Junte-se a nós em uma viagem ao mundo dos livros!
Adicionar este livro à prateleira
Grey
Deixe um novo comentário Default profile 50px
Grey
Assine para ler o livro completo ou leia as primeiras páginas de graça!
All characters reduced
Prompting Python Data Visualization - Design Build and Automate Visual Insights with Python and AI - cover
LER

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

Aleksei Aleinikov

Editora: Orange Education Pvt Ltd

  • 0
  • 0
  • 0

Sinopse

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
Disponível desde: 17/02/2026.
Comprimento de impressão: 402 páginas.

Outros livros que poderiam interessá-lo

  • The Dark Wire Exposed - The True Story Of The Largest Law Enforcement Sting Operation Ever Exposed - cover

    The Dark Wire Exposed - The True...

    Roberts R. Kevin

    • 0
    • 0
    • 0
    For years, some of the world’s most dangerous criminal networks believed they had outsmarted law enforcement.
     
    They relied on a secure communication system to plan drug shipments, launder money, negotiate violence, and coordinate global operations—confident their messages were invisible.
     
    They were wrong.
     
    The Dark Wire Exposed reveals how a covert operation infiltrated global organized crime by controlling the very system criminals trusted. Investigators were able to monitor activity in real time, track networks across continents, and gather intelligence on an unprecedented scale.
     
    Through detailed reporting, the book uncovers the hidden infrastructure behind modern crime—and the strategy that brought it down. Smugglers, financiers, and enforcers communicated openly, unaware their trust had become their greatest weakness. Their messages exposed not only criminal plans, but routines, rivalries, and mistakes.
     
    But access came at a cost.
     
    As the operation expanded, investigators faced difficult choices—when to intervene, when to wait, and how to balance secrecy, ethics, and public safety. The deeper the surveillance, the greater the risk of exposure.
     
    When secrecy collapsed, the consequences were global. Arrests followed across multiple countries, networks unraveled, and trust disappeared overnight. The operation also sparked debate about surveillance, privacy, and the limits of law enforcement in the digital age.
     
    Written with the pace of a thriller and the depth of investigative journalism, this book explores modern crime, intelligence, and control. It is a story of systems, decisions, and consequences that continue to shape how crime is fought—and how communication is trusted.
     
    This is the inside story of a historic sting operation—and its lasting impact.
    Ver livro
  • Masters or Slaves? - AI and the Future of Humanity - cover

    Masters or Slaves? - AI and the...

    Jeremy Peckham

    • 0
    • 0
    • 0
    Artificial Intelligence (AI) pervades much of our lives. We use facial recognition to open our phones, and the state uses it to track us—so what’s the problem? Decisions are made using machine learning on our private and personal data, from shopping habits to medical history—have we lost control? We order our digital world in conversation with chatbots—how convenient, but is it changing our relationships with people? The prospect of a self-driving vehicle lies just around the corner—should we care that it might run over a child to save the passenger’s life?Jeremy Peckham shows us how we have become seduced by progress, embracing AI applications for their convenience, yet unwittingly diminishing our ability to be God’s image-bearers and losing moral responsibility. Rooted in the biblical truth that humanity is created in God’s image, Masters or Slaves? explores six ways in which AI has an impact today. We are challenged where, and how, to set boundaries, both privately and as a society, in order not to fall into addiction, slavery, and idolatry.
    Ver livro
  • 100 Facts About Logical Reasoning - English to Spanish - cover

    100 Facts About Logical...

    Science-Based Language Learning Lab

    • 0
    • 0
    • 0
    Introduction to the 100 Somethings Language Learning Series 
     
    Welcome to a revolutionary approach to language learning! This series helps you master Spanish by intertwining it with compelling topics like Logical Reasoning. Each book centers on a theme (art, science, history) and presents 100 carefully chosen facts in both English and Spanish. 
     
    How It Works: 
     
    - Each fact is first introduced in Spanish, encouraging you to interpret it. 
     
