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Data Visualization with Python and JavaScript: Scrape, Clean, Explore & Transform Your Data
Learn how to turn raw data into rich, interactive web visualizations with the powerful combination of Python and JavaScript. With this hands-on guide, author Kyran Dale teaches you how build a basic dataviz toolchain with best-of-breed Python and JavaScript libraries—including Scrapy, Matplotlib, Pandas, Flask, and D3—for crafting engaging, browser-based visualizations.As a working example, throughout the book Dale walks you through transforming Wikipedia’s table-based list of Nobel Prize winners into an interactive visualization. You’ll examine steps along the entire toolchain, from s... [Read More]
- ASIN: 1491920513
- ASIN: 1491920513
- ISBN: 1491920513
- Brand: imusti
- Manufacturer: O'Reilly Media
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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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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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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
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Data Science from Scratch: First Principles with Python
Data science libraries, frameworks, modules, and toolkits are great for doing data science, but they’re also a good way to dive into the discipline without actually understanding data science. In this book, you’ll learn how many of the most fundamental data science tools and algorithms work by implementing them from scratch.If you have an aptitude for mathematics and some programming skills, author Joel Grus will help you get comfortable with the math and statistics at the core of data science, and with hacking skills you need to get started as a data scientist. Today’s messy glut of dat... [Read More]
- ASIN: 149190142X
- ASIN: 149190142X
- ISBN: 149190142X
- Brand: Oreilly Associates Inc
- Manufacturer: O'Reilly Media
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![Mastering Python: Machine Learning, Data Structures, Django, Object Oriented Programming and Software Engineering (Including Programming Interview Questions) [2nd Edition]](https://images-na.ssl-images-amazon.com/images/I/518myUNdPlL.jpg)
Mastering Python: Machine Learning, Data Structures, Django, Object Oriented Programming and Software Engineering (Including Programming Interview Questions) [2nd Edition]
Unlike some guides that give you just the basics that you need to get started, this book teaches you everything you need to know about using Python including what you can use it for. Python is a diverse language and is the foundation of much of what we use in the world today. Most data applications, many websites and machine learning are all powered by Python and you’ll be pleased to learn that it really isn’t difficult to learn. The book is divided into five sections to make it easier for the reader:● Part 1 – Data Structures and Algorithms● Part 2 – Machine Learning● Part 3 –... [Read More]
- ASIN: B07JDC79VK
- ASIN: B07JDC79VK
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Data Science and Big Data Analytics: Discovering, Analyzing, Visualizing and Presenting Data
Data Science and Big Data Analytics is about harnessing the power of data for new insights. The book covers the breadth of activities and methods and tools that Data Scientists use. The content focuses on concepts, principles and practical applications that are applicable to any industry and technology environment, and the learning is supported and explained with examples that you can replicate using open-source software. This book will help you: Become a contributor on a data science team Deploy a structured lifecycle approach to data analytics problems Apply appropriate analytic techniques ... [Read More]
- ASIN: 111887613X
- ASIN: 111887613X
- ISBN: 111887613X
- Brand: imusti
- Manufacturer: Wiley
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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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SPSS Statistics for Data Analysis and Visualization
Dive deeper into SPSS Statistics for more efficient, accurate, and sophisticated data analysis and visualization SPSS Statistics for Data Analysis and Visualization goes beyond the basics of SPSS Statistics to show you advanced techniques that exploit the full capabilities of SPSS. The authors explain when and why to use each technique, and then walk you through the execution with a pragmatic, nuts and bolts example. Coverage includes extensive, in-depth discussion of advanced statistical techniques, data visualization, predictive analytics, and SPSS programming, including automation and integ... [Read More]
- ASIN: 1119003555
- UPC: 001119003555
- ASIN: 1119003555
- ISBN: 1119003555
- Brand: Wiley
- Manufacturer: Wiley
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Data Science: What the Best Data Scientists Know About Data Analytics, Data Mining, Statistics, Machine Learning, and Big Data - That You Don't
Did you know that the value of data usage has increased job opportunities, but that there are few specialists?These days, everyone is aware of the role that data can play, whether it is an election, business or education. But how can you start working in a wide interdisciplinary field that is occupied with so much hype? This book, Data Science: What the Best Data Scientists Know About Data Analytics, Data Mining, Statistics, Machine Learning, and Big Data – That You Don't, presents you with a step-by-step approach to Data Science as well as secrets only known by the best Data Scientists. It ... [Read More]
- ASIN: B07JYD3YFW
- ASIN: B07JYD3YFW
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Python Machine Learning, 1st Edition
Unlock deeper insights into Machine Leaning with this vital guide to cutting-edge predictive analyticsAbout This BookLeverage Python's most powerful open-source libraries for deep learning, data wrangling, and data visualizationLearn effective strategies and best practices to improve and optimize machine learning systems and algorithmsAsk – and answer – tough questions of your data with robust statistical models, built for a range of datasetsWho This Book Is ForIf you want to find out how to use Python to start answering critical questions of your data, pick up Python Machine Learning – ... [Read More]
