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Free Download Machine Learning Infrastructure and Best Practices for Software Engineers: Take your machine learning software from a prototype to a fully fledged software system by Miroslaw Staron English | January 31, 2024 | ISBN: 1837634068 | 346 pages | EPUB | 13 Mb Efficiently transform your initial designs into big systems by learning the foundations of infrastructure, algorithms, and ethical considerations for modern software productsKey FeaturesLearn how to scale-up your machine learning software to a professional levelSecure the quality of your machine learning pipeline at runtimeApply your knowledge to natural languages, programming languages, and imagesBook Description Although creating a machine learning pipeline or developing a working prototype of a software system from that pipeline is easy and straightforward nowadays, the journey toward a professional software system is still extensive. This book will help you get to grips with various best practices and recipes that will help software engineers transform prototype pipelines into complete software products. The book begins by introducing the main concepts of professional software systems that leverage machine learning at their core. As you progress, you'll explore the differences between traditional, non-ML software, and machine learning software. The initial best practices will guide you in determining the type of software you need for your product. Subsequently, you will delve into algorithms, covering their selection, development, and testing before exploring the intricacies of the infrastructure for machine learning systems by defining best practices for identifying the right data source and ensuring its quality. Towards the end, you'll address the most challenging aspect of large-scale machine learning systems - ethics. By exploring and defining best practices for assessing ethical risks and strategies for mitigation, you will conclude the book where it all began - large-scale machine learning software.What you will learnIdentify what the machine learning software best suits your needsWork with scalable machine learning pipelinesScale up pipelines from prototypes to fully fledged softwareChoose suitable data sources and processing methods for your productDifferentiate raw data from complex processing, noting their advantagesTrack and mitigate important ethical risks in machine learning softwareWork with testing and validation for machine learning systemsWho this book is for If you're a machine learning engineer, this book will help you design more robust software, and understand which scaling-up challenges you need to address and why. Software engineers will benefit from best practices that will make your products robust, reliable, and innovative. Decision makers will also find lots of useful information in this book, including guidance on what to look for in a well-designed machine learning software product.Table of ContentsMachine Learning Compared to Traditional SoftwareElements of a Machine Learning Software SystemData in Software Systems - Text, Images, Code, FeaturesData Acquisition, Data Quality and NoiseQuantifying and Improving Data PropertiesTypes of Data in ML SystemsFeature Engineering for Numerical and Image DataFeature Engineering for Natural Language DataTypes of Machine Learning Systems - Feature-Based and Raw Data Based (Deep Learning)Training and evaluation of classical ML systems and neural networksTraining and evaluation of advanced algorithms - deep learning, autoencoders, GPT-3Designing machine learning pipelines (MLOps) and their testingDesigning and implementation of large scale, robust ML software - a comprehensive exampleEthics in data acquisition and management(N.B. Please use the Look Inside option to see further chapters) Rapidgator https://rg.to/file/fec2494aef11b052779d2ac7c6e5f234/v37r9.rar.html TakeFile https://takefile.link/y9bcqg9oq7uv/v37r9.rar.html Links are Interchangeable - Single Extraction

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Free Download Pierre Jouguet, "Macedonian Imperialism" English | 2008 | ISBN: 0415868017, 0415155770 | EPUB | pages: 488 | 3.6 mb Originally published between 1920-70,The History of Civilization was a landmark in early twentieth century publishing. It was published at a formative time within the social sciences, and during a period of decisive historical discovery. The aim of the general editor, C.K. Ogden, was to summarize the most up to date findings and theories of historians, anthropologists, archaeologists and sociologists. Rapidgator https://rg.to/file/8d66a79c09f22785f2b97f7cd24be8f3/cw2bf.rar.html TakeFile https://takefile.link/2g10dmo0etfx/cw2bf.rar.html Links are Interchangeable - Single Extraction

