¡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
Ultimate Python Libraries for Data Analysis and Visualization: Leverage Pandas NumPy Matplotlib Seaborn Julius AI and No-Code Tools for Data Acquisition Visualization and Statistical Analysis - cover

Ultimate Python Libraries for Data Analysis and Visualization: Leverage Pandas NumPy Matplotlib Seaborn Julius AI and No-Code Tools for Data Acquisition Visualization and Statistical Analysis

Abhinaba Banerjee

Editorial: Orange Education Pvt Ltd

  • 0
  • 0
  • 0

Sinopsis

Test your Data Analysis skills to its fullest using Python and other no-code tools Key Features ● Comprehensive coverage of Python libraries such as Pandas, NumPy, Matplotlib, Seaborn, Julius AI for data acquisition, preparation, analysis, and visualization● Real-world projects and practical applications for hands-on learning● In-depth exploration of low-code and no-code tools for enhanced productivityBook DescriptionUltimate Data Analysis and Visualization with Python is your comprehensive guide to mastering the intricacies of data analysis and visualization using Python. This book serves as your roadmap to unlocking the full potential of Python for extracting insights from data using Pandas, NumPy, Matplotlib, Seaborn, and Julius AI. Starting with the fundamentals of data acquisition, you'll learn essential techniques for gathering and preparing data for analysis. From there, you’ll dive into exploratory data analysis, uncovering patterns and relationships hidden within your datasets.Through step-by-step tutorials, you'll gain proficiency in statistical analysis, time series forecasting, and signal processing, equipping you with the tools to extract actionable insights from any dataset. What sets this book apart is its emphasis on real-world applications. With a series of hands-on projects, you’ll apply your newfound skills to analyze diverse datasets spanning industries such as finance, healthcare, e-commerce, and more.By the end of the book, you'll have the confidence and expertise to tackle any data analysis challenge with Python. To aid your journey, the book includes a handy Python cheat sheet in the appendix, serving as a quick reference guide for common functions and syntax.What you will learn● Acquire data from various sources using Python, including web scraping, APIs, and databases.● Clean and prepare datasets for analysis, handling missing values, outliers, and inconsistencies.● Conduct exploratory data analysis to uncover patterns, trends, and relationships within your data.● Perform statistical analysis using Python libraries such as NumPy and Pandas, including hypothesis testing and regression analysis.● Master time series analysis techniques for forecasting future trends and making data-driven decisions.● Apply signal processing methods to analyze and interpret signals in data, such as audio, image, and sensor data.● Engage in real-world projects across diverse industries, from finance to healthcare, to reinforce your skills and experience.Table of Contents1. Introduction to Data Analysis and Data Visualization using Python2. Data Acquisition3. Data Cleaning and Preparation4. Exploratory Data Analysis5. Statistical Analysis6. Time Series Analysis and Forecasting7. Signal Processing8. Analyzing Real-World Data Sets using Python     APPENDIX A Python Cheat Sheet     Index
Disponible desde: 10/02/2025.
Longitud de impresión: 266 páginas.

Otros libros que te pueden interesar

  • The Amazon Incubator - cover

    The Amazon Incubator

    Lesley Hensell

    • 0
    • 0
    • 0
    The real story about how to be a successful seller on Amazon, from a leading consultant. Amazon is the most powerful business incubator in the history of the world. Unfortunately, where there is great opportunity, get-rich-quick schemes abound. Most available books about selling on Amazon peddle a dream that is unattainable for sellers. They promise riches at the cost of only five hours a week, or a long-term income for an initial investment of just $1,000. The Amazon Incubator is different. This book instead offers realistic, sustainable strategies for building a long-term, profitable business on Amazon. Whether sellers are burgeoning entrepreneurs or own the ecommerce channel at an established brand, they will benefit from the strategic thinking and in-depth Amazon know-how delivered in an easily digestible format. The reader will be guided through exercises to define their goals, determine their product set, and execute like a champ. The Amazon Incubator is written in short, easy-to-digest chapters that include case studies and real-world examples of Amazon seller success and failure. Readers will better identify with and understand the information when case studies are included. In addition, each chapter includes a brief summary at the end, as well as suggested action steps, so it can easily be used as a tool for the reader to share with teammates and business associates.
    Ver libro
  • Change Is the Only Constant - The Wisdom of Calculus in a Madcap World - cover

    Change Is the Only Constant -...

    Ben Orlin

    • 0
    • 0
    • 0
    From popular math blogger and author of the underground bestseller Math With Bad Drawings, Change Is The Only Constant is an engaging and eloquent exploration of the intersection between calculus and daily life, complete with Orlin's sly humor and wonderfully bad drawings.   Change is the Only Constant is an engaging and eloquent exploration of the intersection between calculus and daily life, complete with Orlin's sly humor and memorably bad drawings. By spinning 28 engaging mathematical tales, Orlin shows us that calculus is simply another language to express the very things we humans grapple with every day -- love, risk, time, and most importantly, change. Divided into two parts, "Moments" and "Eternities," and drawing on everyone from Sherlock Holmes to Mark Twain to David Foster Wallace, Change is the Only Constant unearths connections between calculus, art, literature, and a beloved dog named Elvis. This is not just math for math's sake; it's math for the sake of becoming a wiser and more thoughtful human.
    Ver libro
  • Rumbles - A Curious History of the Gut: The Secret Story of the Body’s Most Fascinating Organ - cover

    Rumbles - A Curious History of...

