¡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
Building Data Apps with Streamlit - Create Dynamic Dashboards Machine Learning Workflows and AI Chatbots with Streamlit and Python - cover

Building Data Apps with Streamlit - Create Dynamic Dashboards Machine Learning Workflows and AI Chatbots with Streamlit and Python

Siddhant Sadangi

Editorial: Orange Education Pvt Ltd

  • 0
  • 0
  • 0

Sinopsis

Turn Python Scripts into Interactive AI-Powered Apps with StreamlitBook DescriptionStreamlit has transformed how developers present data science and machine-learning work by making it effortless to turn Python scripts into interactive web applications. Building Data Apps with Streamlit provides a complete, hands-on roadmap to creating professional, production-ready apps using Streamlit’s fast, intuitive, and Pythonic framework.You begin with Streamlit’s architecture, layout system, and component ecosystem, learning how to build clean, scalable apps with widgets, callbacks, caching, and session state. The book then guides you through handling secrets, managing configurations, working with APIs and databases, and building multipage workflows that feel polished and responsive.By the end, you will build a full Streamlit solution that analyzes datasets, trains machine-learning models, and powers an AI chatbot using Google Gemini. With dedicated chapters on testing, optimization, and cloud deployment, this book equips you with the confidence and skills to create, iterate, and share high-quality Streamlit applications that bring your data and ideas to life.What you will learn● Build interactive data apps using Streamlit’s core components● Manage session state, caching, themes, and configurations effectively● Connect apps to APIs, databases, and cloud services● Integrate machine-learning workflows into Streamlit interfaces● Create and deploy an AI chatbot using Google Gemini● Test, deploy, and maintain Streamlit apps on the cloudTable of Contents1. Introduction to Streamlit2. Setting Up the Development Environment3. Creating and Deploying Your First Streamlit App4. Exploring Streamlit’s Flow and Architecture5. Persisting Data and State Across App Reruns6. Exploring Streamlit’s Page Elements7. Widget Keys and Callbacks8. Introduction to Streamlit Caching and Connections9. Managing Secrets in Streamlit10. Advanced App Management Concepts11. App Configuration Options12. Building Multipage Streamlit Apps13. Testing Streamlit Apps14. Building a Data Analysis Streamlit App15. Building a Machine Learning Streamlit App16. Building a Chatbot on Streamlit       Index 
Disponible desde: 13/01/2026.
Longitud de impresión: 334 páginas.

Otros libros que te pueden interesar

  • The Cancer Roadmap - cover

    The Cancer Roadmap

    Dr Liz O’Riordan

    • 0
    • 0
    • 0
    What is cancer? What causes it, and why do some people get it, while others don’t?  
    And with so much conflicting information now available – who can we really trust for sensible medical advice anyway?  
    ‘We wholeheartedly recommend The Cancer Roadmap’ The Bone Cancer Research Trust 
    ‘This book is essential, both a courageous no-nonsense companion and a comforting balm.’ Donna Ashworth 
    We all want certainty and hope for ourselves or those we love after a cancer diagnosis, but what we really need is honesty and truth. 
    In The Cancer Roadmap, breast cancer surgeon and three-time cancer patient Dr Liz O’Riordan confronts the big cancer truths (and myths), offering clear, evidence-based answers. She breaks down the latest research to give the facts you need to make informed treatment decisions that are right for you or your loved one. 
    She gives definitive answers to common questions such as:Is it your fault you got cancer?Do you need to stop drinking alcohol?Can you cure cancer by changing your diet?Does alternative medicine work better than chemo? 
    Dr Liz also suggests meaningful, practical steps to reduce the risk of future recurrence, even when the odds feel stacked against you. 
    Let her guide you through your cancer journey with confidence and clarity, and give you the best chance of your cure. 
    For fans of Kelly A. Turner (Radical Hope), James R. Doty (Mind Magic), Jane Mclelland (How to Starve Cancer ...without starving yourself), Deborah James (How to Live When You Could Be Dead), and Helen Bullen (Agnes, Bea, Cancer and Me).
    Ver libro
  • Social Media Strategies - Unlocking Success in Social Media Marketing - cover

    Social Media Strategies -...

    Celeste Rooney

    • 0
    • 0
    • 0
    Social Media Strategies: Unlocking Success in Social Media Marketing 
    Take your social media marketing skills to the next level with Social Media Strategies, the ultimate guide to crafting a winning online presence. This audiobook is packed with actionable tips, proven techniques, and advanced insights to help you master the art of engaging audiences, building brand loyalty, and driving measurable results. 
    Whether you’re a business owner, a marketer, or an influencer, this audiobook provides the tools you need to thrive in the ever-changing social media landscape. From understanding platform algorithms to creating content that resonates, you’ll learn the secrets of successful social media marketing and how to use them to grow your brand. 
    What You'll Learn: 
    Platform-Specific Strategies: Maximize your impact on Facebook, Instagram, LinkedIn, TikTok, and more. 
    Content Creation Essentials: Craft posts, videos, and campaigns that captivate and convert. 
    Engagement Tactics: Build genuine connections with your audience to foster trust and loyalty. 
    Analytics and Optimization: Leverage data to refine your strategy and ensure consistent growth. 
    Ad Campaign Mastery: Design and execute cost-effective social media ad campaigns for maximum ROI. 
    Packed with real-world examples and practical advice, Social Media Strategies is your go-to resource for achieving online marketing success. Whether you're just starting or looking to enhance your current efforts, this audiobook will equip you with the knowledge and confidence to excel in the digital marketing world. 
    Start unlocking the power of social media and transform your marketing game today!
    Ver libro
  • Strange Mysteries Of The Universe - Exploring Cosmic Secrets From Black Holes To The Edge Of Reality - cover

    Strange Mysteries Of The...

