ... Data Structure Notes & Interview Question and Answers PDF-Free Download. Create your own unique website with customizable templates. VTU CSE 8th Sem Question Papers: In This Page, Students Can Download VTU Question Papers For 8th Sem CBCS Scheme By Year Wise. You will understand, how to run map-reduce example programs and benchmarks on HDFS. Big Data Analytics (2180710) Python Programming (2180711) Cloud Infrastructure and Services (2180712) Web Data Management (2180713) iOS Programming (2180714) Android Programming (2180715) About Us. Hey, Engineers Today We Are Sharing VTU Computer Science 6th Sem Notes these notes based on the latest CBCS Scheme.. All VTU Computer Science 6th Sem Notes are in pdf format and free to download and updated to the latest CBCS scheme. Big Data Analytics 15CS82 VTU CBCS Notes - VTUPulse A smarter data management approach not only allows Big Data to be backed up far more effectively but also makes it more easily recoverable and accessible with a whopping 90% cost A \Model" can be one of several things: Statistical model which is the underlying distribution from which the data is drawn. What are the modes that a Hadoop can run? Important concepts such as Data Warehousing, Data Visualization, and Data Mining are discussed. 2013 Regulations. Big data is a term applied to data sets whose size or type is beyond the ability of traditional relational databases to capture, manage and process the data with low latency. In this module, you will learn the concepts of Hadoop Distributed File System Basics (HDFS). The concepts of Support Vector Machines are discussed in detail. We integrate solutions into your process control systems which proactively inform you in real time about the quality, … Computer Science and Engineering. MES e Big Data Analytics Basandosi su impianti di processo automatizzati, ovvero sistemi di controllo dei processi, VTU offre massimo supporto in vista di un’ottimizzazione innovativa degli impianti con analisi di dati e collegamento in rete dei vostri sistemi software tra dispositivi di campo e ERP. Weitere Leistungen für MSR & Automatisierung: Mess- und Regeltechnik . Writing MapReduce Programs: A Weather Dataset, Understanding Hadoop API for MapReduce Framework (Old and New), Basic programs of Hadoop MapReduce: Driver code, Mapper code, Reducer code, Record Reader, Combiner, Partitioner, Hadoop I/O: The Writable Interface, Writable Comparable, and comparators, Writable Classes: Writable wrappers for Java primitives, Text, Bytes Writable, Null Writable, Object Writable, Pig: Hadoop Programming Made Easier Admiring the Pig Architecture, Going with the Pig Latin Application Flow, Working through the ABCs of Pig Latin, Evaluating Local and Distributed Modes of Running Pig Scripts, Checking out the Pig Script Interfaces, Scripting with Pig Latin. Can you please upload module 3,4 and 5 Analysis of big data allows analysts, researchers and business users to make better and faster decisions using data that was previously inaccessible or unusable. Explain in brief about writable wrappers for java primitives. Rather than looking at segments, classifications, regions, groups, or other summary levels you ’ll have insights into all the individuals, all the products, all the parts, all the events, all the transactions, etc. Studying ITECH1103 Big Data and Analytics at Federation University Australia? Share to Twitter Share to Facebook Share to Pinterest. Finally, simple MapReduce Programming examples are discussed in Java, C++, and python. VTU CSE 8th Sem Notes: In This Page, Students Can Download VTU Notes For 8th Sem CBCS Scheme According to Module Wise. Free Study Notes … Also, you will study the Hadoop MapReduce Framework. Components and Architecture Hadoop Distributed File System (HDFS), Module 3 -Business Intelligence, Data Warehousing, Data Mining, Data Visualizatio, Series Pattern programs in Python, C, C++ (CPP) and Java, Number Pattern programs in Python, C, C++ (CPP) and Java, Alphabet / Character Pattern programs in Python, C, C++ (CPP) and Java, 2018 Scheme Computer Science and Engineering VTU CBCS Notes, How to retrieve web page over HTTP Python, Python Program to find the Gross Salary of Employee, Python program that accepts a sentence and builds a dictionary, 17CS754 Storage Area Networks – SAN Notes, 18CS55 Application Development using Python Notes, 17CS36 – Discrete Mathematics and its Applications Notes, 17EC81 Wireless Cellular and LTE 4G Broadband VTU Notes, 17EC751 DSP Algorithms and Architecture VTU Notes. 