الاستماع والقراءة

خطوة إلى عالم لا حدود له من القصص

  • اقرأ واستمع إلى ما تريده
  • أكثر من مليون عنوان
  • العناوين الحصرية + أصول القصة
  • 7 يوم تجربة مجانية، ثم 9.99$ يورو في الشهر
  • من السهل الإلغاء في أي وقت
جرب مجانا
Details page - Device banner - 894x1036
Cover for Mastering pandas: A complete guide to pandas, from installation to advanced data analysis techniques, 2nd Edition

Mastering pandas: A complete guide to pandas, from installation to advanced data analysis techniques, 2nd Edition

اللغة
اللغة الإنجليزية
الصيغة
تصنيف

كتب واقعية

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.

© 2019 Packt Publishing (كتاب إلكتروني): 9781789343359

تاريخ النشر

كتاب إلكتروني: 25 أكتوبر 2019

واستمتع آخرون أيضًا...

  1. A Country Doctor
    A Country Doctor Sarah Orne Jewett
    2.8
  2. PMP Pro: Transform Your Exam Success with Game-Changing Secrets: "Elevate your PMP exam results! Dive into transformative audio lessons for peak performance on test day."
    PMP Pro: Transform Your Exam Success with Game-Changing Secrets: "Elevate your PMP exam results! Dive into transformative audio lessons for peak performance on test day." Arden Blakewood
  3. Summary - I’m Still Here: Based On The Book By Austin Channing Brown
    Summary - I’m Still Here: Based On The Book By Austin Channing Brown Library Of Stories
    1
  4. Desconexión Digital: Meditaciones Guiadas para Calma y Claridad
    Desconexión Digital: Meditaciones Guiadas para Calma y Claridad Refeser
  5. Summary - Emotional Intelligence 2.0.: Based On The Book By Travis Bradberry And Jean Greaves
    Summary - Emotional Intelligence 2.0.: Based On The Book By Travis Bradberry And Jean Greaves Fastbooks Publishing
    4
  6. Nature’s Symphony of Serene Forest Cricket Sounds Mixed With Piano Rhythms For Deep Calm & Relaxation: Experience Soothing Nights for Restful Sleep & Mindfulness Using Enhanced BGM 8D Audio
    Nature’s Symphony of Serene Forest Cricket Sounds Mixed With Piano Rhythms For Deep Calm & Relaxation: Experience Soothing Nights for Restful Sleep & Mindfulness Using Enhanced BGM 8D Audio Cedar Skye
  7. Summary - Freakonomics: Based On The Book By Steven Levitt And Stephen Dubner
    Summary - Freakonomics: Based On The Book By Steven Levitt And Stephen Dubner Fastbooks Publishing
    4
  8. Django Unchained - The Ultimate Trivia Collection: From The Movie Directed By Quentin Tarantino
    Django Unchained - The Ultimate Trivia Collection: From The Movie Directed By Quentin Tarantino Film Trivia Metaverse
  9. 100 Quotes About Inner Peace That Will Transform Your Life: Finding Serenity Amidst Life's Turmoil
    100 Quotes About Inner Peace That Will Transform Your Life: Finding Serenity Amidst Life's Turmoil The Quotes Library
    5
  10. GED Secrets: Elevate Your Success and Conquer the Exam Today: "Boost your GED prep! Unlock engaging audio lessons for ultimate exam success today!"
    GED Secrets: Elevate Your Success and Conquer the Exam Today: "Boost your GED prep! Unlock engaging audio lessons for ultimate exam success today!" Ronan Cade
  11. Extended Summary - Maybe You Should Talk To Someone: Based On The Book By Lori Gottlieb
    Extended Summary - Maybe You Should Talk To Someone: Based On The Book By Lori Gottlieb Quick Reading Library
  12. Extended Summary - Braving The Wilderness: Based On The Book By Brene Brown
    Extended Summary - Braving The Wilderness: Based On The Book By Brene Brown Quick Reading Library
    2
  13. Summary - Eat To Live: Based On The Book By Dr. Joel Fuhrman
    Summary - Eat To Live: Based On The Book By Dr. Joel Fuhrman Fastbooks Publishing
  14. Summary - 1620 - A Critical Response To The 1619 Project: Based On The Book By Peter W. Wood
    Summary - 1620 - A Critical Response To The 1619 Project: Based On The Book By Peter W. Wood Library Of Stories
  15. Summary - Everything Is F*Cked: Based On The Book By Mark Manson
    Summary - Everything Is F*Cked: Based On The Book By Mark Manson Fastbooks Publishing

دائمًا برفقة Storytel

  • أكثر من 200000 عنوان

  • وضع الأطفال (بيئة آمنة للأطفال)

  • تنزيل الكتب للوصول إليها دون الاتصال بالإنترنت

  • الإلغاء في أي وقت

الكتب الأكثر استماعًا

شهري

قصص لكل المناسبات.

9.99 $ / شهر
7 يومًا مجانًا
  • حساب واحد

  • حساب بلا حدود

  • 1 حساب

  • استماع بلا حدود

  • إلغاء في أي وقت

جرب الآن

سنويا

قصص لكل المناسبات.

83.88 $ /سنة
7 يومًا مجانًا
وفر 30%
  • حساب واحد

  • حساب بلا حدود

  • 1 حساب

  • استماع بلا حدود

  • إلغاء في أي وقت

جرب الآن

6 أشهر

قصص لكل المناسبات.

53.64 $ /6 أشهر
7 يومًا مجانًا
وفر 11%
  • حساب واحد

  • حساب بلا حدود

  • 1 حساب

  • استماع بلا حدود

  • إلغاء في أي وقت

جرب الآن