Mastering Pandas
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Mastering Pandas
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Author : Ashish Kumar
language : en
Publisher: Packt Publishing Ltd
Release Date : 2019-10-25
Mastering Pandas written by Ashish Kumar and has been published by Packt Publishing Ltd this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-10-25 with Computers categories.
Perform advanced data manipulation tasks using pandas and become an expert data analyst. Key FeaturesManipulate and analyze your data expertly using the power of pandasWork with missing data and time series data and become a true pandas expertIncludes expert tips and techniques on making your data analysis tasks easierBook Description pandas is a popular Python library used by data scientists and analysts worldwide to manipulate and analyze their data. This book presents useful data manipulation techniques in pandas to perform complex data analysis in various domains. An update to our highly successful previous edition with new features, examples, updated code, and more, this book is an in-depth guide to get the most out of pandas for data analysis. Designed for both intermediate users as well as seasoned practitioners, you will learn advanced data manipulation techniques, such as multi-indexing, modifying data structures, and sampling your data, which allow for powerful analysis and help you gain accurate insights from it. With the help of this book, you will apply pandas to different domains, such as Bayesian statistics, predictive analytics, and time series analysis using an example-based approach. And not just that; you will also learn how to prepare powerful, interactive business reports in pandas using the Jupyter notebook. By the end of this book, you will learn how to perform efficient data analysis using pandas on complex data, and become an expert data analyst or data scientist in the process. What you will learnSpeed up your data analysis by importing data into pandasKeep relevant data points by selecting subsets of your dataCreate a high-quality dataset by cleaning data and fixing missing valuesCompute actionable analytics with grouping and aggregation in pandasMaster time series data analysis in pandasMake powerful reports in pandas using Jupyter notebooksWho this book is for This book is for data scientists, analysts and Python developers who wish to explore advanced data analysis and scientific computing techniques using pandas. Some fundamental understanding of Python programming and familiarity with the basic data analysis concepts is all you need to get started with this book.
Mastering Pandas In Python
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Author : Pedro Martins
language : en
Publisher: Pedro Martins
Release Date : 2024-03-17
Mastering Pandas In Python written by Pedro Martins and has been published by Pedro Martins this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-03-17 with Computers categories.
Book Store Description for "Mastering Pandas in Python: Course Book" Description: Dive into the world of data analysis with "Mastering Pandas in Python: Course Book," a comprehensive guide tailored for those embarking on the journey of data manipulation and analysis in Python. Authored by Pedro Martins, a renowned expert in the field, this book unfolds the powerful features of Pandas, a key Python library, in a structured and engaging manner. Key Highlights: Whether you are a beginner or an experienced data analyst, this book is structured to enhance your proficiency in Pandas. It starts with the basics, gradually progressing to more complex data manipulation techniques. The book brings learning to life with real-world projects and case studies. It's not just about understanding the functions and syntax; it's about seeing how Pandas solves actual data analysis problems. Filled with practical examples, exercises, and code snippets, this book ensures a hands-on learning experience. It's designed to provide you with the skills to confidently navigate the challenges of data analysis. Stay up-to-date with the latest features of Pandas and learn industry best practices for efficient and effective data analysis. For Whom: "Mastering Pandas in Python: Course Book" is perfect for beginners in Python data analysis, data scientists who wish to deepen their Pandas expertise, and professionals from various domains needing to analyze data in their roles. Embrace the power of Pandas and unlock your potential in data analysis with "Mastering Pandas in Python: Course Book." Add it to your bookshelf today and step into the realm of Python data analysis with confidence!
Mastering Pandas For Finance
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Author : Michael Heydt
language : en
Publisher: Packt Publishing Ltd
Release Date : 2015-05-25
Mastering Pandas For Finance written by Michael Heydt and has been published by Packt Publishing Ltd this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015-05-25 with Computers categories.
If you are interested in quantitative finance, financial modeling, and trading, or simply want to learn how Python and pandas can be applied to finance, then this book is ideal for you. Some knowledge of Python and pandas is assumed. Interest in financial concepts is helpful, but no prior knowledge is expected.
Mastering Pandas
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Author : Femi Anthony
language : en
Publisher:
Release Date : 2015-06-22
Mastering Pandas written by Femi Anthony and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015-06-22 with Computers categories.
This book is intended for Python programmers, mathematicians, and analysts who already have a basic understanding of Python and wish to learn about its data analysis capabilities in depth.
Mastering Pandas Second Edition
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Author : Ashish Kumar
language : en
Publisher:
Release Date : 2019
Mastering Pandas Second Edition written by Ashish Kumar and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019 with categories.