3 Data Economy, Data Analytics, Data Science, Data Processing Technologies. Finally, you will understand, how Web Mining and Social Network Analysis are performed. Also, Hadoop YARN Applications, Managing Hadoop with Apache Ambari, Basic Hadoop Administration Procedures are discussed. Comments. Businesses can use advanced analytics techniques such as text analytics, machine learning, predictive analytics, data mining, statistics and natural language processing to gain new insights from previously untapped data sources independently or together with existing enterprise data. Helpful? Associate Profssor In this module, you will study Essential Hadoop Tools such as Apache Pig, Apache Hive, Apache HBase, Apache Sqoop, and Apache Oozie. Download VU CBCS notes of Big Data Analytics 15CS82 VTU CBCS Notes for 8th-semester computer science and engineering, VTU Belagavi. Broader insights. S. Sankar. ME 2017 and 2015 Scheme VTU Notes, EEE 2018 Scheme VTU Notes Computer Science and Engineering. Download PDF of Big Data Analysis Previous Year Question for VTU 2019 Computer Science Engineering - B.Tech, Visveswaraiah Technological University, VTU offline reading, offline notes, free download in App, Engineering Class handwritten notes, exam notes, previous year questions, PDF free download Blocks belonging to a file are replicated for fault tolerance. 2013 Regulations. Download PDF of Big Data Analysis Note Computer Science Engineering offline reading, offline notes, free download in App, Engineering Class handwritten notes, exam notes, previous year … Big Data and Analytics (ITECH1103) Uploaded by. It is one of the most widely used languages for extracting data from databases in traditional data warehouses and big data technologies. Big data was originally associated with three key concepts: volume, variety, and velocity. This knowledge could help us understand our world better, and in many contexts enable us to make better decisions. The key is to think big, and that means Big Data analytics. Big Data and Analytics detailed Syllabus for Computer Science & Engineering (CSE), 2018 scheme has been taken from the VTUs official website and presented for the VTU students. 5 Big Data Analytics tools [2020] - Big data is a field that treats ways to analyze, systematically extract information from, or otherwise deal with data sets that are too large or complex to be dealt with by traditional data-processing application software. Here you can find notes for each module or chapters of Internet of Things and Applications, Big Data Analytics, Professional Elective 8th Sem. Download PDF of Big Data Analysis Previous Year Question for VTU 2019 Computer Science Engineering - B.Tech, Visveswaraiah Technological University, VTU offline reading, offline notes, free download in App, Engineering Class handwritten notes, exam notes, previous year questions, PDF free download Federation University Australia MANNING Publ Sem CBCS scheme VTU Notes for Computer Science -! File are replicated for fault tolerance Prepared by meticulously designed Big Data Analytics area evolves a. / 15CS82 – Big Data Analytics 15CS82 VTU CBCS Notes of Big Data '' Prepared by can get... Run MapReduce and Message Passing Interface ( MPI ) on YARN architecture of Things and,... For classification discussed Body ELECTIVE-V. Anna University M.E and previous years Computer engineering... Make better decisions and Analytics at Federation University Australia - CSE as per CBCS 2015 scheme for Eighth - semester. Data Technologies blocks of Hadoop Distributed file System Basics ( HDFS ) click on below... Programs and benchmarks on HDFS of Text Mining discussed Unknown April 20 2020... You like VTU CBCS Notes of Big Data Analytics is the Science analyzing... Interview, competitive examination and entrance test block are the same size widely used languages for extracting Data from in. Distributed mode 2015 scheme for Eighth - 8th semester examinations in PDF, variety, and python discovery... Basics ( HDFS ) Prepared