Hands-On Data Analysis with NumPy and pandas: Implement Python packages from data manipulation to processing
(eBook)
Description
Loading Description...
Also in this Series
Checking series information...
More Details
Format
eBook
Language
English
ISBN
9781789534245
Reviews from GoodReads
Loading GoodReads Reviews.
Citations
APA Citation, 7th Edition (style guide)
Curtis Miller., & Curtis Miller|AUTHOR. (2019). Hands-On Data Analysis with NumPy and pandas: Implement Python packages from data manipulation to processing . Packt Publishing.
Chicago / Turabian - Author Date Citation, 17th Edition (style guide)Curtis Miller and Curtis Miller|AUTHOR. 2019. Hands-On Data Analysis With NumPy and Pandas: Implement Python Packages From Data Manipulation to Processing. Packt Publishing.
Chicago / Turabian - Humanities (Notes and Bibliography) Citation, 17th Edition (style guide)Curtis Miller and Curtis Miller|AUTHOR. Hands-On Data Analysis With NumPy and Pandas: Implement Python Packages From Data Manipulation to Processing Packt Publishing, 2019.
MLA Citation, 9th Edition (style guide)Curtis Miller, and Curtis Miller|AUTHOR. Hands-On Data Analysis With NumPy and Pandas: Implement Python Packages From Data Manipulation to Processing Packt Publishing, 2019.
Note! Citations contain only title, author, edition, publisher, and year published. Citations should be used as a guideline and should be double checked for accuracy. Citation formats are based on standards as of August 2021.
Staff View
Grouping Information
Grouped Work ID | 94ac69e8-4348-2f5a-b69d-b37ebeffcd91-eng |
---|---|
Full title | hands on data analysis with numpy and pandas implement python packages from data manipulation to processing |
Author | miller curtis |
Grouping Category | book |
Last Update | 2023-10-18 21:02:34PM |
Last Indexed | 2024-04-17 04:36:01AM |
Book Cover Information
Image Source | hoopla |
---|---|
First Loaded | Jun 29, 2022 |
Last Used | Mar 21, 2024 |
Hoopla Extract Information
stdClass Object ( [year] => 2019 [artist] => Curtis Miller [fiction] => [coverImageUrl] => https://cover.hoopladigital.com/dra_9781789534245_270.jpeg [titleId] => 13600543 [isbn] => 9781789534245 [abridged] => [language] => ENGLISH [profanity] => [title] => Hands-On Data Analysis with NumPy and pandas [demo] => [segments] => Array ( ) [children] => [artists] => Array ( [0] => stdClass Object ( [name] => Curtis Miller [artistFormal] => Miller, Curtis [relationship] => AUTHOR ) ) [genres] => Array ( [0] => Computers [1] => Data Modeling & Design [2] => Data Science [3] => Data Visualization ) [price] => 1.83 [id] => 13600543 [edited] => [kind] => EBOOK [active] => 1 [upc] => [synopsis] => Get 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. Table 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. [url] => https://www.hoopladigital.com/title/13600543 [pa] => [subtitle] => Implement Python packages from data manipulation to processing [publisher] => Packt Publishing [purchaseModel] => INSTANT )