¡Acompáñanos a viajar por el mundo de los libros!
Añadir este libro a la estantería
Grey
Escribe un nuevo comentario Default profile 50px
Grey
Suscríbete para leer el libro completo o lee las primeras páginas gratis.
All characters reduced
Exploratory Data Analysis with Python Cookbook - Over 50 recipes to analyze visualize and extract insights from structured and unstructured data - cover

Exploratory Data Analysis with Python Cookbook - Over 50 recipes to analyze visualize and extract insights from structured and unstructured data

Ayodele Oluleye

Editorial: Packt Publishing

  • 0
  • 0
  • 0

Sinopsis

In today's data-centric world, the ability to extract meaningful insights from vast amounts of data has become a valuable skill across industries. Exploratory Data Analysis (EDA) lies at the heart of this process, enabling us to comprehend, visualize, and derive valuable insights from various forms of data.
This book is a comprehensive guide to Exploratory Data Analysis using the Python programming language. It provides practical steps needed to effectively explore, analyze, and visualize structured and unstructured data. It offers hands-on guidance and code for concepts such as generating summary statistics, analyzing single and multiple variables, visualizing data, analyzing text data, handling outliers, handling missing values and automating the EDA process. It is suited for data scientists, data analysts, researchers or curious learners looking to gain essential knowledge and practical steps for analyzing vast amounts of data to uncover insights.
Python is an open-source general purpose programming language which is used widely for data science and data analysis given its simplicity and versatility. It offers several libraries which can be used to clean, analyze, and visualize data. In this book, we will explore popular Python libraries such as Pandas, Matplotlib, and Seaborn and provide workable code for analyzing data in Python using these libraries.
By the end of this book, you will have gained comprehensive knowledge about EDA and mastered the powerful set of EDA techniques and tools required for analyzing both structured and unstructured data to derive valuable insights.
Disponible desde: 30/06/2023.
Longitud de impresión: 382 páginas.

Otros libros que te pueden interesar

  • Offline - Free Your Mind from Smartphone and Social Media Stress - cover

    Offline - Free Your Mind from...

    Imran Rashid, Soren Kenner

    • 0
    • 0
    • 0
    Authors Imran Rashid and Soren Kenner have sparked an international debate by revealing the "mind hacks" Facebook, Apple, Google, and Instagram use to get you and your children hooked on their products. In Offline, they deliver an eye-opening, research-based journey into the world of tech giants, smartphones, social engineering, and subconscious manipulation. This provocative work reveals how digital devices change individuals and communities for better and worse. 
    Offline is a must-listen if you or your kids use smartphones or tablets and spend time browsing social networks, playing online games, or even just browsing sites with news and entertainment. Learn how to recognize "mind hacks" and avoid the potentially disastrous side-effects of digital pollution. 
     Unplug from the matrix. Learn digital habits that work for you.
    Ver libro
  • Loving Large - A Mother's Rare Disease Memoir - cover

    Loving Large - A Mother's Rare...

    Patti M. Hall

    • 0
    • 0
    • 0
    Patti M. Hall’s life is pitched into an abyss of uncertainty when a golf ball–sized tumour is discovered in her teenage son’s head and he is diagnosed with gigantism, a disease of both legend and stigma. After scrambling to access a handful of medical experts in the field, Patti learns that her son could grow uncontrollably, his mobility could be permanently limited, and his life could be cut short without timely and aggressive treatment.Patti’s attention shifts fully to her son, away from her relationships as well as her own career and health. Her new normal sees her step into a dozen additional roles, including nurse, researcher, advocate, risk assessor, and promise maker, while she struggles and fails to rebuild her life as a recently divorced woman.In Loving Large, Patti discovers that resilience is learned and that the changes experienced in the aftermath of crisis can often create the greatest opportunities.
    Ver libro
  • From Swamp to Wetland - The Creation of Everglades National Park - cover

    From Swamp to Wetland - The...