    Elsa Richardson

    • 0
    • 0
    • 0
    The fascinating—and often secret—history of the body's most fascinating system: the gut. 
     
     
     
    The stomach is notoriously outspoken. It growls, gurgles, and grumbles while other organs remain silent, inconspicuous, and content. For centuries humans have puzzled over this rowdy organ, deliberating on the extent of its influence over cognition, mental wellbeing, and emotions, and wondering how the gut became so central to our sense of self. 
     
     
     
    Traveling from ancient Greece to Victorian England, eighteenth-century France to modern America, historian Elsa Richardson leads us on a tour of the gut, exploring all the ways that we have imagined, theorized, and probed the mysteries of the gastroenterological system. We'll meet a diverse cast of characters including Edwardian body builders, hunger-striking suffragettes, demons, medieval alchemists, and one poor teenage girl plagued by a remarkably vocal gut, all united by this singular organ. 
     
     
     
    Engaging, eye-opening, and thought-provoking, Rumbles leaves no stone unturned, scrutinizing religious tracts and etiquette guides, satirical cartoons and political pamphlets, in its quest to answer the millennia-old question: Are we really ruled by our stomachs?
    Ver libro
  • Digital Marketing Masterclass - Enhance Your Online Visibility - cover

    Digital Marketing Masterclass -...

    Alex Tusk

    • 0
    • 0
    • 0
     Digital Marketing Masterclass: Enhance Your Online Visibility, is designed specifically for people like you who are eager to dive deep into the world of digital marketing and harness its full potential. Whether you're a budding entrepreneur, a seasoned marketer looking for fresh insights, or simply someone passionate about learning the ropes of online marketing, this book is your comprehensive guide. Think of this book as your personalized roadmap. Just like planning a road trip where each stop uncovers a new adventure, each chapter here unravels a crucial element of digital marketing. From basics to advanced strategies, every topic is structured to ensure step-by-step learning. We'll explain concepts through relatable examples, analogies, and real-life success stories. Starting with the basics in Chapter 2, "Digital Marketing Masterclass: Grow Your Online Presence", we’ll lay the foundational groundwork. We'll dive into the very essence of digital marketing, its key components, and why an online presence is non-negotiable in today's digital age. You'll learn to understand your audience better — an essential skill much like knowing your readers’ preferences if you were running a book club. Next, as we enter Chapter 3, "SEO Fundamentals", you'll tackle Search Engine Optimization (SEO). Consider SEO as the compass that guides traffic to your website. From keyword research to on-page and off-page optimizations, you'll unlock the secrets to making your site more visible in search engine results. And, just like any good explorer, you'll also learn to use various tools and analytics to keep track of your progress. 
    Email marketing takes center stage in Chapter 6. Think of email marketing as crafting personalized love letters to your audience. From constructing an email list to drafting effective emails and using automation, this chapter ensures that your emails hit the right chords.
    Ver libro
  • The Strategy Implementation Gap - Helping busy executives deliver their strategic goals in a sustainable efficient and effective way through projects and programs - cover

    The Strategy Implementation Gap...

    James Bawtree, Michael Young

    • 0
    • 0
    • 0
    The Strategy Implementation Gap is a guide for executives on how to have a sustainable approach to the right people doing the right things in the right way to achieve the right results. 
    “James and Michael have captured the essentials for bridging the strategy implementation gap. This book reflects their decades of helping project leaders and teams win. If you read one book on project management this year, this should be it.”  
    Greg Crowther – Founder, Write For Impact
    Ver libro
  • Living Medicine - Don Thomas Marrow Transplantation and the Cell Therapy Revolution - cover

    Living Medicine - Don Thomas...

    Dr. Fred Appelbaum

    • 0
    • 0
    • 0
    A sweeping biography of the visionary behind bone marrow transplantation and the story of the diseases cured by Don Thomas's discovery. In the last half of the twentieth century, Thomas himself discovered a cure for every marrow-based disease—like leukemia, lymphoma, and sickle-cell anemia—forever changing treatment for some of the deadliest illnesses. His feats were extraordinary, earning him a Nobel Prize, and the cascade of treatments he inspired have reshaped and will continue to reshape the practice of clinical medicine. Yet no one has ever written Thomas’s courageous story. Dr. Frederick R. Appelbaum, a member of Thomas’s research team, does so for the first time in Living Medicine: Don Thomas, Marrow Transplantation, and the Cell Therapy Revolution. Bone marrow transplantation has now saved over a million lives, but when Thomas first had the idea, he was met with disbelief by the scientific community. Appelbaum, informed by decades in the field and personal connection with Thomas, tells us the secrets to Thomas’s success: his unique characteristics, how he created an effective team of researchers, and how he overcame the technical obstacles of marrow transplantation. Appelbaum tells a bigger story, too, of the scientific and societal implications of this achievement, which are critical for scientific and lay readers alike so that we all might be better informed of how far our medical progress has come and will go.
    Ver libro