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

Aleksei Aleinikov

Maison d'édition: Orange Education Pvt Ltd

Synopsis

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

Disponible depuis: 17/02/2026.

Longueur d'impression: 402 pages.

Science et Technologie

D'autres livres qui pourraient vous intéresser

Mastering Event-Driven...

Lefteris Karageorgiou

Unleash the Power of AWS Serverless Services for Scalable, Resilient, and Reactive Architectures
Book Description
In the book Mastering Event-Driven Microservices in AWS, author Lefteris Karageorgiou takes you on a comprehensive journey through the world of event-driven architectures and microservices. This practical guide equips you with the knowledge and skills to design, build, and operate resilient, scalable, and fault-tolerant systems using AWS serverless services.
Through concrete examples and code samples, you'll learn how to construct real-world event-driven microservices architectures, such as point-to-point messaging, pub/sub messaging, event streaming, and advanced architectures like event sourcing, CQRS, circuit breakers, and sagas. Leveraging AWS services like AWS Lambda, Amazon API Gateway, Amazon EventBridge, Amazon SQS, Amazon SNS, Amazon SQS, AWS Step Functions, and Amazon Kinesis, you'll gain hands-on experience in building robust event-driven applications.
The book goes beyond just theory and delves into production-ready practices for testing, monitoring, troubleshooting, and optimizing your event-driven microservices. By the end of this comprehensive book, you'll have the confidence and expertise to design, build, and run mission-critical event-driven microservices in AWS, empowering you to tackle complex distributed systems challenges with ease.
Table of Contents

1. Introduction to Event-Driven Microservices
2. Designing Event-Driven Microservices in AWS
3. Messaging with Amazon SQS and Amazon SNS
4. Choreography with Amazon EventBridge
5. Orchestration with AWS Step Functions
6. Event Streaming with Amazon Kinesis
7. Testing Event-Driven Systems
8. Monitoring and Troubleshooting
9. Optimizations and Best Practices for Production
10. Real-World Use Cases on AWS
Index

Voir livre

Bedside - Nurses Miracles and...

Phyllis Heintz

This audiobook is narrated by an AI Voice.
What if you imagined a career filled with pivotal moments and surprising twists?
Could you imagine a myriad of paths in nursing?
Bedside is an inspiring journey through the world of nursing blending the whimsical encouragement of Oh, the Places You'll Go! with the serendipitous medical history adventures of Forrest Gump.
Bedside captures the essence of nursing, emphasizing the urgent need for renewed passion and purpose in the field. Through firsthand insights, the book explores the unique role nurses play in witnessing and supporting medical miracles while forming profound connections with colleagues and patients. These personal anecdotes, paired with innovative practices, bring the medical miracles to life.
Bedside also integrates the broader story of American medical innovation, offering readers from all walks of life a deeper understanding of nursing as a critical driver of societal progress. Bedside serves as a powerful reminder of the vital role nurses play in shaping transformative moments in healthcare, showcasing their resilience, compassion, and essential contributions to medical breakthroughs.
Readers are invited to walk along with Phyllis as she relives the career of a lifetime. Her firsthand insights into nurses' unique position in witnessing and supporting medical miracles—and the profound connections formed along the way—will resonate with newcomers and experienced nurses. Anecdotes about innovations she witnessed firsthand show these “miracles” in action. By weaving in the broader American medical innovation story, she is honoring the profession and inviting readers from all walks of life to see nursing as a critical part of societal progress. These are powerful illustrations of nurses’ vital role in these pivotal moments.
Bedside is an inspiring journey through the world of nursing, combining the whimsical encouragement of Oh, the Places You'll Go! with the serendipitous unfolding of medical history as in Forrest Gump.

Voir livre

Thor's Hammer

Brian Phillipson

When the British Government turn down a revolutionary weapons system in favour of the new Euro fighter they don't realise the wrath their decision will cause. The only radar system capable of detecting the new Thor's Hammer is the experimental Spyglass system being transported on a cruise liner commanded by ex-Navy Captain Eric Swanson. Martin Westfarland, designer of Thor's Hammer, decides to teach the British Government a lesson by sinking the liner and destroying Spyglass before passing Thor's Hammer onto the Iraqis who plan to use it to deliver a deadly bio-weapon to the west. Through a series of action-filled events, Swanson and Squadron Leader Gerry Denton are brought together to thwart the terrorist attack, while the SAS are assigned to locate and destroy the chemical lab in the Syrian Desert, which created the virus. Unfortunately the virus has already been loaded onto Thor's Hammer. Thus it falls to Denton to fly the Typhoon Euro fighter against the faster and stealthier Thor's Hammer before it can deliver its deadly payload.

Voir livre

Mastering Blockchain - Unlocking...

Daniel Cawrey, Lorne Lantz

The future will be increasingly distributed. As the publicity surrounding Bitcoin and blockchain has shown, distributed technology and business models are gaining popularity. Yet the disruptive potential of this technology is often obscured by hype and misconception. This detailed guide distills the complex, fast moving ideas behind blockchain into an easily digestible reference manual, showing what's really going on under the hood. 
 
 
 
Finance and technology pros will learn how a blockchain works as they explore the evolution and current state of the technology, including the functions of cryptocurrencies and smart contracts. This book is for anyone evaluating whether to invest time in the cryptocurrency and blockchain industry. Go beyond buzzwords and see what the technology really has to offer. 
 
 
 
In this book, you'll learn why Bitcoin was fundamentally important in blockchain's birth; how Ethereum has created a fertile ground for new innovations like Decentralized Finance, Non-Fungible Tokens, and Flash Loans; how cryptocurrencies are used by criminals to carry out nefarious activities; and how enterprise and governments are leveraging the blockchain. You'll also discover the challenges of scaling and forking a blockchain; find out how different blockchains work; and learn the language of blockchain as industry terms are explained.

Voir livre

Silk and Clay - A Physician's...

Deepak Thekkoott

He was a cardiologist at the top of his game-until his own body turned on him. On an ordinary Monday, a sudden cramp in Dr. Deepak Thekkoott's leg sent him on a harrowing journey from healer to patient. Diagnosed with acute myeloid leukemia, he was thrown into the chaos of hospitals, chemo, and confronting death-all while trying to hold his family, his faith, and his sense of self together. Silk and Clay: A Physician's Journey of Cancer, Survival, and Restored Faith is a richly layered narrative that weaves together medicine, memory, and migration-told with unflinching honesty and spiritual depth. It is about what it means to heal when the cure might kill you, and to carry centuries of culture and love through each brutal day. With sharp detail, searing vulnerability, and flashes of dry wit, Dr. Deepak invites us into a body broken, a spirit searching, and a soul that refuses to be undone.

Voir livre

The Ocean - the book you need to...

Sturla Henriksen

The Ocean by Sturla Henriksen is a compelling exploration of the ocean's profound influence on human history, contemporary society, and the critical role it plays in addressing existential challenges.

Voir livre