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R for Data Science: Import, Tidy, Transform, Visualize, and Model Data
Learn how to use R to turn raw data into insight, knowledge, and understanding. This book introduces you to R, RStudio, and the tidyverse, a collection of R packages designed to work together to make data science fast, fluent, and fun. Suitable for readers with no previous programming experience, R for Data Science is designed to get you doing data science as quickly as possible.Authors Hadley Wickham and Garrett Grolemund guide you through the steps of importing, wrangling, exploring, and modeling your data and communicating the results. You’ll get a complete, big-picture understanding of t... [Read More]
- ASIN: 1491910399
- ASIN: 1491910399
- ISBN: 1491910399
- Brand: O Reilly Media
- Manufacturer: O'Reilly Media
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R in Action: Data Analysis and Graphics with R
Summary R in Action, Second Edition presents both the R language and the examples that make it so useful for business developers. Focusing on practical solutions, the book offers a crash course in statistics and covers elegant methods for dealing with messy and incomplete data that are difficult to analyze using traditional methods. You'll also master R's extensive graphical capabilities for exploring and presenting data visually. And this expanded second edition includes new chapters on time series analysis, cluster analysis, and classification methodologies, including decision trees, random ... [Read More]
- ASIN: 1617291382
- UPC: 783324944471
- ASIN: 1617291382
- ISBN: 9781617291388
- Brand: Manning Publications
- Manufacturer: Manning Publications
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Python for Data Analysis: Data Wrangling with Pandas, NumPy, and IPython
Get complete instructions for manipulating, processing, cleaning, and crunching datasets in Python. Updated for Python 3.6, the second edition of this hands-on guide is packed with practical case studies that show you how to solve a broad set of data analysis problems effectively. You’ll learn the latest versions of pandas, NumPy, IPython, and Jupyter in the process.Written by Wes McKinney, the creator of the Python pandas project, this book is a practical, modern introduction to data science tools in Python. It’s ideal for analysts new to Python and for Python programmers new to data scie... [Read More]
- ASIN: 1491957662
- ASIN: 1491957662
- ISBN: 1491957662
- Manufacturer: O'Reilly Media
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Software for Data Analysis: Programming with R (Statistics and Computing)
John Chambers turns his attention to R, the enormously successful open-source system based on the S language. His book guides the reader through programming with R, beginning with simple interactive use and progressing by gradual stages, starting with simple functions. More advanced programming techniques can be added as needed, allowing users to grow into software contributors, benefiting their careers and the community. R packages provide a powerful mechanism for contributions to be organized and communicated. This is the only advanced programming book on R, written by the author of the S la... [Read More]
- ASIN: 0387759352
- ASIN: 0387759352
- ISBN: 0387759352
- Brand: Springer
- Manufacturer: Springer
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Data Analysis with R: Load, wrangle, and analyze your data using the world's most powerful statistical programming language
Key FeaturesLoad, manipulate and analyze data from different sourcesGain a deeper understanding of fundamentals of applied statisticsA practical guide to performing data analysis in practiceBook DescriptionFrequently the tool of choice for academics, R has spread deep into the private sector and can be found in the production pipelines at some of the most advanced and successful enterprises. The power and domain-specificity of R allows the user to express complex analytics easily, quickly, and succinctly. With over 7,000 user contributed packages, it's easy to find support for the latest and g... [Read More]
- ASIN: 1785288148
- ASIN: 1785288148
- ISBN: 1785288148
- Manufacturer: Packt Publishing
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How Not to Be Wrong: The Power of Mathematical Thinking
The Freakonomics of math—a math-world superstar unveils the hidden beauty and logic of the world and puts its power in our hands The math we learn in school can seem like a dull set of rules, laid down by the ancients and not to be questioned. In How Not to Be Wrong, Jordan Ellenberg shows us how terribly limiting this view is: Math isn’t confined to abstract incidents that never occur in real life, but rather touches everything we do—the whole world is shot through with it. Math allows us to see the hidden structures underneath the messy and chaotic surface of our world. It’s a scienc... [Read More]
- ASIN: B00G3L6JQ4
- ASIN: B00G3L6JQ4
- Manufacturer: Penguin Books
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Computer Simulation and Data Analysis in Molecular Biology and Biophysics: An Introduction Using R (Biological and Medical Physics, Biomedical Engineering)
