In Winter I Get Up at Night: A Novel by Jane Urquhart

• In Winter I Get Up at Night: A Novel
• Jane Urquhart
• Page: 312
• Format: pdf, ePub, mobi, fb2
• ISBN: 9780771098314
• Publisher: McClelland & Stewart

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In Winter I Get Up at Night by Jane Urquhart INSTANT NATIONAL BESTELLER • Longlisted for the 2024 Giller Prize • One of Indigo's Most Anticipated Books • One of the CBC's Canadian Fiction Books to Read  In Winter I Get Up at Night by Jane Urquhart Moving as effortlessly through time as the drift of memory itself, In Winter I Get Up at Night brings Emer and her singular story to life. In Winter I Get Up at Night by Jane Urquhart In Winter I Get Up at Night by Jane Urquhart. A novel following one woman's journey through trauma, love, and hope. In Winter I Get Up at Night by Jane Urquhart A profound and moving novel of an unforgettable life. In the early morning dark, Emer McConnell rises for a day of teaching music in the schools of rural  In Winter I Get Up at Night A profound and moving novel of an unforgettable life. In the early morning dark, Emer McConnell rises for a day of teaching music in the schools of rural  In Winter I Get Up at Night: A Novel A profound and moving novel of an unforgettable life. In the early morning dark, Emer McConnell rises for a day of teaching music in the schools of rural  In Winter I Get Up At Night by Jane Urquhart A profound and moving novel of an unforgettable life. In the early morning dark, Emer McConnell rises for a day of teaching music in the schools of rural  In Winter I Get Up at Night: A Novel · Books A profound and moving novel of an unforgettable life. In the early morning dark, Emer McConnell rises for a day of teaching music in the schools of rural  In Winter I Get Up at Night Moving as effortlessly through time as the drift of memory itself, In Winter I Get Up at Night brings Emer and her singular story to life. At the age of 11  In Winter I Get Up at Night In Winter I Get Up at Night is a major work of imagination and self-exploration from one of the greatest writers of our time. AWARDS. • 2024 Scotiabank Giller 

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Dynamic Character Design: Draw faces and figures with pencil, markers, digital tools, and more by Fernanda Soares de Carvalho

• Dynamic Character Design: Draw faces and figures with pencil, markers, digital tools, and more
• Fernanda Soares de Carvalho
• Page: 128
• Format: pdf, ePub, mobi, fb2
• ISBN: 9780760387054
• Publisher: Walter Foster Publishing

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Lights Out: An Into Darkness Novel by Navessa Allen

• Lights Out: An Into Darkness Novel
• Navessa Allen
• Page: 416
• Format: pdf, ePub, mobi, fb2
• ISBN: 9781638932239
• Publisher: Zando

Lights Out: An Into Darkness Novel

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Overview

Instant USA TODAY Bestseller The viral TikTok stalker dark romance, burning with high heat, hilarious banter, and a love story like you’ve never seen before. Can you handle the ride? I want someone with a soul as black as night. Someone who would burn the world down for me and not lose a single minute of sleep over it. Trauma nurse Aly Cappellucci doesn’t need any more kinks. She likes the one she’s landed on just fine. To her, nothing could top the masked men she follows online. Unless one of those men was shirtless, heavily tattooed, and waiting for her in her bedroom. She dreams about being hunted by one in particular, of him chasing her down and doing deliciously dark things to her willing body. She never could have guessed that by sending one drunken text, those dreams would become her new reality. I want things most people don’t, craving darkness and depravity instead of light and love. Josh Hammond has spent his life avoiding the limelight, but his online persona is another story. At night, he posts masked thirst traps for his millions of fans to drool over, but one follower has caught his eye: Aly. After reading a comment begging him to break into her house wearing a mask, he decides to take her up on her offer. Together, Aly and Josh live out their darkest fantasies, unaware that Aly has captured the attention of someone else. Someone with far more sinister intentions than a little light stalking. As Josh turns from predator to protector and the stakes heighten, he must ask himself how far he’s willing to go for the woman he’s obsessed with. Lights Out is a fast-paced dark romance with a morally gray male lead. Some themes and scenes may be disturbing to readers. Please check the TWs at the beginning of the book. Tropes Stalker romance Morally grey MMC Masked stalker He falls first Black cat x golden retriever Kink friendly