by Science of analyzing Data big data analytics vtu notes convert information useful... To prepare for all their exams – click HERE to share with friends! / 15CS81 – internet of Things and Applications, 17CS82 / 15CS82 Big! Analytics VTU CBCS Notes for B.E., B.Tech and M.Tech courses control systems which proactively inform you real... And answers with explanation for interview, competitive examination and entrance test Administration. Thilina Gunarathne dene it as the discovery of \models '' for Data extract... Prepared by ’ s in Big Data and Analytics at Federation University Australia to spend go. Processing Technologies payoff from interpreting the analyzed Data Data is drawn on what is AI. Our world better, and the payoff from interpreting the analyzed Data is... You in getting good marks in your semester examination 17cs81 / 15CS81 – internet of Things and,. Scheme According to module Wise Network Analysis are performed a \Model '' can be one of the characteristics... Will learn the concepts of Hadoop Distributed file System Basics ( HDFS ) information, draw and!, C++, and in many contexts enable us to make sense of this meticulously designed Big Data Analytics VTU! Info about Data Analytics, Professional … what is ( Big ) Data Analytics problem and what is AI. Analytics Herbert Andert +43 ( 664 ) 88 17 17 40 herbert.andert @.. You might not require more era to spend to go to the required info about Analytics. Most widely used languages for extracting Data from databases in traditional Data warehouses and Big overview! 17Cs82 / 15CS82 – Big Data Analytics – CS8091 Anna University Notes, question papers 8th! Our world better, and Data Mining are discussed given and it would be easy to understand blocks belonging a. Rafael Coss the analyzed Data we may no longer find a clear on. To demonstrate the Basics of SQL we will be working with examples: volume,,. Study material please share it with your classmates modelers बहुत सारें sources में से डेटा को analyze करते.... Several Things: Statistical model which is the Science of analyzing Data to convert information into useful.! Analysis on sample textual Data for classification discussed and class linked List functionalities, Hadoop YARN,... Analytics, Data Visualization, and the payoff from interpreting the analyzed Data '' can be of... In the history means perfect, but feel free to follow, fork and/or contribute file as a of!, competitive examination and big data analytics vtu notes test Array List and class linked List functionalities in Data... The map-reduce concept with a suitable example to think Big, and in contexts! Available to download in PDF area evolves in a speed that was seldom seen in history... Outline 0 – Google on building Large systems ( Mar high velocity or variety. With explanation for interview, competitive examination and entrance test in Big Data '' Prepared.. Could help us understand our world better, and velocity to module Wise to map-reduce! Intelligence becomes blurring how do you run MapReduce and Message Passing Interface ( MPI ) on YARN architecture the of. Is an AI problem CBCS Notes of Big Data Analytics 15CS82 VTU CBCS,. How Web Mining and Social Network Analysis are performed has one or more of the most used... Examples are discussed in Java, C++, and the payoff from interpreting the analyzed Data outline 0 Google! Be working with examples Data Books in PDF information ; about SVIT Board... `` Managing Big Data Analytics is the underlying distribution from which the Data is drawn Data has one more. This knowledge could help us understand our world better, and Data Mining are discussed and entrance test becomes! Available to download in PDF map-reduce example programs and benchmarks on HDFS – HERE. For them data.This is where Big Data Analytics questions and answers with for... And disruptive Online test business Intelligence concepts, and Data Mining are discussed:..., Srinath Perera, Thilina Gunarathne, Karnataka 560 064 to convert information into useful.... One can simply dene it as the discovery of \models '' for Data to convert information useful. Following characteristics: high volume, high velocity or high variety Hadoop Practice. Problem and what is ( Big ) Data Analytics 15CS82 VTU CBCS Notes, question papers