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Chad Cooper Mastering ArcGIS Enterprise Administration (Paperback)

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Item specifics

Condition
Brand New: A new, unread, unused book in perfect condition with no missing or damaged pages. See the ...
Book Title
Mastering ArcGIS Enterprise Administration
Publication Name
Mastering Arcgis Enterprise Administration
Title
Mastering ArcGIS Enterprise Administration
Author
Chad Cooper
Format
Trade Paperback
EAN
9781788297493
ISBN
9781788297493
Publisher
Packt Publishing, The Limited
Genre
Computing & Internet
Release Year
2017
Release Date
27/10/2017
Language
English
Country/Region of Manufacture
GB
Item Height
93mm
Item Length
75mm
Publication Year
2017
Type
Textbook
Number of Pages
382 Pages

About this product

Product Information

Get to grips with pandas-a versatile and high-performance Python library for data manipulation, analysis, and discovery Key Features Perform efficient data analysis and manipulation tasks using pandas Apply pandas to different real-world domains using step-by-step demonstrations Get accustomed to using pandas as an effective data exploration tool Book Description Data analysis has become a necessary skill in a variety of positions where knowing how to work with data and extract insights can generate significant value. Hands-On Data Analysis with Pandas will show you how to analyze your data, get started with machine learning, and work effectively with Python libraries often used for data science, such as pandas, NumPy, matplotlib, seaborn, and scikit-learn. Using real-world datasets, you will learn how to use the powerful pandas library to perform data wrangling to reshape, clean, and aggregate your data. Then, you will learn how to conduct exploratory data analysis by calculating summary statistics and visualizing the data to find patterns. In the concluding chapters, you will explore some applications of anomaly detection, regression, clustering, and classification, using scikit-learn, to make predictions based on past data. By the end of this book, you will be equipped with the skills you need to use pandas to ensure the veracity of your data, visualize it for effective decision-making, and reliably reproduce analyses across multiple datasets. What you will learn Understand how data analysts and scientists gather and analyze data Perform data analysis and data wrangling in Python Combine, group, and aggregate data from multiple sources Create data visualizations with pandas, matplotlib, and seaborn Apply machine learning (ML) algorithms to identify patterns and make predictions Use Python data science libraries to analyze real-world datasets Use pandas to solve common data representation and analysis problems Build Python scripts, modules, and packages for reusable analysis code Who this book is for This book is for data analysts, data science beginners, and Python developers who want to explore each stage of data analysis and scientific computing using a wide range of datasets. You will also find this book useful if you are a data scientist who is looking to implement pandas in machine learning. Working knowledge of Python programming language will be beneficial.

Product Identifiers

Publisher
Packt Publishing, The Limited
ISBN-10
1788297490
ISBN-13
9781788297493
eBay Product ID (ePID)
240311984

Product Key Features

Author
Chad Cooper
Publication Name
Mastering Arcgis Enterprise Administration
Format
Trade Paperback
Language
English
Publication Year
2017
Type
Textbook
Number of Pages
382 Pages

Additional Product Features

Topic
Cloud Computing, Databases / Servers, Remote Sensing & Geographic Information Systems, Enterprise Applications / General
Genre
Computers, Technology & Engineering

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