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Practical Machine Learning Cookbook

Supervised and unsupervised machine learning simplified

by Atul Tripathi, Vikram Chandra Jha ...

Building Machine Learning applications with RKey FeaturesImplement a wide range of algorithms and techniques for tackling complex dataImprove predictions and recommendations to have better levels of accuracyOptimize performance of your machine-learning systemsBook DescriptionMachine learning has become the new black. The challenge in today’s world is the explosion of data from existing legacy data ... Read more

$55.99 CAD or Free with Kobo Plus

Building Machine Learning applications with RKey FeaturesImplement a wide range of algorithms and techniques for tackling complex dataImprove predictions and recommendations to have better levels of accuracyOptimize performance of your machine-learning systemsBook DescriptionMachine learning has become the new black. The challenge in today’s world is the explosion of data from existing legacy data
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Julia for Data Science

high-performance computing simplified

by Anshul Joshi ...

Explore the world of data science from scratch with Julia by your sideKey Features\[\*\] An in-depth exploration of Julia's growing ecosystem of packages\[\*\] Work with the most powerful open-source libraries for deep learning, data wrangling, and data visualization\[\*\] Learn about deep learning using Mocha.jl and give speed and high performance to data analysis on large data setsBook ... Read more

$47.99 CAD or Free with Kobo Plus

Explore the world of data science from scratch with Julia by your sideKey Features\[\*\] An in-depth exploration of Julia's growing ecosystem of packages\[\*\] Work with the most powerful open-source libraries for deep learning, data wrangling, and data visualization\[\*\] Learn about deep learning using Mocha.jl and give speed and high performance to data analysis on large data setsBook
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R: Data Analysis and Visualization

Agnes Tuza

by Tony Fischetti, Brett Lantz, Jaynal Abedin, Hrishi V. Mittal, Bater Makhabel, Edina Berlinger, Ferenc Illes, Milan Badics, Adam Banai, Gergely Daroczi ...

Master the art of building analytical models using RAbout This BookLoad, wrangle, and analyze your data using the world's most powerful statistical programming languageBuild and customize publication-quality visualizations of powerful and stunning R graphsDevelop key skills and techniques with R to create and customize data mining algorithmsUse R to optimize your trading strategy and build up your ... Read more

$67.99 CAD or Free with Kobo Plus

Master the art of building analytical models using RAbout This BookLoad, wrangle, and analyze your data using the world's most powerful statistical programming languageBuild and customize publication-quality visualizations of powerful and stunning R graphsDevelop key skills and techniques with R to create and customize data mining algorithmsUse R to optimize your trading strategy and build up your
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Advanced Analytics with Spark

Patterns for Learning from Data at Scale

by Sean Owen, Josh Wills, Sandy Ryza, Uri Laserson ...

In the second edition of this practical book, four Cloudera data scientists present a set of self-contained patterns for performing large-scale data analysis with Spark. The authors bring Spark, statistical methods, and real-world data sets together to teach you how to approach analytics problems by example. Updated for Spark 2.1, this edition acts as an introduction to these techniques and other ... Read more

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In the second edition of this practical book, four Cloudera data scientists present a set of self-contained patterns for performing large-scale data analysis with Spark. The authors bring Spark, statistical methods, and real-world data sets together to teach you how to approach analytics problems by example. Updated for Spark 2.1, this edition acts as an introduction to these techniques and other
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DNA Computing and Molecular Programming

22nd International Conference, DNA 22, Munich, Germany, September 4-8, 2016. Proceedings

Edited by Yannick Rondelez, Damien Woods ...

Series series Springer Nature Proceedings Computer Science
This book constitutes the refereed proceedings of the 22nd International Conference on DNA Computing and Molecular Programming, DNA 22, held Munich, Germany, in September 16The 11 full papers presented together with 10 invited and tutorial talks were carefully selected from 55 submissionsResearch in DNA computing and molecular programming draws together mathematics, computer science, physics, ... Read more

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This book constitutes the refereed proceedings of the 22nd International Conference on DNA Computing and Molecular Programming, DNA 22, held Munich, Germany, in September 16The 11 full papers presented together with 10 invited and tutorial talks were carefully selected from 55 submissionsResearch in DNA computing and molecular programming draws together mathematics, computer science, physics,
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Graph-Theoretic Concepts in Computer Science

43rd International Workshop, WG 2017, Eindhoven, The Netherlands, June 21-23, 2017, Revised Selected Papers

Edited by Hans L. Bodlaender, Gerhard J. Woeginger ...

Series series Springer Nature Proceedings Computer Science
This book constitutes the revised selected papers of the 43rd International Workshop on Graph-Theoretic Concepts in Computer Science, WG 2017, held in Eindhoven, The Netherlands, in June 2017.The 31 full papers presented in this volume were carefully reviewed and selectedfrom 71 submissions. They cover a wide range of areas, aiming at connecting theory and applications by demonstrating how graph ... Read more

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This book constitutes the revised selected papers of the 43rd International Workshop on Graph-Theoretic Concepts in Computer Science, WG 2017, held in Eindhoven, The Netherlands, in June 2017.The 31 full papers presented in this volume were carefully reviewed and selectedfrom 71 submissions. They cover a wide range of areas, aiming at connecting theory and applications by demonstrating how graph
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Graph-Theoretic Concepts in Computer Science

41st International Workshop, WG 2015, Garching, Germany, June 17-19, 2015, Revised Papers

Edited by Ernst W. Mayr ...

