Download Practical machine learning cookbook by Atul Tripathi PDF

By Atul Tripathi

Computer studying has develop into the recent black. The problem in today’s international is the explosion of information from current legacy info and incoming new dependent and unstructured info. The complexity of gaining knowledge of, knowing, acting research, and predicting results at the information utilizing desktop studying algorithms is a problem. This cookbook may help remedy daily demanding situations you face as a knowledge scientist. the appliance of assorted information technology strategies and on a number of info units according to real-world demanding situations you face might help you enjoy quite a few strategies utilized in quite a few situations.

The first half the booklet presents recipes on relatively advanced machine-learning platforms, the place you’ll discover ways to discover new parts of functions of laptop studying and enhance its potency. that comes with recipes on classifications, neural networks, unsupervised and supervised studying, deep studying, reinforcement studying, and more.

The moment half the ebook specializes in 3 varied desktop studying case reviews, all in line with real-world facts, and gives suggestions and solves particular machine-learning matters in each one one.

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Download Understanding Compression: Data Compression for Modern by Colt McAnlis, Aleks Haecky PDF

By Colt McAnlis, Aleks Haecky

If you need to allure and keep clients within the booming cellular companies industry, you would like a quick-loading app that won’t churn via their facts plans. the secret is to compress multimedia and different information into smaller documents, yet discovering the perfect process is difficult. This witty ebook is helping you know how information compression algorithms work—in idea and practice—so you could pick out the easiest resolution between all of the to be had compression tools.

With tables, diagrams, video games, and as little math as possible, authors Colt McAnlis and Aleks Haecky well clarify the basics. find out how compressed records are greater, more cost-effective, and speedier to distribute and devour, and the way they’ll offer you a aggressive edge.

  • Learn why compression has turn into the most important as info creation maintains to skyrocket
  • Know your facts, situations, and set of rules ideas whilst picking out compression tools
  • Explore variable-length codes, statistical compression, mathematics numerical coding, dictionary encodings, and context modeling
  • Examine tradeoffs among dossier dimension and caliber whilst identifying photo compressors
  • Learn how you can compress purchaser- and server-generated info objects
  • Meet the inventors and visionaries who created facts compression algorithms

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Download Strategic Pervasive Computing Applications: Emerging Trends by Varuna Godara PDF

By Varuna Godara

Strategic Pervasive Computing functions: rising Trends combines the perspectives and evaluations of major specialists and practitioners within the box of pervasive computing applied sciences and infrastructure, contemplating developments and advancements in pervasive purposes. This cutting edge ebook presents an important reference resource for execs, managers, possibility evaluation practitioners, coverage makers, and academicians in the course of the international.

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Download The Data Analysis Handbook by Ildikó E. Frank and Roberto Todeschini (Eds.) PDF

By Ildikó E. Frank and Roberto Todeschini (Eds.)

Examining saw or measured facts is a vital step in technologies. the hot bring up in desktop capability has ended in a revolution either in info assortment and knowledge research. increasingly more scientists, researchers and scholars are venturing into statistical info research; accordingly the necessity for extra information during this box, which used to be formerly ruled mostly via statisticians.

This guide fills the distance within the variety of textbooks on facts research. Written in a dictionary layout, it's going to function a finished reference ebook in a speedily growing to be box. even if, this e-book is extra dependent than a normal dictionary, the place each one access is a separate, self-contained entity. The authors offer not just definitions and brief descriptions, but in addition supply an summary of the various themes. as a result, the instruction manual is also used as a better half to textbooks for undergraduate or graduate courses.

1700 entries are given in alphabetical order grouped into 20 themes and every subject is prepared in a hierarchical style. extra particular entries on an issue could be simply chanced on by way of following the cross-references in a top-down demeanour. numerous figures and tables are supplied to augment the comprehension of the themes and a listing of acronyms is helping to find the complete terminologies. The bibliography deals feedback for additional examining.

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Download Agent Intelligence Through Data Mining by Andreas L. Symeonidis PDF

By Andreas L. Symeonidis

AGENT INTELLIGENCE via information MINING deals a self-contained evaluate of a comparatively younger yet very important region of analysis: the intersection of agent know-how and knowledge mining. This intersection results in enormous developments within the sector of data applied sciences, drawing the expanding consciousness of either learn and commercial groups. it could possibly take kinds: a) the extra mundane use of clever brokers for more advantageous info mining and; b) using information mining for smarter, extra effective brokers. the second one procedure is the focus of this volume.

Knowledge, sometimes created and maintained by means of today’s functions, is hidden in voluminous facts repositories that may be extracted via facts mining. your next step is to remodel this stumbled on wisdom into the inference mechanisms or just the habit of brokers and multi-agent platforms. AGENT INTELLIGENCE via facts MINING addresses this factor, in addition to the controversial problem of producing intelligence from information whereas moving it to a separate, in all probability self sufficient, software program entity. Following a short overview of knowledge mining and agent know-how fields, this booklet offers a technique for constructing multi-agent platforms, describes to be had open-source instruments to aid this procedure, and demonstrates the appliance of the technique on 3 varied cases.

AGENT INTELLIGENCE via facts MINING is designed for a qualified viewers composed of researchers and practitioners in undefined. This quantity can also be compatible for graduate-level scholars in machine science.

