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LDR05232cmm uu200589Ka 4500
001000000301597
003OCoLC
00520230519143429
006m o d
007cr cnu---unuuu
008130426s2013 enka o 001 0 eng d
019 ▼a 840258573
020 ▼a 9781782162650 (electronic bk.)
020 ▼a 1782162658 (electronic bk.)
020 ▼z 178216264X
020 ▼z 9781782162643
035 ▼a (OCoLC)840899851
040 ▼a N$T ▼c N$T ▼d YDXCP ▼d MHW ▼d IDEBK ▼d E7B ▼d MEAUC ▼d 248032
049 ▼a K4RA
050 4 ▼a QA76.73.J38
072 7 ▼a COM ▼x 051310 ▼2 bisacsh
072 7 ▼a COM ▼x 051280 ▼2 bisacsh
072 7 ▼a COM ▼x 051130 ▼2 bisacsh
08204 ▼a 005.133 ▼2 23
1001 ▼a Rochester, Eric.
24510 ▼a Clojure data analysis cookbook ▼h [electronic resource] : ▼b over 110 recipes to help you dive into the world of practical data analysis using Clojure / ▼c Eric Rochester.
260 ▼a Birmingham, UK : ▼b Packt Publishing, ▼c c2013.
300 ▼a 1 online resource : ▼b ill.
500 ▼a Includes index.
5050 ▼a Cover; Copyright; Credits; About the Author; About the Reviewers; www.PacktPub.com; Table of Contents; Preface; Chapter 1: Importing Data for Analysis; Introduction; Creating a new project; Reading CSV data into Incanter datasets; Reading JSON data into Incanter datasets; Reading data from Excel with Incanter; Reading data from JDBC databases; Reading XML data into Incanter datasets; Scraping data from tables in web pages; Scraping textual data from web pages; Reading RDF data; Reading RDF data with SPARQL; Aggregating data from different formats; Chapter 2: Cleaning and Validating Data
5058 ▼a IntroductionCleaning data with regular expressions; Maintaining consistency with synonym maps; Identifying and removing duplicate data; Normalizing numbers; Rescaling values; Normalizing dates and times; Lazily processing very large data sets; Sampling from very large data sets; Fixing spelling errors; Parsing custom data formats; Validating data with Valip; Chapter 3: Managing Complexity with Concurrent Programming; Introduction; Managing program complexity with STM; Managing program complexity with agents; Getting better performance with commute; Combining agents and STM
5058 ▼a Maintaining consistency with ensureIntroducing safe side effects into the STM; Maintaining data consistency with validators; Tracking processing with watchers; Debugging concurrent programs with watchers; Recovering from errors in agents; Managing input with sized queues; Chapter 4: Improving Performance with Parallel Programming; Introduction; Parallelizing processing with pmap; Parallelizing processing with Incanter; Partitioning Monte Carlo simulations for better pmap performance; Finding the optimal partition size with simulated annealing; Parallelizing with reducers
5058 ▼a Generating online summary statistics with reducersHarnessing your GPU with OpenCL and Calx; Using type hints; Benchmarking with Criterium; Chapter 5: Distributed Data Processing with Cascalog; Introduction; Distributed processing with Cascalog and Hadoop; Querying data with Cascalog; Distributing data with Apache HDFS; Parsing CSV files with Cascalog; Complex queries with Cascalog; Aggregating data with Cascalog; Defining new Cascalog operators; Composing Cascalog queries; Handling errors in Cascalog workflows; Transforming data with Cascalog
5058 ▼a Executing Cascalog queries in the Cloud with PalletChapter 6: Working with Incanter Datasets; Introduction; Loading Incanter's sample datasets; Loading Clojure data structures into datasets; Viewing datasets interactively with view; Converting datasets to matrices; Using infix formulas in Incanter; Selecting columns with ; Selecting rows with ; Filtering datasets with where; Grouping data with group-by; Saving datasets to CSV and JSON; Projecting from multiple datasets with join; Chapter 7: Preparing for and Performing Statistical Data Analysis with Incanter; Introduction
520 ▼a Full of practical tips, the ""Clojure Data Analysis Cookbook"" will help you fully utilize your data through a series of step-by-step, real world recipes covering every aspect of data analysis.Prior experience with Clojure and data analysis techniques and workflows will be beneficial, but not essential.
588 ▼a Title from PDF title page (viewed Apr. 26, 2013)
650 0 ▼a Clojure (Computer program language)
650 0 ▼a JavaScript (Computer program language)
650 0 ▼a Computer programming.
650 0 ▼a Application software ▼x Development.
650 7 ▼a COMPUTERS / Programming Languages / C#. ▼2 bisacsh
650 7 ▼a COMPUTERS / Programming Languages / Java. ▼2 bisacsh
650 7 ▼a COMPUTERS / Programming Languages / Pascal. ▼2 bisacsh
655 4 ▼a Electronic books.
77608 ▼c Original ▼z 178216264X ▼z 9781782162643 ▼w (OCoLC)834978161
85640 ▼3 EBSCOhost ▼u http://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&db=nlabk&AN=562004
938 ▼a EBSCOhost ▼b EBSC ▼n 562004
938 ▼a YBP Library Services ▼b YANK ▼n 10407508
938 ▼a Ingram Digital eBook Collection ▼b IDEB ▼n cis25210272
938 ▼a ebrary ▼b EBRY ▼n ebr10682464
990 ▼a 관리자
994 ▼a 92 ▼b K4R