This book provides an introduction to two important aspects of modern bioch- istry, molecular biology, and biophysics: computer simulation and data analysis. My aim is to introduce the tools that will enable students to learn and use some f- damental methods to construct quantitative models of biological mechanisms, both deterministicandwithsomeelementsofrandomness;tolearnhowconceptsofpr- ability can help to understand important features of DNA sequences; and to apply a useful set of statistical methods to analysis of experimental data. The availability of very capable but inexpensive personal... [Read More]
- ASIN: 1441900845
- ASIN: 1441900845
- ISBN: 9781441900845
- Brand: Brand: Springer New York
- Manufacturer: Springer
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Python Data Science Handbook: Essential Tools for Working with Data
For many researchers, Python is a first-class tool mainly because of its libraries for storing, manipulating, and gaining insight from data. Several resources exist for individual pieces of this data science stack, but only with the Python Data Science Handbook do you get them all—IPython, NumPy, Pandas, Matplotlib, Scikit-Learn, and other related tools.Working scientists and data crunchers familiar with reading and writing Python code will find this comprehensive desk reference ideal for tackling day-to-day issues: manipulating, transforming, and cleaning data; visualizing different types o... [Read More]
- ASIN: 1491912057
- ASIN: 1491912057
- ISBN: 9781491912058
- Brand: imusti
- Manufacturer: O'Reilly Media
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Learning Spark: Lightning-Fast Big Data Analysis
Data in all domains is getting bigger. How can you work with it efficiently? Recently updated for Spark 1.3, this book introduces Apache Spark, the open source cluster computing system that makes data analytics fast to write and fast to run. With Spark, you can tackle big datasets quickly through simple APIs in Python, Java, and Scala. This edition includes new information on Spark SQL, Spark Streaming, setup, and Maven coordinates.Written by the developers of Spark, this book will have data scientists and engineers up and running in no time. You’ll learn how to express parallel jobs with ju... [Read More]
- ASIN: 1449358624
- ASIN: 1449358624
- ISBN: 1449358624
- Brand: O Reilly Media
- Manufacturer: O'Reilly Media
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Software Requirements (3rd Edition) (Developer Best Practices)
Now in its third edition, this classic guide to software requirements engineering has been fully updated with new topics, examples, and guidance. Two leaders in the requirements community have teamed up to deliver a contemporary set of practices covering the full range of requirements development and management activities on software projects. Describes practical, effective, field-tested techniques for managing the requirements engineering process from end to end. Provides examples demonstrating how requirements "good practices" can lead to fewer change requests, higher customer satisfaction,... [Read More]
- ASIN: 0735679665
- ASIN: 0735679665
- ISBN: 0735679665
- Brand: Microsoft Press
- Manufacturer: Microsoft Press
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Automate the Boring Stuff with Python: Practical Programming for Total Beginners
If you’ve ever spent hours renaming files or updating hundreds of spreadsheet cells, you know how tedious tasks like these can be. But what if you could have your computer do them for you?In Automate the Boring Stuff with Python, you’ll learn how to use Python to write programs that do in minutes what would take you hours to do by hand—no prior programming experience required. Once you’ve mastered the basics of programming, you’ll create Python programs that effortlessly perform useful and impressive feats of automation to:–Search for text in a file or across multiple files–Creat... [Read More]
- ASIN: B00WJ049VU
- ASIN: B00WJ049VU
- Manufacturer: No Starch Press
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Big Data Analytics with Java: Data analysis, visualization & machine learning techniques
Key FeaturesAcquire real-world set of tools for building enterprise level data science applicationsSurpasses the barrier of other languages in data science and learn create useful object-oriented codesExtensive use of Java compliant big data tools like apache spark, Hadoop, etc.Book DescriptionThis book covers case studies such as sentiment analysis on a tweet dataset, recommendations on a movielens dataset, customer segmentation on an ecommerce dataset, and graph analysis on actual flights dataset.This book is an end-to-end guide to implement analytics on big data with Java. Java is the de fa... [Read More]
- ASIN: 1787288986
- ASIN: 1787288986
- ISBN: 1787288986
- Manufacturer: Packt Publishing
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Python for Data Analysis: Data Wrangling with Pandas, NumPy, and IPython
Python for Data Analysis is concerned with the nuts and bolts of manipulating, processing, cleaning, and crunching data in Python. It is also a practical, modern introduction to scientific computing in Python, tailored for data-intensive applications. This is a book about the parts of the Python language and libraries you’ll need to effectively solve a broad set of data analysis problems. This book is not an exposition on analytical methods using Python as the implementation language.Written by Wes McKinney, the main author of the pandas library, this hands-on book is packed with practical c... [Read More]