    Chris Wilhelm

    • 0
    • 0
    • 0
    This book chronicles the creation of Everglades National Park, the largest subtropical wilderness in the United States. Prior to the park's creation, the Everglades was seen as a reviled and useless swamp, unfit for typical recreational or development projects.Park advocates drew on new ideas concerning the value of biota and ecology, the importance of wilderness, and the need to protect habitats, marine ecosystems, and plant life to redefine the Everglades. Using these ideas, the Everglades began to be recognized as an ecologically valuable and fragile wetland—and thus a region in need of protective status.While these new ideas foreshadowed the later emergence of modern environmentalism, tourism and the economic desires of Florida's business and political elites also impacted the park's future. These groups saw the Everglades' unique biology and ecology as a foundation on which to build a tourism empire.Yet, even after the park's creation, conservative landowners successfully fought to limit the park and saw it as a threat to their own economic freedoms. The battle to save the swamp's biodiversity continues, and Everglades Park stands at the center of ongoing restoration efforts.
    Ver libro
  • First Aid Audio Crash Course - cover

    First Aid Audio Crash Course

    AudioLearn Medical Content Team

    • 0
    • 0
    • 0
    Developed by experienced practitioners and professionally narrated for easy listening, this course is a valuable tool for anyone interested in becoming familiar with commonly used First Aid techniques. 
    The audio is focused on the most important knowledge and skills you must know to handle many life-threatening situations in everyday life. The material is accurate, up-to-date, and broken down into bite-sized chapters. 
    There are quizzes and key takeaways following each chapter to test your retention of the material and drive home key points. 
    In this course, we will cover the following:Safety BasicsIncident ManagementFirst aid kitsCPR for Adults and Children using an AEDRespiratory IssueCirculation IssueManaging the Unconscious PatientWound careMusculoskeletal injuriesHeat and Cold injuriesForeign objects and bitesMedical conditions 
    We will end our review with a 100 question practice test. We have also included a follow-along PDF manual containing the entire text of this audio course as well as all of the figures, charts, and images we'll be reviewing.
    Ver libro
  • The Aliens Among Us - How Invasive Species Are Transforming the Planet - and Ourselves - cover

    The Aliens Among Us - How...

    Leslie Anthony

    • 0
    • 0
    • 0
    From an award-winning adventure and science journalist comes an eye-opening exploration of a burgeoning environmental phenomenon and the science coalescing around it. Leslie Anthony leads listeners on adventures physical and philosophical as he explores how and why invasive species are hijacking ecosystems around the globe. 
    Weaving science, travel, history, and humor with diverse examples to chart and describe the phases of species invasion and human response, Anthony introduces field researchers and managers who seek to understand the biological, social, and economic aspects of this complex issue, and whose work collectively suggests the emergence of a global shadow economy centered on invasives. 
    With tales of pythons in the Everglades, Asian carp and lamprey in the Great Lakes, Japanese knotweed seemingly everywhere, and the invasive organisms we don't see—pathogens and microbes such as the Zika virus—this book rivets attention on a new ecological reality.
    Ver libro
  • Gastric Bypass Recipes - Simple Bariatric Meal Plans to Eat After Your Surgery for Easy and Healthy Recovery - cover

    Gastric Bypass Recipes - Simple...

    Mike Edwards

    • 0
    • 0
    • 0
    Enjoy a Healthy and Happy Gastric Bypass Recovery! Are you considering Gastric Bypass surgery? Is a loved one going through this process soon? Do you need more information (and recipes) for the various phases of Gastric Bypass recovery? In this audiobook, you’ll find a comprehensive guide to the days and weeks after your surgery. You’ll learn about the types of recommendations your doctor and dietician may make – and be better prepared for your consultations. This audiobook includes over 80 delicious Gastric Bypass recipe choices for the different phases of your recovery – from Mocha Frappuccinos to Salmon Pate. You’ll thrill to favorites like Root Beer Floats and Pumpkin Cheesecake Puddings as your digestive system heals. It’s time to create a brand new you after this life-changing procedure! Don’t wait until after your surgery to get the information you need – order your copy today!
    Ver libro