Series series Springer Nature Proceedings Computer Science
This book constitutes revised selected papers from the 41st International Workshop on Graph-Theoretic Concepts in Computer Science, WG 2015, held in Garching, Germany, in June 2015.The 32 papers presented in this volume were carefully reviewed and selected from 79 submissions. They were organized in topical sections named: invited talks; computational complexity; design and analysis; computational ... Read more

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This book constitutes revised selected papers from the 41st International Workshop on Graph-Theoretic Concepts in Computer Science, WG 2015, held in Garching, Germany, in June 2015.The 32 papers presented in this volume were carefully reviewed and selected from 79 submissions. They were organized in topical sections named: invited talks; computational complexity; design and analysis; computational
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Graph-Based Representations in Pattern Recognition

11th IAPR-TC-15 International Workshop, GbRPR 2017, Anacapri, Italy, May 16–18, 2017, Proceedings

Edited by Pasquale Foggia, Cheng-Lin Liu, Mario Vento ...

Series series Springer Nature Proceedings Computer Science
This book constitutes the refereed proceedings of the 11th IAPR-TC-15 International Workshop on Graph-Based Representation in Pattern Recognition, GbRPR 2017, held in Anacapri, Italy, in May 2017. The 25 full papers and 2 abstracts of invited papers presented in this volume were carefully reviewed and selected from 31 submissions. The papers discuss research results and applications in the ... Read more

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This book constitutes the refereed proceedings of the 11th IAPR-TC-15 International Workshop on Graph-Based Representation in Pattern Recognition, GbRPR 2017, held in Anacapri, Italy, in May 2017. The 25 full papers and 2 abstracts of invited papers presented in this volume were carefully reviewed and selected from 31 submissions. The papers discuss research results and applications in the
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Combinatorial Algorithms

27th International Workshop, IWOCA 2016, Helsinki, Finland, August 17-19, 2016, Proceedings

Edited by Veli Mäkinen, Simon J. Puglisi, Leena Salmela ...

Series series Springer Nature Proceedings Computer Science
This book constitutes the proceedings of the 27th International Workshop on Combinatorial Algorithms, IWOCA 2016, held in Helsinki, Finland, in August 2016.The 35 papers presented in this volume were carefully reviewed and selected from 87 submissions. They were organized in topical sessions named: computational complexity; computational geometry; networks; enumeration; online algorithms; ... Read more

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This book constitutes the proceedings of the 27th International Workshop on Combinatorial Algorithms, IWOCA 2016, held in Helsinki, Finland, in August 2016.The 35 papers presented in this volume were carefully reviewed and selected from 87 submissions. They were organized in topical sessions named: computational complexity; computational geometry; networks; enumeration; online algorithms;
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Algorithms for Sensor Systems

12th International Symposium on Algorithms and Experiments for Wireless Sensor Networks, ALGOSENSORS 2016, Aarhus, Denmark, August 25-26, 2016, Revised Selected Papers

Edited by Marek Chrobak, Antonio Fernández Anta, Leszek Gąsieniec, Ralf Klasing ...

Series series Springer Nature Proceedings Computer Science
This book constitutes revised selected papers from the 12th International Symposium on Algorithms and Experiments for Wireless Sensor Networks, ALGOSENSORS 2016, held in Aarhus, Denmark, in August 2016.The 9 full papers presented in this volume were carefully reviewed and selected from 19 submissions. This year papers were solicited into three tracks: Distributed and Mobile, Experiments and ... Read more

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This book constitutes revised selected papers from the 12th International Symposium on Algorithms and Experiments for Wireless Sensor Networks, ALGOSENSORS 2016, held in Aarhus, Denmark, in August 2016.The 9 full papers presented in this volume were carefully reviewed and selected from 19 submissions. This year papers were solicited into three tracks: Distributed and Mobile, Experiments and
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Combinatorial Optimization and Applications

11th International Conference, COCOA 2017, Shanghai, China, December 16-18, 2017, Proceedings, Part I

Edited by Xiaofeng Gao, Hongwei Du, Meng Han ...

Series Book 1 - Springer Nature Proceedings Computer Science
The two-volume set LNCS 10627 and 10628 constitutes the refereed proceedings of the 11th International Conference on Combinatorial Optimization and Applications, COCOA 2017, held in Shanghai, China, in December 2017.The 59 full papers and 19 short papers presented were carefully reviewed and selected from 145 submissions. The papers cover most aspects of theoretical computer science and ... Read more

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The two-volume set LNCS 10627 and 10628 constitutes the refereed proceedings of the 11th International Conference on Combinatorial Optimization and Applications, COCOA 2017, held in Shanghai, China, in December 2017.The 59 full papers and 19 short papers presented were carefully reviewed and selected from 145 submissions. The papers cover most aspects of theoretical computer science and
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Experimental Algorithms

15th International Symposium, SEA 2016, St. Petersburg, Russia, June 5-8, 2016, Proceedings

Edited by Andrew V. Goldberg, Alexander S. Kulikov ...

Series series Springer Nature Proceedings Computer Science
This book constitutes the refereed proceedings of the 15th International Symposium on Experimental Algorithms, SEA 2016, held in St. Petersburg, Russia, in June 2016.The 25 revised full papers presented were carefully reviewed and selected from 54 submissions. The main theme of the symposium is the role of experimentation and of algorithm engineering techniques in the design and evaluation of ... Read more

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This book constitutes the refereed proceedings of the 15th International Symposium on Experimental Algorithms, SEA 2016, held in St. Petersburg, Russia, in June 2016.The 25 revised full papers presented were carefully reviewed and selected from 54 submissions. The main theme of the symposium is the role of experimentation and of algorithm engineering techniques in the design and evaluation of
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Advanced Analytics with Spark

DNA Computing and Molecular Programming

Graph-Theoretic Concepts in Computer Science

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