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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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Julia for Data Science
Master how to use the Julia language to solve business critical data science challenges. After covering the importance of Julia to the data science community and several essential data science principles, we start with the basics including how to install Julia and its powerful libraries. Many examples are provided as we illustrate how to leverage each Julia command, dataset, and function. Specialized script packages are introduced and described. Hands-on problems representative of those commonly encountered throughout the data science pipeline are provided, and we guide you in the use of Julia... [Read More]
- ASIN: 1634621301
- ASIN: 1634621301
- ISBN: 1634621301
- Manufacturer: Technics Publications, LLC
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Programming Skills for Data Science: Start Writing Code to Wrangle, Analyze, and Visualize Data with R (Addison-Wesley Data & Analytics Series)
The Foundational Hands-On Skills You Need to Dive into Data Science “Freeman and Ross have created the definitive resource for new and aspiring data scientists to learn foundational programming skills.” –From the foreword by Jared Lander, series editor Using data science techniques, you can transform raw data into actionable insights for domains ranging from urban planning to precision medicine. Programming Skills for Data Science brings together all the foundational skills you need to get started, even if you have no programming or data science experience. Leading in... [Read More]
- ASIN: 0135133106
- ASIN: 0135133106
- ISBN: 0135133106
- Manufacturer: Addison-Wesley Professional
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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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Practical Web Scraping for Data Science: Best Practices and Examples with Python
This book provides a complete and modern guide to web scraping, using Python as the programming language, without glossing over important details or best practices. Written with a data science audience in mind, the book explores both scraping and the larger context of web technologies in which it operates, to ensure full understanding. The authors recommend web scraping as a powerful tool for any data scientist’s arsenal, as many data science projects start by obtaining an appropriate data set.Starting with a brief overview on scraping and real-life use cases, the authors explore the core co... [Read More]
- ASIN: 1484235819
- ASIN: 1484235819
- ISBN: 1484235819
- Manufacturer: Apress
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Learn Python Programming: The no-nonsense, beginner's guide to programming, data science, and web development with Python 3.7, 2nd Edition
Learn the fundamentals of Python (3.7) and how to apply it to data science, programming, and web development. Fully updated to include hands-on tutorials and projects. Key Features Learn the fundamentals of Python programming with interactive projects Apply Python to data science with tools such as IPython and Jupyter Utilize Python for web development and build a real-world app using Django Book Description Learn Python Programming is a quick, thorough, and practical introduction to Python - an extremely flexible and powerful programming language that can be applied to many disciplines. Un... [Read More]
- ASIN: 1788996666
- ASIN: 1788996666
- ISBN: 1788996666
- Manufacturer: Packt Publishing
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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
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Mastering Python for Data Science
Explore the world of data science through Python and learn how to make sense of dataAbout This BookMaster data science methods using Python and its librariesCreate data visualizations and mine for patternsAdvanced techniques for the four fundamentals of Data Science with Python - data mining, data analysis, data visualization, and machine learningWho This Book Is ForIf you are a Python developer who wants to master the world of data science then this book is for you. Some knowledge of data science is assumed.What You Will LearnManage data and perform linear algebra in PythonDerive inferences f... [Read More]
- ASIN: 1784390151
- ASIN: 1784390151
- ISBN: 1784390151
- Manufacturer: Packt Publishing
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Data Science Projects with Python: A case study approach to successful data science projects using Python, pandas, and scikit-learn
Gain hands-on experience with industry-standard data analysis and machine learning tools in Python Key Features Learn techniques to use data to identify the exact problem to be solved Visualize data using different graphs Identify how to select an appropriate algorithm for data extraction Book Description Data Science Projects with Python is designed to give you practical guidance on industry-standard data analysis and machine learning tools in Python, with the help of realistic data. The book will help you understand how you can use pandas and Matplotlib to critically examine a dataset with... [Read More]
- ASIN: 1838551026
- ASIN: 1838551026
- ISBN: 1838551026
- Manufacturer: Packt Publishing
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R Programming for Data Science
Data science has taken the world by storm. Every field of study and area of business has been affected as people increasingly realize the value of the incredible quantities of data being generated. But to extract value from those data, one needs to be trained in the proper data science skills. The R programming language has become the de facto programming language for data science. Its flexibility, power, sophistication, and expressiveness have made it an invaluable tool for data scientists around the world. This book is about the fundamentals of R programming. You will get started with the ba... [Read More]
- ASIN: 1365056821
- ASIN: 1365056821
- ISBN: 1365056821
- Manufacturer: lulu.com
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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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R for Everyone: Advanced Analytics and Graphics (Addison-Wesley Data and Analytics)