Perform advanced data manipulation tasks using pandas and become an expert data analyst. Key Features Manipulate and analyze your data expertly using the power of pandas Work with missing data and time series data and become a true pandas expert Includes expert tips and techniques on making your data analysis tasks easier Book Description pandas is a popular Python library used by data scientists and analysts worldwide to manipulate and analyze their data. This book presents useful data manipulation techniques in pandas to perform complex data analysis in various domains. An update to our highly successful previous edition with new features, examples, updated code, and more, this book is an in-depth guide to get the most out of pandas for data analysis. Designed for both intermediate users as well as seasoned practitioners, you will learn advanced data manipulation techniques, such as multi-indexing, modifying data structures, and sampling your data, which allow for powerful analysis and help you gain accurate insights from it. With the help of this book, you will apply pandas to different domains, such as Bayesian statistics, predictive analytics, and time series analysis using an example-based approach. And not just that; you will also learn how to prepare powerful, interactive business reports in pandas using the Jupyter notebook. By the end of this book, you will learn how to perform efficient data analysis using pandas on complex data, and become an expert data analyst or data scientist in the process. What you will learn Speed up your data analysis by importing data into pandas Keep relevant data points by selecting subsets of your data Create a high-quality dataset by cleaning data and fixing missing values Compute actionable analytics with grouping and aggregation in pandas Master time series data analysis in pandas Make powerful reports in pandas using Jupyter notebooks Who this book is for This book is for data scientists, analysts and Python developers who wish to explore advanced data analysis and scientific computing techniques using pandas. Some fundamental understanding of Python programming and familiarity with the basic data analysis concepts is all you need to get started with this book.
Learning Pandas
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Author : Michael Heydt
language : en
Publisher: Packt Publishing Ltd
Release Date : 2015-04-16
Learning Pandas written by Michael Heydt and has been published by Packt Publishing Ltd this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015-04-16 with Computers categories.
If you are a Python programmer who wants to get started with performing data analysis using pandas and Python, this is the book for you. Some experience with statistical analysis would be helpful but is not mandatory.
Learning Pandas Second Edition
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Author : Michael Heydt
language : en
Publisher:
Release Date : 2017-06-30
Learning Pandas Second Edition written by Michael Heydt and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-06-30 with Computers categories.
Get to grips with pandas--a versatile and high-performance Python library for data manipulation, analysis, and discoveryAbout This Book* Get comfortable using pandas and Python as an effective data exploration and analysis tool* Explore pandas through a framework of data analysis, with an explanation of how pandas is well suited for the various stages in a data analysis process* A comprehensive guide to pandas with many of clear and practical examples to help you get up and using pandasWho This Book Is ForThis book is ideal for data scientists, data analysts, Python programmers who want to plunge into data analysis using pandas, and anyone with a curiosity about analyzing data. Some knowledge of statistics and programming will be helpful to get the most out of this book but not strictly required. Prior exposure to pandas is also not required.What You Will Learn* Understand how data analysts and scientists think about of the processes of gathering and understanding data* Learn how pandas can be used to support the end-to-end process of data analysis* Use pandas Series and DataFrame objects to represent single and multivariate data* Slicing and dicing data with pandas, as well as combining, grouping, and aggregating data from multiple sources* How to access data from external sources such as files, databases, and web services* Represent and manipulate time-series data and the many of the intricacies involved with this type of data* How to visualize statistical information* How to use pandas to solve several common data representation and analysis problems within financeIn DetailYou will learn how to use pandas to perform data analysis in Python. You will start with an overview of data analysis and iteratively progress from modeling data, to accessing data from remote sources, performing numeric and statistical analysis, through indexing and performing aggregate analysis, and finally to visualizing statistical data and applying pandas to finance.With the knowledge you gain from this book, you will quickly learn pandas and how it can empower you in the exciting world of data manipulation, analysis and science.Style and approach* Step-by-step instruction on using pandas within an end-to-end framework of performing data analysis* Practical demonstration of using Python and pandas using interactive and incremental examples
Mastering Dc
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Author : Kay Killingstad
language : en
Publisher: Adventures Pub.
Release Date : 1996-04
Mastering Dc written by Kay Killingstad and has been published by Adventures Pub. this book supported file pdf, txt, epub, kindle and other format this book has been release on 1996-04 with Travel categories.
Mastering Word 6 For Windows
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Author : Ron Mansfield
language : en
Publisher: Sybex
Release Date : 1995
Mastering Word 6 For Windows written by Ron Mansfield and has been published by Sybex this book supported file pdf, txt, epub, kindle and other format this book has been release on 1995 with Computers categories.
This book offers comprehensive, thoroughly illustrated coverage of Word 6 for Windows, from simple word processing to complex desktop publishing techniques. Loaded with practical tips and valuable notes and warnings, the book is written from a skeptic's point of view. Readers learn what works, what doesn't, and why. Includes "101 Word 6 Tips" and special "mission critical" icons.
Mastering Your Memory
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Author : F. Stephen Hamilton
language : en
Publisher:
Release Date : 1947
Mastering Your Memory written by F. Stephen Hamilton and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1947 with Memory categories.