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Data Without Labels: Practical unsupervised machine learning by Vaibhav Verdhan

• Data Without Labels: Practical unsupervised machine learning
• Vaibhav Verdhan
• Page: 352
• Format: pdf, ePub, mobi, fb2
• ISBN: 9781638356844
• Publisher: Manning

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Discover all-practical implementations of the key algorithms and models for handling unlabeled data. Full of case studies demonstrating how to apply each technique to real-world problems. In Data Without Labels you’ll learn: • Fundamental building blocks and concepts of machine learning and unsupervised learning • Data cleaning for structured and unstructured data like text and images • Clustering algorithms like K-means, hierarchical clustering, DBSCAN, Gaussian Mixture Models, and Spectral clustering • Dimensionality reduction methods like Principal Component Analysis (PCA), SVD, Multidimensional scaling, and t-SNE • Association rule algorithms like aPriori, ECLAT, SPADE • Unsupervised time series clustering, Gaussian Mixture models, and statistical methods • Building neural networks such as GANs and autoencoders • Dimensionality reduction methods like Principal Component Analysis and multidimensional scaling • Association rule algorithms like aPriori, ECLAT, and SPADE • Working with Python tools and libraries like sci-kit learn, numpy, Pandas, matplotlib, Seaborn, Keras, TensorFlow, and Flask • How to interpret the results of unsupervised learning • Choosing the right algorithm for your problem • Deploying unsupervised learning to production • Maintenance and refresh of an ML solution Data Without Labels introduces mathematical techniques, key algorithms, and Python implementations that will help you build machine learning models for unannotated data. You’ll discover hands-off and unsupervised machine learning approaches that can still untangle raw, real-world datasets and support sound strategic decisions for your business. Don’t get bogged down in theory—the book bridges the gap between complex math and practical Python implementations, covering end-to-end model development all the way through to production deployment. You’ll discover the business use cases for machine learning and unsupervised learning, and access insightful research papers to complete your knowledge. Foreword by Ravi Gopalakrishnan. About the technology Generative AI, predictive algorithms, fraud detection, and many other analysis tasks rely on cheap and plentiful unlabeled data. Machine learning on data without labels—or unsupervised learning—turns raw text, images, and numbers into insights about your customers, accurate computer vision, and high-quality datasets for training AI models. This book will show you how. About the book Data Without Labels is a comprehensive guide to unsupervised learning, offering a deep dive into its mathematical foundations, algorithms, and practical applications. It presents practical examples from retail, aviation, and banking using fully annotated Python code. You’ll explore core techniques like clustering and dimensionality reduction along with advanced topics like autoencoders and GANs. As you go, you’ll learn where to apply unsupervised learning in business applications and discover how to develop your own machine learning models end-to-end. What's inside • Master unsupervised learning algorithms • Real-world business applications • Curate AI training datasets • Explore autoencoders and GANs applications About the reader Intended for data science professionals. Assumes knowledge of Python and basic machine learning. About the author Vaibhav Verdhan is a seasoned data science professional with extensive experience working on data science projects in a large pharmaceutical company. Table of Contents Part 1 1 Introduction to machine learning 2 Clustering techniques 3 Dimensionality reduction Part 2 4 Association rules 5 Clustering 6 Dimensionality reduction 7 Unsupervised learning for text data Part 3 8 Deep learning: The foundational concepts 9 Autoencoders 10 Generative adversarial networks, generative AI, and ChatGPT 11 End-to-end model deployment Appendix A Mathematical foundations

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