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Free Download MacBook For Dummies, 10th Edition by Mark L. Chambers English | June 12th, 2024 | ISBN: 1394252749 | 435 pages | True PDF | 26.19 MB Discover the best tips and tricks for using your new Mac laptop For years, MacBook For Dummies has been making it easy to learn new technology. This new edition keeps the easy-to-follow instructions coming. Learn the basics of customizing your Dock and using desktop widgets. Then, figure out how to go on the internet, stream music, send instant messages, and more. Expert author Mark Chambers will show you how to navigate the macOS operating system and personalize your MacBook to your liking. And you'll learn your way around features like Stage Manager, Continuity Camera, SharePlay, and Handoff. Is this your first new computer in a while? MacBook For Dummies gives you the rundown on how to exist without an internal DVD drive. Whether you're a newbie or a Mac veteran looking for insider tips, this is the quick start guide for you. * Learn the features and productivity tools from macOS * Stay protected by making the most of the built-in Mac security features * Organize your life with Mac's multitasking feature, Stage Manager * Discover how to stream music, edit videos, and share media content online MacBook beginners and upgraders alike will graduate to power users of the MacBook Pro and MacBook Air models, thanks to this trusted Dummies title. Rapidgator https://rg.to/file/5d2f322ab6358bb30baaa29f0e0a2a32/e9rzu.rar.html TakeFile https://takefile.link/5xm2o4b853d4/e9rzu.rar.html Links are Interchangeable - Single Extraction

Free Download Laura-Jane Smith, "MRCP SCE in Respiratory Medicine: 300 SBAs Ed 2" English | ASIN : B0CWDB5PJ3 | 2023 | 320 pages | PDF | 5 MB MRCP SCE in Respiratory Medicine: 300 SBAs is a unique resource that offers a wealth of practice questions for candidates preparing for the Specialty Certificate Exam in Respiratory Medicine. Chapters in the book correspond to the topics in the syllabus, while the number of questions in each chapter is weighted in accordance with the College's exam blueprint. The book features questions written in line with relevant UK and international guidelines and is an indispensable revision aid designed to maximize the chances of exam success. Key Features: * Includes 300 SBAs that reflect the question format and range of difficulty encountered in the exam. * Provides thorough answers and suggestions for further reading to help you consolidate knowledge and understand key concepts. * Gives practical advice on how to approach revision and useful tips to improve exam technique. * This second edition has been fully updated to reflect the latest BTS guidelines on air travel, bronchiectasis, long-term macrolide use, occupational asthma, and pleural procedures. Read more Rapidgator https://rg.to/file/dd71d96c51bfcac8c99dd5f9b301bc80/jc4iw.rar.html TakeFile https://takefile.link/j5vydu1jyb4p/jc4iw.rar.html Links are Interchangeable - Single Extraction

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Free Download David J. Garrow, "MLK: An American Legacy: Bearing the Cross, Protest at Selma, and The FBI and Martin Luther King, Jr." English | 2016 | ASIN: B01GUO7CIW | EPUB | pages: 2308 | 3.6 mb Three meticulously researched works-including Pulitzer Prize winner Bearing the Cross-spanning the life of civil rights icon Martin Luther King Jr. This collection from professor and historian David J. Garrow provides a multidimensional and fascinating portrait of Martin Luther King Jr., and his mission to upend deeply entrenched prejudices in society, and enact legal change that would achieve equality for African Americans one hundred years after their eman[beeep]tion from slavery. Bearing the Cross traces King's evolution from the young pastor who spearheaded the 1955-56 bus boycott in Montgomery to the inspirational leader of America's civil rights movement, focusing on King's crucial role at the Southern Christian Leadership Conference. Garrow captures King's charisma, his moral obligation to lead a nonviolent crusade against racism and inequality-and the toll this calling took on his life. Garrow delves deeper into one of the civil rights movement's most decisive moments in Protest at Selma. These demonstrations led to the landmark Voting Rights Act of 1965 that, along with the Civil Rights Act of 1964, remains a key aspect of King's legacy. Garrow analyzes King's political strategy and understanding of how media coverage-especially reports of white violence against peaceful African American protestors-elicited sympathy for the cause. King's fierce determination to overturn the status quo of racial relations antagonized FBI director J. Edgar Hoover. The FBI and Martin Luther King, Jr. follows Hoover's personal obsession to destroy the civil rights leader. In an unprecedented abuse of governmental power, Hoover led one of the most invasive surveillance operations in American history, desperately trying to mar King's image. As a collection, these utterly engrossing books are a key to understanding King's inner life, his public persona, and his legacy, and are a testament to his impact in forcing America to confront intolerance and bigotry at a critical time in the nation's history. Rapidgator https://rg.to/file/530886761ea31556c2d033770c1412c3/5ex2d.rar.html TakeFile https://takefile.link/r5hqleewrqnu/5ex2d.rar.html Links are Interchangeable - Single Extraction

