Unisciti a noi in un viaggio nel mondo dei libri!
Aggiungi questo libro allo scaffale
Grey
Scrivi un nuovo commento Default profile 50px
Grey
Iscriviti per leggere l'intero libro o leggi le prime pagine gratuitamente!
All characters reduced
Prompting Python Data Visualization - Design Build and Automate Visual Insights with Python and AI - cover

Prompting Python Data Visualization - Design Build and Automate Visual Insights with Python and AI

Aleksei Aleinikov

Casa editrice: Orange Education Pvt Ltd

  • 0
  • 0
  • 0

Sinossi

Turn natural language into production-ready Python chartsKey Features● Get a free one-month digital subscription to www.avaskillshelf.com● End-to-end Python visualization workflow, from data handling to production.● Hands-on Matplotlib and Seaborn mastery, from fundamentals to advanced use.● AI-powered visualization workflows using prompts, automation, and templates.Book DescriptionData visualization turns complex data into insight, alignment, and action—and it is a core skill for modern data, analytics, and engineering roles. Prompting Python Data Visualization shows you how to design clear, trustworthy visuals in Python, while accelerating the entire workflow by translating natural-language intent into working visualization code with AI.You begin with the foundations of visual thinking and data handling, then build strong technical skills using Matplotlib and Seaborn. The book takes you from basic plots to advanced layouts, styling, annotations, time-series analysis, and publication-ready exports, grounded in real-world analytics and reporting use cases.As you progress, you learn prompt engineering techniques to generate charts with AI, refine and debug AI-produced code, and automate repetitive visualization tasks using reusable prompt templates. By the end of the book, you will produce professional visuals for reports, notebooks, and dashboards with speed, consistency, and confidence.What you will learn● Apply visual thinking principles to design meaningful charts● Build and customize Matplotlib visualizations for real-world use● Use Seaborn to explore distributions, categories, and relationships● Prepare Python visualizations for reports, dashboards, and publications● Generate, refine, and automate plots using AI-driven prompts● Apply ethical data storytelling and future-ready visualization practicesWho is This Book For?This book is for Python Developers, Data Analysts, Data Scientists, Machine Learning Engineers, Business Intelligence Engineers, and Analytics Engineers who want to create professional, production-ready visualizations and accelerate their workflow using AI.Readers should have a working knowledge of Python (functions, lists, dictionaries, NumPy/Pandas or DataFrames) and basic experience working with datasets.Table of Contents1. The Foundation of Visual Thinking2. Setting Up Your Visualization Environment3. Data Handling Essentials4. Matplotlib Fundamentals5. Customizing Matplotlib Aesthetics6. Arranging Matplotlib Plots7. Advanced Matplotlib Techniques8. Preparing Matplotlib for Production9. Introduction to Seaborn10. Seaborn for Distribution and Categorical Data11. Seaborn for Relationships and Matrix Plots12. Advanced Seaborn Features13. Prompting for Visualization Code14. Refining AI-Generated Visualizations15. Automation with AI Prompts16. Building Reusable Prompt Templates17. Data Storytelling and Ethics18. The Future of Visualization AI       Index
Disponibile da: 17/02/2026.
Lunghezza di stampa: 402 pagine.

Altri libri che potrebbero interessarti

  • Israel and the Cyber Threat - How the Startup Nation Became a Global Cyber Power - cover

    Israel and the Cyber Threat -...

    Charles D. Freilich, Gabi...

    • 0
    • 0
    • 0
    In Israel and the Cyber Threat, Charles D. ("Chuck") Freilich, Matthew S. Cohen, and Gabi Siboni provide a detailed and comprehensive study of Israel's cyber strategy, tracing it from its origins to the present. They analyze Israel's highly advanced civil and military cyber capabilities and organizational structures to offer insights into what other countries can learn from Israel's experience. To achieve this, they explore how and why Israel has been able to build a remarkable cyber ecosystem and turn itself, despite its small size, into a global cyber power. The book further examines the major cyber threats facing Israel, including the most in-depth look at Iranian cyber policies and attacks; Israel's defensive and offensive capabilities and the primary attacks it has conducted; capacity building; international cooperation; and the impact of Israel's strategic culture on its cyber prowess. By placing Israel's actions in the realm of international relations theory, the book sheds light on many of the major questions in the field regarding cyber policies. 
     
     
     
    The most authoritative work to date on Israeli cyber strategy, this book provides a comprehensive look at the major actions Israel has taken in cyberspace. It also places them in the broader context of global cyber developments to help listeners understand state behavior in cyberspace.
    Mostra libro
  • Living Well with Autoimmune Diseases - A Rheumatologist's Guide to Taking Charge of Your Health - cover

    Living Well with Autoimmune...

    Julius Birnbaum

    • 0
    • 0
    • 0
    Twenty million adults in the United States live with an autoimmune disease. In this guide, Dr. Julius Birnbaum offers essential advice for navigating the complex world of various autoimmune diseases. This resource will help patients, caregivers, and health care professionals understand the diagnosis, management, and treatment of conditions like lupus, rheumatoid arthritis, Sjogren's syndrome, and more. 
     
     
     
    Dr. Birnbaum, an expert in both neurology and rheumatology, covers a wide range of topics, from the basics of autoimmunity to the nuances of various rheumatic diseases and their interconnected nature. Dr. Birnbaum provides a primer on autoimmunity, explaining how the immune system can mistakenly attack the body's own tissues; discusses the roles and limitations of blood tests and biopsies; covers the complexities of various treatment options; emphasizes the importance of personalized treatment plans; debunks common myths about rheumatic diseases and provides practical pearls of wisdom that can help improve quality of life; and provides captivating patient narratives from his clinical practice that clarify how to diagnose and treat autoimmune diseases. 
     
