Publisher: University of Buckingham Press
Scratch teaching and learning made easy thanks to up-to-date, classroom-tested methodologies. Draws on the expertise of Code-IT and HIAS.
Practical approaches to leveraging graph data science to solve real-world challenges. Book Description Graph Data Science with Python and Neo4j is your ultimate guide to unleashing the potential of graph data science by blending Python's robust capabilities with Neo4j's innovative graph database technology. From fundamental concepts to advanced analytics and machine learning techniques, you'll learn how to leverage interconnected data to drive actionable insights. Beyond theory, this book focuses on practical application, providing you with the hands-on skills to tackle real-world challenges. You'll explore cutting-edge integrations with Large Language Models (LLMs) like ChatGPT to build advanced recommendation systems. With intuitive frameworks and interconnected data strategies, you'll elevate your analytical prowess. This book offers a straightforward approach to mastering graph data science. With detailed explanations, real-world examples, and a dedicated GitHub repository filled with code examples, this book is an indispensable resource for anyone seeking to enhance their data practices with graph technology. Join us on this transformative journey across various industries, and unlock new, actionable insights from your data. ? Table of Contents 1. Introduction to Graph Data Science 2. Getting Started with Python and Neo4j 3. Import Data into the Neo4j Graph Database 4. Cypher Query Language 5. Visualizing Graph Networks 6. Enriching Neo4j Data with ChatGPT 7. Neo4j Vector Index and Retrieval-Augmented Generation (RAG) 8. Graph Algorithms in Neo4j 9. Recommendation Engines Using Embeddings 10. Fraud Detection CLOSING SUMMARY The Future of Graph Data Science IndexShow book
The inspiring story of one trailblazing California farmer that has proven—with over fifty years of hard-won experience—that large-scale farming of high-value crops can be done in a way that’s positive for the planet and the community—while still making a profit. From a first-generation farmer with no agricultural background to a steward of over 1,700 acres growing 20 different crops across 27 fields in the Sacramento Valley of California, award-winning conservationist Scott Park shares his spectacular story in Growing Rogue. When Scott broke ground on his farm in 1974, the use of harsh agricultural chemicals was rampant. After years of witnessing large-scale farms degrade and pollute their land, Scott decided on a different path: Through trial and error, tragedy and triumph, he would develop a holistic farm system—one that benefited the environment while still turning a profit. After more than fifty years of honing his craft, Scott shares his methods for growing organic, high-value crops in this accessible, inspiring, and wryly humorous book. Far from shying away from the current farming crisis, Growing Rogue confronts it head on, arguing for a better world and offering a practical roadmap for how to get there. Growing Rogue reminds us that farmers are environmental stewards with ethical and ecological responsibilities—and when the land is thriving, so, too, is the farm.Show book
The Night the Bombers Changed History: Ambition, Innovation, and WWII Are you eager to delve into a transformative event that redefined history? Looking for a comprehensive guide that encompasses all critical elements about a pivotal moment in World War II? Your search ends here! This audiobook serves as your ultimate companion for deepening your understanding, enhancing your analytical skills, and exploring significant historical events. With this, you're set for a profound experience. Updated for the latest historical insights and research. Key features of this enriched guide: - Profound insights about the pivotal moments of World War II. - Detailed explanations of the events surrounding the night the bombers changed history. - Effective strategies for understanding historical impacts and innovations. Our guide distinguishes itself through comprehensive coverage, essential for grasping the complexities of the subject. Concepts aren't merely touched upon; they are explored in depth and with accuracy. Designed with a clear structure and easy-to-understand language, "The Night the Bombers Changed History: Ambition, Innovation, and WWII" ensures a smooth transition between topics. Say goodbye to convoluted historical jargon and welcome clear, precise, and factually accurate content. So, why wait? Click the BUY NOW button, secure your guide, and begin your journey to understanding the historical significance of "The Night the Bombers Changed History: Ambition, Innovation, and WWII"!Show book
"Software Development Metrics: Advanced Analytics. Enhancing Software Development through Metrics" delves into the intricacies of leveraging metrics to enhance every aspect of the software development lifecycle. Building upon foundational concepts, this comprehensive guide explores advanced analytics techniques that empower development teams to achieve new heights of efficiency, productivity, and quality. From sophisticated measurement frameworks to cutting-edge data visualization methods, this book equips readers with the tools they need to extract actionable insights from their software development processes. Through real-world case studies and practical examples, it demonstrates how advanced metrics can drive informed decision-making, optimize resource allocation, and mitigate risks. Readers will learn how to:Implement advanced measurement strategies tailored to their organization's unique needsUtilize predictive analytics to anticipate and prevent potential issues before they ariseHarness the power of machine learning algorithms to identify patterns and trends within development dataIntegrate metrics-driven approaches seamlessly into agile and DevOps methodologiesCultivate a culture of continuous improvement through data-driven feedback loops "Software Development Metrics: Advanced Analytics. Enhancing Software Development through Metrics" provides invaluable guidance for maximizing the impact of your development efforts. Embrace the power of data-driven decision-making and propel your team towards greater success in today's competitive landscape.Show book
What is engineering for: private profit or the public good? In this incisive essay from *Civilization in the United States*, mechanical engineer O. S. Beyer, Jr. examines the transformation of American engineering and the economic forces reshaping the profession. Beyer traces the field from its early pioneers—independent builders and inventors who designed roads, machinery, cities, and public infrastructure—to the rise of modern industrial corporations. As technology became increasingly essential to manufacturing and transportation, engineers gained greater technical responsibility but often lost control over how their work was used. Instead of serving society directly, many became salaried employees required to prioritize corporate profit, production speed, and financial efficiency. Beyer warns that engineering systems designed without concern for human consequences can reduce workers to little more than parts in an industrial machine. He also challenges engineers to reconsider their position between corporate leadership and organized labor. Because their decisions directly affect wages, safety, working conditions, and quality of life, engineers cannot remain socially neutral. For Beyer, technical knowledge alone is not enough. Engineers must understand economics, politics, labor, and human behavior if technology is to improve society rather than simply enrich private owners. Originally published in 1922, *Engineering* is a thought-provoking examination of professional ethics, corporate power, industrial labor, and the responsibility of those who design the systems on which modern life depends. Narrated by John Riddle.Show book
Mind Magic: Neuroscience Secrets to Transform Your Life ⭐⭐ Simplified Audio Guide ⭐⭐ Are you aiming to advance in your personal and professional life using the latest insights from neuroscience? Searching for a comprehensive resource that provides all the necessary knowledge to harness the power of your mind? Your search ends here! This audiobook serves as your definitive companion for deepening your understanding, applying practical skills, and engaging in transformative exercises. With this, you're geared for a life-changing experience. Updated for the latest neuroscience research and insights. Key features of this enriched guide: - Profound insights into neuroscience principles - Detailed explanations of how to use neuroscience to transform your life - Effective strategies for personal growth and development Our guide distinguishes itself through comprehensive coverage, which is essential for your success. Concepts aren't merely skimmed; they are delved into with precision. Please note that this guide is not affiliated with any official neuroscience entity and is purely an independent resource for your benefit. Designed with a clear structure and easy-to-understand language, our guide ensures smooth transitions between topics. Say goodbye to dense jargon and welcome clear, precise, and technically accurate content. So, why wait? Click the BUY NOW button, secure your guide, and begin your journey to transforming your life with neuroscience insights today!Show book