Free Download MCAT Physics and Math Review 2024-2025: Online + Book (Kaplan Test Prep) by Kaplan Test Prep English | July 4, 2023 | ISBN: 1506287018 | 528 pages | MOBI | 13 Mb Always study with the most up-to-date prep! Look for MCAT Physics and Math Review 2025-2026, ISBN 9781506294292, on sale July 2, 2024. ✅Publisher's Note: Products purchased from third-party sellers are not guaranteed by the ✅Publisher for quality, authenticity, or access to any online entities included with the product. Rapidgator https://rg.to/file/2c47fd83901886c0fab5c559c75c78be/y6tlb.rar.html TakeFile https://takefile.link/l8ds2p3a477p/y6tlb.rar.html Links are Interchangeable - Single Extraction

Free Download MATLAB for Machine Learning - Second Edition: Unlock the power of deep learning for swift and enhanced results by Giuseppe Ciaburro English | January 30, 2024 | ISBN: 1835087698 | 374 pages | PDF | 25 Mb Master MATLAB tools for creating machine learning applications through effective code writing, guided by practical examples showcasing the versatility of machine learning in real-world applicationsKey FeaturesWork with the MATLAB Machine Learning Toolbox to implement a variety of machine learning algorithmsEvaluate, deploy, and operationalize your custom models, incorporating bias detection and pipeline monitoringUncover effective approaches to deep learning for computer vision, time series analysis, and forecastingPurchase of the print or Kindle book includes a free PDF eBookBook Description Discover why the MATLAB programming environment is highly favored by researchers and math experts for machine learning with this guide which is designed to enhance your proficiency in both machine learning and deep learning using MATLAB, paving the way for advanced applications. By navigating the versatile machine learning tools in the MATLAB environment, you'll learn how to seamlessly interact with the workspace. You'll then move on to data cleansing, data mining, and analyzing various types of data in machine learning, and visualize data values on a graph. As you progress, you'll explore various classification and regression techniques, skillfully applying them with MATLAB functions. This book teaches you the essentials of neural networks, guiding you through data fitting, pattern recognition, and cluster analysis. You'll also explore feature selection and extraction techniques for performance improvement through dimensionality reduction. Finally, you'll leverage MATLAB tools for deep learning and managing convolutional neural networks. By the end of the book, you'll be able to put it all together by applying major machine learning algorithms in real-world scenarios.What you will learnDiscover different ways to transform data into valuable insightsExplore the different types of regression techniquesGrasp the basics of classification through Naive Bayes and decision treesUse clustering to group data based on similarity measuresPerform data fitting, pattern recognition, and cluster analysisImplement feature selection and extraction for dimensionality reductionHarness MATLAB tools for deep learning explorationWho this book is for This book is for ML engineers, data scientists, DL engineers, and CV/NLP engineers who want to use MATLAB for machine learning and deep learning. A fundamental understanding of programming concepts is necessary to get started.Table of ContentsExploring MATLAB for Machine LearningWorking with Data in MATLABPrediction Using Classification and RegressionClustering Analysis and Dimensionality ReductionIntroducing Artificial Neural Networks ModelingDeep Learning and Convolutional Neural NetworksNatural Language Processing Using MATLABMATLAB for Image Processing and Computer VisionTime Series Analysis and Forecasting with MATLABMATLAB Tools for Recommender SystemsAnomaly Detection in MATLAB Rapidgator https://rg.to/file/b9513ee92cae6a19b252234f2c0ffb0b/gf9ye.rar.html TakeFile https://takefile.link/920xjk8wryw6/gf9ye.rar.html Links are Interchangeable - Single Extraction

