Articoli correlati a Data Algorithms
Sinossi
If you are ready to dive into the MapReduce framework for processing large datasets, this practical book takes you step by step through the algorithms and tools you need to build distributed MapReduce applications with Apache Hadoop or Apache Spark. Each chapter provides a recipe for solving a massive computational problem, such as building a recommendation system. Youâ??ll learn how to implement the appropriate MapReduce solution with code that you can use in your projects.
Dr. Mahmoud Parsian covers basic design patterns, optimization techniques, and data mining and machine learning solutions for problems in bioinformatics, genomics, statistics, and social network analysis. This book also includes an overview of MapReduce, Hadoop, and Spark.
Topics include:
- Market basket analysis for a large set of transactions
- Data mining algorithms (K-means, KNN, and Naive Bayes)
- Using huge genomic data to sequence DNA and RNA
- Naive Bayes theorem and Markov chains for data and market prediction
- Recommendation algorithms and pairwise document similarity
- Linear regression, Cox regression, and Pearson correlation
- Allelic frequency and mining DNA
- Social network analysis (recommendation systems, counting triangles, sentiment analysis)
Le informazioni nella sezione "Riassunto" possono far riferimento a edizioni diverse di questo titolo.
Informazioni sull?autore
<div><p>Mahmoud Parsian, Ph.D. in Computer Science, is a practicingsoftware professional with 30 years of experience as a developer,designer, architect, and author. For the past 15 years, he hasbeen involved in Java server-side, databases, MapReduce, anddistributed computing. Dr. Parsian currently leads Illumina'sBig Data team, which is focused on large-scale genome analyticsand distributed computing. He leads and develops scalableregression algorithms; DNA sequencing and RNA sequencing pipelinesusing Java, MapReduce, Hadoop, HBase, and Spark; and open sourcetools. He is also the author of JDBC Recipes and JDBC Metadata (bothfrom Apress).</p></div>
Le informazioni nella sezione "Su questo libro" possono far riferimento a edizioni diverse di questo titolo.
Compra nuovo
Visualizza questo articolo
EUR 65,50
EUR 25,58 per la spedizione da U.S.A. a Italia
Destinazione, tempi e costi
Risultati della ricerca per Data Algorithms
Foto dell'editore
Data Algorithms: Recipes for Scaling Up with Hadoop and Spark
Da: WorldofBooks, Goring-By-Sea, WS, Regno Unito
Valutazione del venditore 5 su 5 stelle
Paperback. Condizione: Very Good. The book has been read, but is in excellent condition. Pages are intact and not marred by notes or highlighting. The spine remains undamaged. Codice articolo GOR009901807
Quantità: 1 disponibili
Foto dell'editore
Data Algorithms: Recipes for Scaling Up with Hadoop and Spark
Da: ThriftBooks-Atlanta, AUSTELL, GA, U.S.A.
Valutazione del venditore 5 su 5 stelle
Paperback. Condizione: Very Good. No Jacket. May have limited writing in cover pages. Pages are unmarked. ~ ThriftBooks: Read More, Spend Less 2.85. Codice articolo G1491906189I4N00
Quantità: 1 disponibili
Foto dell'editore
Data Algorithms: Recipes for Scaling Up with Hadoop and Spark
Da: ThriftBooks-Atlanta, AUSTELL, GA, U.S.A.
Valutazione del venditore 5 su 5 stelle
Paperback. Condizione: Good. No Jacket. Former library book; Pages can have notes/highlighting. Spine may show signs of wear. ~ ThriftBooks: Read More, Spend Less 2.85. Codice articolo G1491906189I3N10
Quantità: 1 disponibili
Foto dell'editore
Data Algorithms: Recipes for Scaling Up with Hadoop and Spark
Da: Toscana Books, AUSTIN, TX, U.S.A.
Valutazione del venditore 5 su 5 stelle
Paperback. Condizione: new. Excellent Condition.Excels in customer satisfaction, prompt replies, and quality checks. Codice articolo Scanned1491906189
Quantità: 1 disponibili