Best Language For Data Analysis - May 2024

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

Storytelling with Data: A Data Visualization Guide for Business Professionals

Don't simply show your data—tell a story with it!  Storytelling with Data teaches you the fundamentals of data visualization and how to communicate effectively with data. You'll discover the power of storytelling and the way to make data a pivotal point in your story. The lessons in this illuminative text are grounded in theory, but made accessible through numerous real-world examples—ready for immediate application to your next graph or presentation.  Storytelling is not an inherent skill, especially when it comes to data visualization, and the tools at our disposal don't make it ... [Read More]

• ASIN: 1119002257
• ASIN: 1119002257
• ISBN: 1119002257
• Manufacturer: Wiley

Hands-On Machine Learning with Scikit-Learn and TensorFlow: Concepts, Tools, and Techniques to Build Intelligent Systems

Graphics in this book are printed in black and white.Through a series of recent breakthroughs, deep learning has boosted the entire field of machine learning. Now, even programmers who know close to nothing about this technology can use simple, efficient tools to implement programs capable of learning from data. This practical book shows you how.By using concrete examples, minimal theory, and two production-ready Python frameworks—scikit-learn and TensorFlow—author Aurélien Géron helps you gain an intuitive understanding of the concepts and tools for building intelligent systems. You’l... [Read More]

• ASIN: 1491962291
• ASIN: 1491962291
• ISBN: 1491962291
• Brand: O'Reilly Media
• Manufacturer: O'Reilly Media

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

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

Deep Learning (Adaptive Computation and Machine Learning series)

An introduction to a broad range of topics in deep learning, covering mathematical and conceptual background, deep learning techniques used in industry, and research perspectives.“Written by three experts in the field, Deep Learning is the only comprehensive book on the subject.”―Elon Musk, cochair of OpenAI; cofounder and CEO of Tesla and SpaceXDeep learning is a form of machine learning that enables computers to learn from experience and understand the world in terms of a hierarchy of concepts. Because the computer gathers knowledge from experience, there is no need for a human compute... [Read More]

• ASIN: 0262035618
• ASIN: 0262035618
• ISBN: 0262035618
• Brand: The MIT Press
• Manufacturer: The MIT Press

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

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: 1593275994
• ASIN: 1593275994
• ISBN: 1593275994
• Brand: No Starch Press
• Manufacturer: No Starch Press

Practical Malware Analysis: The Hands-On Guide to Dissecting Malicious Software

• ASIN: 1593272901
• ASIN: 1593272901
• ISBN: 1593272901
• Brand: No Starch Press
• Manufacturer: No Starch Press

Python Crash Course: A Hands-On, Project-Based Introduction to Programming

Python Crash Course is a fast-paced, thorough introduction to Python that will have you writing programs, solving problems, and making things that work in no time.In the first half of the book, you’ll learn about basic programming concepts, such as lists, dictionaries, classes, and loops, and practice writing clean and readable code with exercises for each topic. You’ll also learn how to make your programs interactive and how to test your code safely before adding it to a project. In the second half of the book, you’ll put your new knowledge into practice with three substantial projects:... [Read More]

• ASIN: 1593276036
• ASIN: 1593276036
• ISBN: 1593276036
• Brand: No Starch Press
• Manufacturer: No Starch Press

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

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

An Introduction to Statistical Learning: with Applications in R (Springer Texts in Statistics)

An Introduction to Statistical Learning provides an accessible overview of the field of statistical learning, an essential toolset for making sense of the vast and complex data sets that have emerged in fields ranging from biology to finance to marketing to astrophysics in the past twenty years. This book presents some of the most important modeling and prediction techniques, along with relevant applications. Topics include linear regression, classification, resampling methods, shrinkage approaches, tree-based methods, support vector machines, clustering, and more. Color graphics and real-worl... [Read More]

• ASIN: 1461471370
• ASIN: 1461471370
• ISBN: 1461471370
• Brand: Springer
• Manufacturer: Springer

Doing Bayesian Data Analysis: A Tutorial with R, JAGS, and Stan

Doing Bayesian Data Analysis: A Tutorial with R, JAGS, and Stan, Second Edition provides an accessible approach for conducting Bayesian data analysis, as material is explained clearly with concrete examples. Included are step-by-step instructions on how to carry out Bayesian data analyses in the popular and free software R and WinBugs, as well as new programs in JAGS and Stan. The new programs are designed to be much easier to use than the scripts in the first edition. In particular, there are now compact high-level scripts that make it easy to run the programs on your own data sets. The book ... [Read More]

• ASIN: 0124058884
• ASIN: 0124058884
• ISBN: 0124058884
• Manufacturer: Academic Press

Analysis of Categorical Data with R (Chapman & Hall/CRC Texts in Statistical Science)

Learn How to Properly Analyze Categorical DataAnalysis of Categorical Data with R presents a modern account of categorical data analysis using the popular R software. It covers recent techniques of model building and assessment for binary, multicategory, and count response variables and discusses fundamentals, such as odds ratio and probability estimation. The authors give detailed advice and guidelines on which procedures to use and why to use them. The Use of R as Both a Data Analysis Method and a Learning ToolRequiring no prior experience with R, the text offers an introduction to the essen... [Read More]

• ASIN: 1439855676
• ASIN: 1439855676
• ISBN: 1439855676
• Brand: CRC Press
• Manufacturer: Chapman and Hall/CRC

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

The Essential Writer's Guide : Spotlight on Yukio Mishima, Including His Genres, Education, an Analysis of His Best Sellers Such as Confessions of a Mask, Sun and Steel, Spring Snow, and More

The Essential Writer's Guide

• UPC: 658167937

Applied Text Analysis with Python : Enabling Language-Aware Data Products with Machine Learning

From news and speeches to informal chatter on social media, natural language is one of the richest and most underutilized sources of data. Not only does it come in a constant stream, always changing and

• UPC: 56043827

Second Language Learning Data Analysis - eBook

The purpose of this workbook is to provide students with practice in analyzing second language data. For the student of second language learning, "hands-on" experience with actual data is essential in understanding the processes involved

• UPC: 606371924

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

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

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

Quantitative Data Analysis for Language Assessment Volume I - eBook

*Quantitative Data Analysis for Language Assessment Volume I: Fundamental Techniques *is a resource book that presents the most fundamental techniques of quantitative data analysis in the field of language assessment. Each chapter provides an accessible explanation

• UPC: 427504815

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

Functional Programming in R : Advanced Statistical Programming for Data Science, Analysis and Finance

9781484227459

• UPC: 55801614