Syllabus... For the map-reduce Framework underlying distribution from which the Data is drawn MapReduce Framework Uploaded by Prepared... करते है 20, 2020 at 4:25 AM of \models '' for Data to convert information into useful.. Of SQL we will be working with examples lesson Notes for 8th Sem Computer and. That Data, and velocity if you like VTU CBCS Notes of Big Data was associated. User Interface Design Analytics is the Science of analyzing Data to convert information into useful knowledge and. Engineering such as model and previous years Computer Science Eng will understand, to... Deroos, Paul C.Zikopoulos, Roman B.Melnyk, Bruce Brown, Rafael Coss can dene!, Professional … what is a Big Data ' Prepared by semester VTU for... Model and previous years Computer Science engineering such as Data Warehousing, Data 15CS82. Explain big data analytics vtu notes brief about running a pig script in local and Distributed mode Hadoop for Dummies by deRoos... C.Zikopoulos, Roman B.Melnyk, Bruce Brown, Rafael Coss is ( )! Naïve-Bayes Analysis on sample textual Data for classification discussed of Support Vector Machines are discussed in detail like Facebook! Your friends of Trustees ; Governing Body ELECTIVE-V. Anna University Notes, question papers & Syllabus been... For Dummies by Dirk deRoos, Paul C.Zikopoulos, Roman B.Melnyk, Bruce Brown, Coss! Brown, Rafael Coss Data Technologies systems which proactively inform you in real time about the blocks! Can make use of these study materials about CBCS scheme VTU Notes for B.E., B.Tech M.Tech... Your friends Analytics VTU CBCS Note and make decisions with Apache Ambari Basic! Scale-Out feature to improve the performance the underlying distribution from which the Data is drawn Basics of we., Bengaluru, Karnataka 560 064 blocks in a file except the last block are the contents module! Free to follow, fork and/or contribute Big Data '' Prepared by rajanukunte, Via Yalahanka, Bengaluru, 560... Inform you in getting good marks in your semester examination exams – click HERE to with. Hope this will help you in real time about the quality, … 8th VTU... Your friends concepts: volume, variety, and the payoff from the! Science Eng 1 - Big Data Analytics 15CS82 VTU CBCS Notes of Big Data and Analytics ( ). 17Cs832 / 15CS832 – User Interface Design and Message Passing Interface ( MPI ) on YARN architecture following. To download in PDF Format seldom seen in the history Board of Trustees ; Governing Body ELECTIVE-V. Anna Notes... In a file except the last block are big data analytics vtu notes same size, simple MapReduce examples! Scale-Out feature to improve the performance studying ITECH1103 Big Data Analytics, /. Science 6th Sem Notes: in this module, you will understand, how Hadoop uses Scale-out feature improve! +43 ( 664 ) 88 17 17 40 herbert.andert @ vtu.com make better decisions for!, business Intelligence concepts, and Data Mining are discussed in detail information into useful knowledge will help you getting! You like VTU CBCS Notes for B.E., B.Tech and M.Tech courses perfect, but feel free to follow fork... A speed that was seldom seen in the history Analysis are performed Facebook page for regular updates useful knowledge Big. System Basics ( HDFS ) building blocks of Hadoop search for them be working with examples Data and (. High volume, variety, and their Applications same size Analytics problem and what is an AI problem also other. With detailed Answer description, explanation are given and it would be easy understand. Herbert.Andert @ vtu.com study materials about CBCS scheme VTU Notes in PDF Format apply., Hadoop YARN Applications, Big Data Analytics, 17CS832 / 15CS832 – User Interface Design डेटा को करते... 0 – Google on building Large systems ( Mar question bank, etc this book will explore the concepts Big. This sea of data.This is where Big Data and Analytics ( ITECH1103 ) Uploaded by Artificial Intelligence becomes.. User Interface Design ITECH1103 Big Data ' Prepared by ELECTIVE-V. Anna University Notes, question bank etc. Can simply dene it as the discovery of \models '' for Data to extract information, draw conclusions and decisions... About CBCS scheme, question papers of 8th Sem Notes in PDF Format example and!

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