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Free Download Nick Redfern, "MAN-MONKEY - In Search of the British Bigfoot" English | ISBN: 1905723164 | 2007 | 164 pages | EPUB | 568 KB In her 1883 book, Shropshire Folklore, Charlotte S. Burne wrote: 'A very weird story of an encounter with an animal ghost arose of late years within my knowledge. On the 21st of January 1879, a labouring man was employed to take a cart of luggage from Ranton in Staffordshire to Woodcock, beyond Newport in Shropshire, for the ease of a party of visitors who were going from one house to another. He was late in coming back; his horse was tired, and could only crawl along at a foot's pace, so that it was ten o'clock at night when he arrived at the place where the highroad crosses the Birmingham and Liverpool canal. 'Just before he reached the canal bridge, a strange black creature with great white eyes sprang out of the plantation by the roadside and alighted on his horse's back. He tried to push it off with his whip, but to his horror the whip went through the thing, and he dropped it on the ground in fright.' The creature duly became known to superstitious and frightened locals as the Man-Monkey. Between 1986 and early 2001, Nick Redfern delved deeply into the mystery of the strange creature of that dark stretch of canal. Now, published for the very first time, are Nick's original interview notes, his files and discoveries; as well as his theories pertaining to what lies at the heart of this diabolical legend. Is Britain really home to a Bigfoot-style entity? Does the creature have supernatural origins? Or is it something else entirely? Nick Redfern addresses all of these questions in Man-Monkey and reveals a story that is as bizarre as it is macabre. Read more Rapidgator https://rg.to/file/4dcad2e22c7ecdb9999b2f99e192553c/gt8qe.rar.html TakeFile https://takefile.link/aywzj4yf2nd8/gt8qe.rar.html Links are Interchangeable - Single Extraction

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Free Download Sylvie Chabert D'Hyères, "Luke at the Birth of the Gospels" English | ISBN: 1036406628 | 2024 | 208 pages | PDF | 10 MB This book provides a new view on Luke's Gospel by introducing it as the source of the New Testament. A close reading of the works of Flavius Josephus and Latin inscriptions confirms the validity of the chronological landmarks delivered by the Evangelist. Together these three sources form a cohesive whole like a puzzle with finely-tuned pieces. The Codex Bezae Cantabrigiensis, which preserves the oldest known text of the Gospels and Acts written in Greek, attests that the Evangelist fulfilled the purpose of veracity advertised in the preface. The reliability of his work is linked to its early publication, in the decade following the events so that even Mark and Paul had knowledge of it. From this point of view, the "Lukan priority" that preserves the historical truth about Jesus' life, would no longer be just an assumption. In this context, the conditions under which the Third Gospel was written are revealed, and with them, the objectives pursued by those who assumed responsibility for it, and who can be identified. Let us hope these pages will encourage other biblical Scholars to investigate the Third Gospel and Acts from the perspective of the "Lukan priority". Read more Rapidgator https://rg.to/file/1a19be1f9a4486616e07c418ed68cbd7/7u9f6.rar.html TakeFile https://takefile.link/p3mr4b6iuxbc/7u9f6.rar.html Links are Interchangeable - Single Extraction

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Free Download Lucy Burdette's Kitchen: Recipes and Stories from the Key West Food Critic Mysteries (Key West Food Critic Mystery) by Lucy Burdette English | July 23rd, 2024 | ISBN: 1420516523 | 170 pages | True EPUB | 2.29 MB From bestselling author Lucy Burdette, this collection of recipes from her Key West Food Critic mysteries serves up delectable desserts, tempting treats, and savory sides. It's out of the fire and into the frying pan! The Key West Food Critic series is known for its dastardly deaths, creative clues, and mouth-watering mysteries. Now, for the first time, all the recipes featured in the series are gathered in a collection for the first time. Recipes include: * Lucy Burdette's One Bowl Chocolate Cake * Sam's Cornbread Sausage Stuffing * Scarlett O'Hara Cupcakes * Chef Edel's Cheesy Polenta * Hayley Snow's Shrimp Salad * and many more! This book contains previously published material. Rapidgator https://rg.to/file/522d418f38b19da3c7eff5d980781117/m0hsm.rar.html TakeFile https://takefile.link/0ki2l33zd62h/m0hsm.rar.html Links are Interchangeable - Single Extraction