- ASIN: 1449319793
- ASIN: 1449319793
- ISBN: 1449319793
- Brand: O'Reilly Media
- Manufacturer: O'Reilly Media
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Advanced Object-Oriented Programming in R: Statistical Programming for Data Science, Analysis and Finance
Learn how to write object-oriented programs in R and how to construct classes and class hierarchies in the three object-oriented systems available in R. This book gives an introduction to object-oriented programming in the R programming language and shows you how to use and apply R in an object-oriented manner. You will then be able to use this powerful programming style in your own statistical programming projects to write flexible and extendable software.After reading Advanced Object-Oriented Programming in R, you'll come away with a practical project that you can reuse in your own analytics... [Read More]
- ASIN: 1484229185
- ASIN: 1484229185
- ISBN: 9781484229187
- Manufacturer: Apress
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Matlab: A Practical Introduction to Programming and Problem Solving
MATLAB: A Practical Introduction to Programming and Problem Solving, Second Edition, is the only book that gives a full introduction to programming in MATLAB combined with an explanation of MATLAB’s powerful functions, enabling engineers to fully exploit the software’s power to solve engineering problems. The text aims to provide readers with the knowledge of the fundamentals of programming concepts and the skills and techniques needed for basic problem solving using MATLAB as the vehicle. The book presents programming concepts such as variables, assignments, input/output, and selection st... [Read More]
- ASIN: 0123850819
- ASIN: 0123850819
- ISBN: 0123850819
- Manufacturer: Butterworth-Heinemann
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Data Analysis Using SQL and Excel
A practical guide to data mining using SQL and Excel Data Analysis Using SQL and Excel, 2nd Edition shows you how to leverage the two most popular tools for data query and analysis--SQL and Excel--to
- UPC: 44980160
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R for Data Analysis in Easy Steps - R Programming Essentials
R for Data Analysis in easy steps is written using a proven easy-to-follow style for maximum appeal. It will be useful to anyone who wants to begin programming in R, with minimum
- UPC: 281047489
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Data Structures and Algorithm Analysis in Java. Mark Allen Weiss
Mark Weiss uses C++ to provide a smooth introduction to object-oriented design for programmers competent in one other language. Using C++, the book delivers a series of carefully developed examples which illustrate the important concepts
- UPC: 220514764
- Rating: 4.0
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INSTANT JQuery Flot Visual Data Analysis - eBook
Filled with practical, step-by-step instructions and clear explanations for the most important and useful tasks. A quick, instruction-based guide full of examples that details on the various aspects of Flot and how users can apply
- UPC: 502354960
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Functional Programming in R : Advanced Statistical Programming for Data Science, Analysis and Finance
9781484227459
- UPC: 55801614
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Learn Data Analysis with Python - eBook
Get started using Python in data analysis with this compact practical guide. This book includes three exercises and a case study on getting data in and out of Python code in the right format. Learn
- UPC: 276029264
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R for Data Analysis in easy steps - eBook
The R language is widely used by statisticians for data analysis, and the popularity of R programming has therefore increased substantially in recent years. The emerging Internet of Things (IoT) gathers increasing amounts of data
- UPC: 307415645
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Getting Started with Python Data Analysis - eBook
Learn to use powerful Python libraries for effective data processing and analysisAbout This BookLearn the basic processing steps in data analysis and how to use Python in this area through supported packages, especially Numpy, Pandas,
- UPC: 391870979
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Data Analysis with Python - eBook
Learn a modern approach to data analysis using Python to harness the power of programming and AI across your data. Detailed case studies bring this modern approach to life across visual data, social media, graph
- UPC: 757644200
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Clojure Data Analysis Cookbook - Second Edition - eBook
This book is for those with a basic knowledge of Clojure, who are looking to push the language to excel with data
- UPC: 953905444
Top 3 Programming Languages For Data Science
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