Packt Publishing - Practical Python Data Science Techniques

Packt Publishing - Practical Python Data Science Techniques

Packt Publishing - Practical Python Data Science Techniques
English | Size: 489.80 MB
Category: Tutorial

Data Science is an interdisciplinary field that employs techniques to extract knowledge from data. As one of the fast growing fields in technology, the interest for Data Science is booming, and the demand for specialized talent is on the rise.

This course takes a practical approach to Data Science, presenting solutions for common and not-so-common problems in the form of recipes. This video will begin from exploring your data using the different methods like data acquisition, data cleaning, data mining, machine learning, and data visualization, applied to a variety of different data types like structured data or free-form text. It will show how to deal with text using different methods like text normalization and calculating word frequencies. The audience will learn how to deal with data with a time dimension and how to build a recommendation system as well as about supervised learning problems (regression and classification) and unsupervised learning problems (clustering). They will learn how to perform text preprocessing steps that are necessary for every text analysis applications. Specifically, the course will cover tokenization, stop-word removal, stemming and other preprocessing techniques.
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The Scientific Sherlock Holmes Cracking the Case with Science and Forensics


The Scientific Sherlock Holmes Cracking the Case with Science and Forensics

James O'Brien, "The Scientific Sherlock Holmes: Cracking the Case with Science and Forensics"
2013 | pages: 194 | ISBN: 0199794960 | PDF | 2,2 mb

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Tides: The Science and Spirit of the Ocean (Audiobook)

Tides: The Science and Spirit of the Ocean (Audiobook)

Tides: The Science and Spirit of the Ocean By Jonathan White, read by Dan Woren
2017 | ISBN: 1538403102, ASIN: B01MSDPLGZ | English | [email protected] kbps | 11 hrs 12 min | 308 MB
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Glencoe Science: Level Red, Student Edition

Glencoe Science: Level Red, Student Edition

Glencoe Science: Level Red, Student Edition by Alton Biggs, Lucy Daniel, Ralph M. Feather Jr. and Edward Ortleb
English | ISBN: 0078600499 | 2004-02-02 | PDF | 772 pages | 94 MB
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An Introduction to Data Science


An Introduction to Data Science

Jeffrey S. Saltz, Jeffrey M. Stanton, "An Introduction to Data Science"
English | ISBN: 150637753X | 2017 | EPUB | 288 pages | 9 MB

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Monster Sounds Future Funk Squad Epic Sound Score and Breakbeat Science MULTiFORMAT

Monster Sounds Future Funk Squad Epic Sound Score and Breakbeat Science MULTiFORMAT
Monster Sounds Future Funk Squad Epic Sound Score and Breakbeat Science MULTiFORMAT
TEAM MAGNETRiXX | 26 October 2014 | 1.98 GB

Monster Sounds is excited to bring you a brand new pack in our Artist Series.

Future Funk Squad AKA Glen Nicholls - is a UK based Producer, DJ and remixer. His work has included a diverse portfolio of crushing remixes for some of the music scenes most respected talent, The Prodigy, UNKLE, The Crystal Method, Nine Inch Nails, Hybrid, Device, White Lies and Stanton Warriors to name but a few.

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Docker for Data Science: Building Scalable and Extensible Data Infrastructure Around the Jupyter Notebook Server

Docker for Data Science: Building Scalable and Extensible Data Infrastructure Around the Jupyter Notebook Server

Docker for Data Science: Building Scalable and Extensible Data Infrastructure Around the Jupyter Notebook Server by Joshua Cook
English | 25 Aug. 2017 | ISBN: 1484230116 | 284 Pages | EPUB | 2.28 MB
Learn Docker "infrastructure as code" technology to define a system for performing standard but non-trivial data tasks on medium- to large-scale data sets, using Jupyter as the master controller.
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Data Science for Business Data Analytics Guide with Strategies and Techniques


Data Science for Business Data Analytics Guide with Strategies and Techniques

Data Science for Business: Data Analytics Guide with Strategies and Techniques
English | 2017 | ASIN: B073WCKVP4 | 67 pages | AZW3 | 1.37 Mb

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Data Science and Big Data An Environment of Computational Intelligence (Studies in Big Data)


Data Science and Big Data An Environment of Computational Intelligence (Studies in Big Data)

Data Science and Big data: An Environment of Computational Intelligence (Studies in Big Data) by Witold Pedrycz
English | 3 Apr. 2017 | ISBN: 3319534734 | 312 Pages | PDF | 10.45 MB
This book presents a comprehensive and up-to-date treatise of a range of methodological and algorithmic issues. It also discusses implementations and case studies, identifies the best design practices, and assesses data analytics business models and practices in industry, health care, administration and business.

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Data Mining Beginners' Analytics Guide for Business and Science


Data Mining Beginners' Analytics Guide for Business and Science

Data Mining: Beginners' Analytics Guide for Business and Science
English | 2017 | ASIN: B073WCPPMV | 55 pages | AZW3 | 0.8 Mb

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