     
     
    This essential overview of autoimmune diseases, supplemented with helpful tools for readers and their loved ones, offers hope and empowerment for managing these complex conditions.
    Mostra libro
  • Inside Animal Hearts and Minds - Bears That Count Goats That Surf & Other True Stories of Animal Intelligence - cover

    Inside Animal Hearts and Minds -...

    Belinda Recio

    • 0
    • 0
    • 0
    As Charles Darwin suggested more than a century ago, the differences between animals and humans are of degree and not of kind. Not long ago, ethologists denied that animals had emotions or true intelligence. Now, we know that rats laugh when tickled, magpies mourn as they cover the departed with greenery, female whales travel thousands of miles for annual reunions with their gal pals, seals navigate by the stars, bears hum when happy, and crows slide down snowy rooftops for fun. 
     
    In engaging text, photographs, and infographics, Inside Animal Hearts and Minds showcases fascinating and heart-warming examples of animal emotion and cognition that will foster wonder and empathy. Learn about an orangutan who does “macramé”, monkeys that understand the concept of money, and rats that choose friendship over food. Even language, math, and logic are no longer exclusive to humans. Prairie dogs have their own complex vocabularies to describe human intruders, parrots name their chicks, sea lions appear capable of deductive thinking akin to a 10-year-old child’s, and bears, lemurs, parrots, and other animals demonstrate numerical cognition. 
     
    In a world where a growing body of scientific research is closing the gap between the human and nonhuman, Inside Animal Hearts and Minds invites us to change the way we view animals, the world, and our place in it.
    Mostra libro
  • How To Get Into AI - A Beginner's Guide to Entering the World of Artificial Intelligence - cover

    How To Get Into AI - A...

    Virversity Online Courses

    • 0
    • 0
    • 0
    Embark on an AI journey with our beginner-friendly online course designed to provide a foundational understanding of Artificial Intelligence. This course opens doors to numerous career opportunities by equipping you with essential AI knowledge.
     
    Master AI Fundamentals- Grasp key AI concepts and terminologies.- Explore AI's historical background and evolution.- Discover AI's potential and applications in various industries.- Learn to identify and assess AI trends and developments.
     
    Introduction to AI BasicsArtificial Intelligence is revolutionizing industries and shaping the tech future. Starting with core concepts and definitions, you'll appreciate AI's rapid evolution through its historical milestones.Through engaging lectures and practical examples, learn about AI's diverse applications, from robotics and natural language processing to image recognition. Gain insights into AI implementations across sectors like healthcare, finance, and automotive.By course end, you'll critically assess AI trends and engage in discussions on its future. Be prepared for advanced AI studies or to enter AI-related fields with a solid foundational understanding.Complete the course with newfound confidence in engaging with AI technologies and a clearer vision of leveraging AI for personal and professional growth.
    Mostra libro
  • Testing in Software Development for Beginners - Building a Strong Foundation in Software Testing Principles and Practices - cover

    Testing in Software Development...

    Ben Rizer

    • 0
    • 0
    • 0
    In today's fast-paced world of software development, ensuring the reliability and quality of applications is crucial. Testing in Software Development for Beginners: Building a Strong Foundation in Software Testing Principles and Practices serves as a comprehensive guide for those starting their journey into the vital field of software testing. 
    This book breaks down complex testing concepts into easily digestible sections, making it an ideal starting point for beginners. From understanding the fundamentals of different types of testing—like unit, integration, system, and user acceptance testing—to exploring essential testing techniques and tools, this guide provides a solid foundation for developing high-quality software. The book also introduces industry best practices, including Test-Driven Development (TDD), Continuous Testing in CI/CD pipelines, and how to incorporate testing into agile and iterative methodologies. 
    This book will help you grasp the principles and equip you with practical skills for testing modern software applications. Featuring real-world examples, practical exercises, and step-by-step tutorials, Testing in Software Development for Beginners is your go-to resource for building confidence and competence in software testing from the ground up. 
    Prepare to embark on a rewarding journey to mastering the essential skills needed to contribute to the success of software projects, ensuring quality and consistency in every release! 
     
    Mostra libro
  • Shining a Light on America's Forgotten Heroines: The Radium Girls - "Dive into the powerful tales of the Radium Girls with immersive audio experiences that bring history alive!" - cover

    Shining a Light on America's...

    Aldrich Merriweather

    • 0
    • 0
    • 0
    Shining a Light on America's Forgotten Heroines: The Radium Girls 
    ⭐⭐ Simplified Guide & Explanations Included ⭐⭐ 
    Are you eager to advance in your career and enhance your understanding by exploring the powerful stories of forgotten heroines? 
    Searching for a detailed guide that unravels the significant narratives of courage, resilience, and truth? 
    Your quest ends here! 
    This audiobook stands as your ultimate companion for delving into the overlooked histories of the Radium Girls. With insightful explanations and engaging content, you're set for an enlightening experience. 
    Updated for the Latest Insights on America's Forgotten Heroines. 
    Key features of this enriched guide: 
    - In-depth exploration of the stories behind the Radium Girls 
    - Detailed accounts of the struggle for justice and recognition 
    - Effective strategies for understanding and reflection 
    This guide is distinguished by its thorough coverage, essential for grasping the impactful stories. Rather than merely glossing over concepts, it dives into the details with precision. 
    Crafted with clarity and straightforward language, our guide ensures seamless transitions between topics. Say farewell to complicated jargon and welcome clear, concise, and accurate narratives. 
    So, why delay? Click the BUY NOW button, secure your guide, and embark on your journey to discover the inspiring tales of America's Forgotten Heroines! 
    Unlock the stories of resilience and triumph with 'Shining a Light on America's Forgotten Heroines: The Radium Girls'!
    Mostra libro