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Hands-On Data Analysis with NumPy and Pandas : Implement Python Packages from Data Manipulation to Processing by Curtis Miller (2018, Trade Paperback)

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Hands-On Data Analysis with NumPy and Pandas, ISBN 1789530792, ISBN-13 9781789530797, Brand New, Free shipping in the US

About this product

Product Identifiers

PublisherPackt Publishing, The Limited

ISBN-101789530792

ISBN-139781789530797

eBay Product ID (ePID)15038485651

Product Key Features

Number of Pages168 Pages

Publication NameHands-On Data Analysis with NumPy and Pandas : Implement Python Packages from Data Manipulation to Processing

LanguageEnglish

Publication Year2018

SubjectData Modeling & Design, Numerical Analysis, Data Visualization, Data Processing, Programming Languages / Python

TypeTextbook

AuthorCurtis Miller

Subject AreaMathematics, Computers

FormatTrade Paperback

Dimensions

Item Length3.6 in

Item Width3 in

Additional Product Features

Intended AudienceTrade

Table Of ContentTable of Contents Setting Up a Python Data Analysis Environment Diving into NumPY Operations on NumPy Arrays Pandas Are Fun! What Is pandas? Arithmetic, Function Application and Mapping with pandas Managing, Indexing, and Plotting

SynopsisGet to grips with the most popular Python packages that make data analysis possible Key Features Explore the tools you need to become a data analyst Discover practical examples to help you grasp data processing concepts Walk through hierarchical indexing and grouping for data analysis Book Description Python, a multi-paradigm programming language, has become the language of choice for data scientists for visualization, data analysis, and machine learning. Hands-On Data Analysis with NumPy and Pandas starts by guiding you in setting up the right environment for data analysis with Python, along with helping you install the correct Python distribution. In addition to this, you will work with the Jupyter notebook and set up a database. Once you have covered Jupyter, you will dig deep into Python's NumPy package, a powerful extension with advanced mathematical functions. You will then move on to creating NumPy arrays and employing different array methods and functions. You will explore Python's pandas extension which will help you get to grips with data mining and learn to subset your data. Last but not the least you will grasp how to manage your datasets by sorting and ranking them. By the end of this book, you will have learned to index and group your data for sophisticated data analysis and manipulation. What you will learn Understand how to install and manage Anaconda Read, sort, and map data using NumPy and pandas Find out how to create and slice data arrays using NumPy Discover how to subset your DataFrames using pandas Handle missing data in a pandas DataFrame Explore hierarchical indexing and plotting with pandas Who this book is for Hands-On Data Analysis with NumPy and Pandas is for you if you are a Python developer and want to take your first steps into the world of data analysis. No previous experience of data analysis is required to enjoy this book., In this book, you will explore two important Python packages used by Data Analysts, NumPy & pandas. You will dive into different concepts such as reading, sorting, grouping of data, and also learn how to work with different data formats for your data analysis projects.