- ASIN: 1783555130
- ASIN: 1783555130
- ISBN: 9781783555130
- Brand: Raschka Sebastian
- Manufacturer: Packt Publishing - ebooks Account
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Python for Finance: Analyze Big Financial Data
The financial industry has adopted Python at a tremendous rate recently, with some of the largest investment banks and hedge funds using it to build core trading and risk management systems. This hands-on guide helps both developers and quantitative analysts get started with Python, and guides you through the most important aspects of using Python for quantitative finance.Using practical examples through the book, author Yves Hilpisch also shows you how to develop a full-fledged framework for Monte Carlo simulation-based derivatives and risk analytics, based on a large, realistic case study. M... [Read More]
- ASIN: 1491945281
- ASIN: 1491945281
- ISBN: 9781491945285
- Brand: O'Reilly Media
- Manufacturer: O'Reilly Media
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Advanced Analytics with Spark: Patterns for Learning from Data at Scale
In this practical book, four Cloudera data scientists present a set of self-contained patterns for performing large-scale data analysis with Spark. The authors bring Spark, statistical methods, and real-world data sets together to teach you how to approach analytics problems by example.You’ll start with an introduction to Spark and its ecosystem, and then dive into patterns that apply common techniques—classification, collaborative filtering, and anomaly detection among others—to fields such as genomics, security, and finance. If you have an entry-level understanding of machine learning ... [Read More]
- ASIN: 1491912766
- ASIN: 1491912766
- ISBN: 1491912766
- Brand: O'Reilly Media
- Manufacturer: O'Reilly Media
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Beginning Python Visualization: Crafting Visual Transformation Scripts (Books for Professionals by Professionals)
We are visual animals. But before we can see the world in its true splendor, our brains, just like our computers, have to sort and organize raw data, and then transform that data to produce new images of the world. Beginning Python Visualization: Crafting Visual Transformation Scripts discusses turning many types of small data sources into useful visual data. And, you will learn Python as part of the bargain.
- ASIN: 1430218436
- ASIN: 1430218436
- ISBN: 1430218436
- Brand: Apress
- Manufacturer: Apress/friends of ED
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Data Analysis with Open Source Tools: A Hands-On Guide for Programmers and Data Scientists
These days it seems like everyone is collecting data. But all of that data is just raw information -- to make that information meaningful, it has to be organized, filtered, and analyzed. Anyone can apply data analysis tools and get results, but without the right approach those results may be useless. Author Philipp Janert teaches you how to think about data: how to effectively approach data analysis problems, and how to extract all of the available information from your data. Janert covers univariate data, data in multiple dimensions, time series data, graphical techniques, data mining, machin... [Read More]
- ASIN: 0596802358
- ASIN: 0596802358
- ISBN: 9780596802356
- Brand: O Reilly Media
- Manufacturer: O'Reilly Media
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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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Python for Data Analysis : Data Wrangling with Pandas, Numpy, and Ipython
9781491957660
- UPC: 55990701
- Rating: 4.0
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Data Science from Scratch : First Principles with Python
Data science libraries, frameworks, modules, and toolkits are great for doing data science, but they're also a good way to dive into the discipline without actually understanding data science. In this book, you'll learn how
- UPC: 43907523
- Rating: 2.5
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Introduction to Machine Learning with Python : A Guide for Data Scientists
Machine learning has become an integral part of many commercial applications and research projects, but this field is not exclusive to large companies with extensive research teams. If you use Python, even as a beginner,
- UPC: 44452377
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Data Points : Visualization That Means Something
A fresh look at visualization from the author of Visualize This Whether it's statistical charts, geographic maps, or the snappy graphical statistics you see on your favorite news sites, the art of data graphics or
- UPC: 21973799
- Rating: 4.0
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Frank Kane's Taming Big Data with Apache Spark and Python
Frank Kane's Taming Big Data with Apache Spark and
- UPC: 704678850
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Modeling Techniques in Predictive Analytics with Python and R: A Guide to Data Science
Master predictive analytics, from start to finish Start with strategy and management Master methods and build models Transform your models into highly-effective code--in both Python and R This one-of-a-kind book will help you use predictive
- UPC: 37284087
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Numerical Python: Scientific Computing and Data Science Applications with Numpy, Scipy and Matplotlib (Paperback)
9781484242452
- UPC: 885993520
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Tableau Cookbook - Recipes for Data Visualization
Tableau Cookbook - Recipes for Data
- UPC: 729163508
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Data Wrangling with Python : Tips and Tools to Make Your Life Easier
How do you take your data analysis skills beyond Excel to the next level? By learning just enough Python to get stuff done. This hands-on guide shows non-programmers like you how to process information that's
- UPC: 48450508
Intro to Data Analysis / Visualization with Python, Matplotlib and Pandas | Matplotlib Tutorial
Python Data Visualization With Bokeh
The Best Way to Visualize a Dataset Easily
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