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Download Kafka: The Definitive Guide: Real-time data and stream by Neha Narkhede PDF

By Neha Narkhede

Find out how to take complete good thing about Apache Kafka, the dispensed, publish-subscribe queue for dealing with real-time facts feeds. With this accomplished publication, you are going to know the way Kafka works and the way it truly is designed. Authors Neha Narkhede, Gwen Shapira, and Todd Palino assist you to set up creation Kafka clusters; safe, track, and display screen them; write rock-solid functions that use Kafka; and construct scalable stream-processing purposes.

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Download Data Quality by Yang W. Lee, Leo L. Pipino, James D. Funk, Richard Y. Wang PDF

By Yang W. Lee, Leo L. Pipino, James D. Funk, Richard Y. Wang

Information caliber offers an exposé of study and perform within the info caliber box for technically orientated readers. it truly is according to the learn carried out on the MIT overall facts caliber administration (TDQM) application and paintings from different major examine associations. This e-book is meant basically for researchers, practitioners, educators and graduate scholars within the fields of desktop technology, info expertise, and different interdisciplinary components. It kinds a theoretical beginning that's either rigorous and appropriate for facing complicated concerns on the topic of facts caliber. Written with the objective to supply an outline of the cumulated examine effects from the MIT TDQM learn standpoint because it pertains to database study, this ebook is a wonderful creation to Ph.D. who desire to additional pursue their study within the facts caliber quarter. it's also an exceptional theoretical advent to IT execs who desire to achieve perception into theoretical leads to the technically-oriented info caliber zone, and practice many of the key techniques to their perform.

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Download Introduction to Data Structures and Algorithm Analysis: With by George J. Pothering, Thomas L. Naps PDF

By George J. Pothering, Thomas L. Naps

This article presents an emphasis on summary information varieties, algorithmic research, potency issues and the implementation of information buildings utilizing object-oriented programming in C++. It doesn't suppose scholar familiarity with C++ or object-oriented programming ideas

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Download Introduction to Pattern Recognition: A Matlab Approach by Sergios Theodoridis, Visit Amazon's Aggelos Pikrakis Page, PDF

By Sergios Theodoridis, Visit Amazon's Aggelos Pikrakis Page, search results, Learn about Author Central, Aggelos Pikrakis, , Konstantinos Koutroumbas, Dionisis Cavouras

An accompanying guide to Theodoridis/Koutroumbas, trend acceptance, that comes with Matlab code of the most typical equipment and algorithms within the e-book, including a descriptive precis and solved examples, and together with real-life information units in imaging and audio popularity. *Matlab code and descriptive precis of the most typical equipment and algorithms in Theodoridis/Koutroumbas, trend acceptance 4e. *Solved examples in Matlab, together with real-life information units in imaging and audio popularity *Available individually or at a different package deal cost with the most textual content (ISBN for package deal: 978-0-12-374491-3)

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Download Redis Essentials by Maxwell Dayvson Da Silva PDF

By Maxwell Dayvson Da Silva

Harness the facility of Redis to combine and deal with your initiatives efficiently

About This Book

  • Learn how you can use Redis's information kinds successfully to regulate huge facts sets
  • Scale Redis to a number of servers with Twemproxy, Redis Sentinel, and Redis Cluster
  • A fast paced advisor, packed with real-world examples that can assist you get the simplest out of the beneficial properties provided via Redis

Who This e-book Is For

If you're a powerfuble developer with event of operating with information constitution servers and need to spice up your project's functionality by means of studying approximately beneficial properties of Redis, then this ebook is for you.

What you are going to Learn

  • Build analytics purposes utilizing Bitmaps and Hyperloglogs
  • Enhance scalability with Twemproxy, Redis Sentinel, and Redis Cluster
  • Build a Time sequence implementation in Node.js and Redis
  • Create your personal Redis instructions by way of extending Redis with Lua
  • Get to grasp safeguard suggestions to guard your info (SSL encryption, firewall ideas, uncomplicated authorization)
  • Persist facts to disk and study the trade-offs of AOF and RDB
  • Understand how you can use Node.js, personal home page, Python, and Ruby consumers for Redis
  • Avoid universal pitfalls whilst designing your subsequent solution

In Detail

Redis is the preferred in-memory key-value facts shop. it's totally light-weight and its information varieties supply it an facet over the opposite opponents. if you want an in-memory database or a high-performance cache procedure that's easy to take advantage of and hugely scalable, Redis is what you need.

Redis necessities is a fast moving consultant that teaches the basics on facts kinds, explains easy methods to deal with facts via instructions, and stocks reports from immense avid gamers within the industry.

We commence by way of explaining the fundamentals of Redis through many of the facts forms akin to Strings, hashes, lists, and extra. subsequent, universal pitfalls for numerous eventualities are defined, via ideas to make sure you don't fall into universal traps.

After this, significant transformations among shopper implementations in personal home page, Python, and Ruby are awarded. subsequent, you'll methods to expand Redis with Lua, get to grasp safety ideas corresponding to easy authorization, firewall principles, and SSL encryption, and detect the best way to use Twemproxy, Redis Sentinel, and Redis Cluster to scale infrastructures horizontally. on the finish of this publication, it is possible for you to to make use of all of the crucial good points of Redis to optimize your project's performance.

Style and approach

A useful consultant that gives the root upon you can start to comprehend the functions of Redis utilizing a step by step strategy. This ebook is stuffed with real-world difficulties and in-depth wisdom of the recommendations and lines of Redis, with lots of examples.

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