Statistical Computation for Programmers, Scientists, Quants, Excel Users, and Other Professionals Using the open source R language, you can build powerful statistical models to answer many of your most challenging questions. R has traditionally been difficult for non-statisticians to learn, and most R books assume far too much knowledge to be of help. R for Everyone is the solution. Drawing on his unsurpassed experience teaching new users, professional data scientist Jared P. Lander has written the perfect tutorial for anyone new to statistical programming and modeling. Organized to m... [Read More]
- ASIN: 0321888030
- ASIN: 0321888030
- ISBN: 0321888030
- Brand: Brand: Addison-Wesley Professional
- Manufacturer: Addison-Wesley Professional
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Practical Data Science with R
SummaryPractical Data Science with R lives up to its name. It explains basic principles without the theoretical mumbo-jumbo and jumps right to the real use cases you'll face as you collect, curate, and analyze the data crucial to the success of your business. You'll apply the R programming language and statistical analysis techniques to carefully explained examples based in marketing, business intelligence, and decision support.Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications.About the BookBusiness analysts and developers are increasin... [Read More]
- ASIN: 1617291560
- ASIN: 1617291560
- ISBN: 1617291560
- Brand: O'Reilly Media
- Manufacturer: Manning
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Code: The Hidden Language of Computer Hardware and Software
What do flashlights, the British invasion, black cats, and seesaws have to do with computers? In CODE, they show us the ingenious ways we manipulate language and invent new means of communicating with each other. And through CODE, we see how this ingenuity and our very human compulsion to communicate have driven the technological innovations of the past two centuries. Using everyday objects and familiar language systems such as Braille and Morse code, author Charles Petzold weaves an illuminating narrative for anyone who’s ever wondered about the secret inner life of computers and other sma... [Read More]
- ASIN: 0735611319
- UPC: 790145113191
- ASIN: 0735611319
- ISBN: 9780735611313
- Brand: Microsoft Press
- Manufacturer: Microsoft Press
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Machine Learning in Production: Developing and Optimizing Data Science Workflows and Applications (Addison-Wesley Data & Analytics Series)
Foundational Hands-On Skills for Succeeding with Real Data Science Projects This pragmatic book introduces both machine learning and data science, bridging gaps between data scientist and engineer, and helping you bring these techniques into production. It helps ensure that your efforts actually solve your problem, and offers unique coverage of real-world optimization in production settings. –From the Foreword by Paul Dix, series editor Machine Learning in Production is a crash course in data science and machine learning for people who need to solve real-world problems in prod... [Read More]
- ASIN: 0134116542
- ASIN: 0134116542
- ISBN: 0134116542
- Manufacturer: Addison-Wesley Professional
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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
- UPC: 49207582
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Intro to Python for Computer Science and Data Science : Learning to Program with Ai, Big Data and the Cloud
For introductory-level Python programming and/or data-science courses. A groundbreaking, flexible approach to computer science and data science The Deitels' Introduction to Python for Computer Science and Data Science: Learning to Program with AI, Big Data
- UPC: 536445958
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Starting Out with Java : From Control Structures Through Data Structures
For courses in computer programming in Java. Provide a step-by-step introduction to programming in Java Starting Out with Java: From Control Structures through Data Structures provides a step-by-step introduction to programming in Java. This text
- UPC: 489862550
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Data Science with Java : Practical Methods for Scientists and Engineers
Data Science is booming thanks to R and Python, but Java brings the robustness, convenience, and ability to scale critical to today's data science applications. With this practical book, Java software engineers looking to add
- UPC: 49742839
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Numerical Python: Scientific Computing and Data Science Applications with Numpy, Scipy and Matplotlib (Paperback)
Leverage the numerical and mathematical modules in Python and its standard library as well as popular open source numerical Python packages like NumPy, SciPy, FiPy, matplotlib and more. This fully revised edition, updated with the
- UPC: 885993520
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CUDA Fortran for Scientists and Engineers : Best Practices for Efficient CUDA Fortran Programming
CUDA Fortran for Scientists and Engineers shows how high-performance application developers can leverage the power of GPUs using Fortran, the familiar language of scientific computing and supercomputer performance benchmarking. The authors presume no prior parallel
- UPC: 27548723
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Data Science: What the Best Data Scientists Know about Data Analytics, Data Mining, Statistics, Machine Learning, and Big Data - Tha
Data Science: What the Best Data Scientists Know about Data Analytics, Data Mining, Statistics, Machine Learning, and Big Data -
- UPC: 519301451
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Data Science with Machine Learning- Python Interview Questions Questions - eBook
The book "Data science with Machine learning- Python interview questions is for people who wish to comprehend the vast ocean of the above fields just before interview.The book is a true companion of people aspiring
- UPC: 342472200
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Data Science for Marketing Analytics - eBook
Explore new and more sophisticated tools that reduce your marketing analytics efforts and give you precise resultsKey FeaturesStudy new techniques for marketing analyticsExplore uses of machine learning to power your marketing analysesWork through each stage
- UPC: 171670841
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Python Data Science Essentials - eBook
If you are an aspiring data scientist and you have at least a working knowledge of data analysis and Python, this book will get you started in data science. Data analysts with experience of R
- UPC: 345183706
Top 3 Programming Languages For Data Science
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