    Deep Space Narratives

    • 0
    • 0
    • 0
    The universe is vast, silent, and filled with mysteries that continue to challenge everything we think we know.
     
    Strange Mysteries Of The Universe takes you on a fascinating journey through the most intriguing and unexplained phenomena of the cosmos—from the invisible matter holding galaxies together to the powerful gravity of black holes that bend space and time itself.
     
    This audiobook explores deep cosmic questions: What lies beyond the observable universe? Are parallel universes real? How do neutron stars survive in extreme conditions? And what does the future of the universe look like?
     
    Each chapter uncovers a different layer of the unknown, blending science with curiosity, making complex ideas easy to understand and deeply engaging. Whether you are interested in space, physics, or the mysteries of existence, this audiobook expands your perspective and invites you to think beyond the limits of Earth.
     
    Perfect for curious minds, science enthusiasts, and anyone who wonders what lies beyond the stars.
    Ver libro
  • Agile Project Management with Kanban - Efficient Project Management with Kanban The Key to Agile Success - cover

    Agile Project Management with...

    Tom Lesley

    • 0
    • 0
    • 0
    This book is an essential resource for project managers who want to learn how to implement Kanban in their projects. It starts by introducing the basics of Kanban, including its history, principles, and different types. The book then explains how Kanban can be used in conjunction with Agile methodologies, such as Scrum and Lean. 
    The book covers the process of implementing Kanban, including setting up a Kanban board, defining tasks, determining work-in-progress limits, estimating and prioritizing tasks, visualizing work, and tracking progress. It also provides guidance on common challenges that arise when implementing Kanban, such as handling team resistance and managing unexpected changes. 
    This book also covers advanced techniques, such as implementing continuous improvement, introducing Lean principles to Kanban, and using Kanban in distributed teams. It also includes real-world case studies that demonstrate how companies have successfully used Kanban to manage projects. 
     Finally, the book concludes by discussing the future of Kanban and providing guidance on staying up-to-date with the methodology. 
    With practical guidance, real-world examples, and clear explanations, "Efficient Project Management with Kanban: The Key to Agile Success" is an essential resource for project managers seeking to optimize their team's productivity and performance with Kanban methodology.
    Ver libro
  • Unlocking Passive Income with ChatGPT - Ethical AI-Driven Strategies for Wealth Generation - cover

    Unlocking Passive Income with...

    Janek Kruczkowski

    • 0
    • 0
    • 0
    Unlock the true potential of AI! 
    Imagine waking up every morning, knowing that your bank account kept growing during your sleep, thanks to the remarkable capabilities of AI. Picture having the freedom to pursue your dreams and passions, unburdened by the shackles of a conventional job. Can you feel the excitement building? 
    If you’re like most people, you’ve probably fantasized about a life of financial independence, but you may have dismissed it as nothing more than a pipe dream. You’re not alone. Countless individuals are trapped in the monotonous cycle of trading their time for money, yearning for a change that can elevate them to a higher level of existence. And that’s where this book comes in. 
    In “Unlocking Passive Income with ChatGPT: Ethical AI-Driven Strategies for Wealth Generation” you will discover the potential of AI and how it can become your most powerful ally in the pursuit of wealth and personal fulfillment. Drawing on cutting-edge research and real-life success stories, this book will guide you through the labyrinth of AI-driven passive income, providing you with the knowledge and tools you need to unlock a future of abundance.
    Ver libro
  • Ultimate UI UX Design for Professionals - Create Impactful User-Centric Designs with Research and Collaboration Techniques for Seamless Responsive Web Interfaces - cover

    Ultimate UI UX Design for...

    Sharanpreet Kaur

    • 0
    • 1
    • 0
    Design Like a Pro: Essential UI/UX Patterns and Secrets Unveiled
    Book Description
    With 70% of business success now tied to effective user experience, mastering UI/UX design is no longer optional—it's essential. [Ultimate UI/UX Design for Professionals] equips designers with the skills to create intuitive, impactful interfaces that drive user engagement and business growth.
    This comprehensive book empowers designers to elevate their skills and thrive in the fast-paced world of UI/UX. Covering every stage of the design process, from initial research to final handoff, it provides readers with practical tools and techniques to create user-centered, intuitive designs.
    Beginning with UX research and user mapping, the book introduces proven methods for understanding user needs and behaviors. It then progresses to wireframes, prototypes, and mockups, providing actionable tips for visualizing and refining design concepts. Dedicated sections on responsive design ensure your creations are seamlessly adaptable across all devices, meeting modern user expectations.
    The concluding chapters focus on the design handoff process and preparing for interviews, essential for effective collaboration with developers and advancing your career. Whether you're an aspiring designer or a seasoned professional, this book delivers valuable insights and actionable advice to thrive in any UI/UX role.
    Table of Contents
    1. The Design Thinking Process
    2. Fundamentals of UX Design
    3. Research and Analysis for UX Design
    4. The Art of UX Mapping
    5. Mastering Information Architecture and Sitemaps
    6. The Power of Wireframes and Prototypes
    7. Visual Design and UI Patterns
    8. The Power of Mockups
    9. Responsive Web Design
    10. Mastering in Design Handoff
    11. Interview Preparation for UI/UX Designer      
    
    Index
    Ver libro