    - The following page provides the fact in English and then repeats it in Spanish, aiding comprehension and memorization. 
     
    - The second half flips this order—English first, then Spanish, and English again—helping you practice translation in both directions for better mastery. 
     
    Benefits: 
     
    - Concise Learning: Focuses on one-sentence facts to ensure every word learned is impactful and directly related to your interests, making them easier to remember. 
     
    - Reinforcement: Alternating languages for each fact naturally strengthens vocabulary and grammar. 
     
    - Engagement: Learning vocabulary through topics you're passionate about keeps the process dynamic and relevant. 
     
    - Dual Knowledge: You enrich your understanding of a specific subject while learning a new language. 
     
    This series is tailored for learners who thrive on clear, targeted information, making it both educational and enjoyable. Whether you’re a beginner or expanding your linguistic skills, this series promises an effective and engaging educational journey. Embrace these 100 facts and let your passions drive your progress in mastering a new language!
    Ver livro
  • The Lie of the Land - cover

    The Lie of the Land

    Guy Shrubsole

    • 0
    • 0
    • 0
    WINNER OF THE WAINWRIGHT PRIZE FOR CONSERVATION 2025 
    A WATERSTONES AND GUARDIAN BEST BOOK OF 2024 
    'Both dynamite and medicine' AMY-JANE BEER 
    'Timely and rousing' THE TIMES 
    ________________________________ 
    The lie of the land: that Britain’s landowners care for the countryside. 
    Our landowning elite are paid billions of taxpayer pounds to be good stewards. But these same landowners have carelessly trampled over our best-loved landscapes, leaving the rivers polluted, fenlands drained, and moorlands burned. 
    Guy Shrubsole has travelled across Britain to expose the lie and meet the communities fighting back to restore our lost landscapes. This is a bold, shared vision for our nation’s wild places, and how we can treat them with the awe and care they deserve. 
    *Guy Shrubsole's The Lost Rainforests of Britain was a Sunday Times bestseller w/c 2023-04-30* 
    *SHORTLISTED FOR THE WESTMINSTER BOOK AWARDS* 
    *SHORTLISTED FOR THE UNWIN AWARD* 
    This Sunday Times bestseller is a must-read for anyone interested in environmental conservation and the protection of habitats. Shrubsole's non-fiction work is a deep dive into the science of ecosystems, the politics of agriculture, and the social implications of rural land management. 
    For fans of Robin Wall Kimmerer (The Democracy of Species), Derek Gow (Birds, Beasts and Bedlam), Christopher Hart (Hedgelands [US Edition]), Yanis Varoufakis (Technofeudalism), and Isabella Tree (Wilding). 
    HarperCollins 2024
    Ver livro
  • It's Mine - How the Crypto Industry Is Redefining Ownership - cover

    It's Mine - How the Crypto...

    Steven Boykey Sidley

    • 0
    • 0
    • 0
    ‘Crypto’, a loose term that means many things to different people, only entered the public consciousness within the last five years or so, now evident by the volume of public discussion, commentary and analysis spread across every conceivable media outlet.
    Ver livro
  • Chaste Mimosa - The Psychology of Plants - cover

    Chaste Mimosa - The Psychology...

    Terence McMullen

    • 0
    • 0
    • 0
    Propositions about artificial intelligence are being debated seriously in the 21st Century, but machines, unlike plants, are not even living organisms.
    So, are plants sentient beings, like humans? Do they feel? Can they communicate?
    Plant sentience is a subject that has intrigued mankind over the ages - from the ancient Greeks, Plato and Aristotle, through to modern day philosophers and psychologists.
    In this extraordinary book, Australia's Dr Terence McMullen presents an engaging, systematic and thorough study of plant psychology.
    The aim of this work is to bring together and organize the contentions of serious students of plant life who argue that there are objective grounds for plant psychology.
    Chaste Mimosa: The Psychology of Plants is a compelling and essential book for all thinkers, students and teachers of psychology, philosophy, physiology, plus all disciplines related to the study of plants.
    Ver livro