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Start your reading journey today on DL4ALL.org and unlock a world of imagination, knowledge, and inspiration! ![]() English | 2021 | ISBN: 9811519668 | 460 pages | pdf, epub | 44.86 MB Machine Learning, a vital and core area of artificial intelligence (AI), is propelling the AI field ever further and making it one of the most compelling areas of computer science research. This textbook offers a comprehensive and unbiased introduction to almost all aspects of machine learning, from the fundamentals to advanced topics. It consists of 16 chapters divided into three parts: Part 1 (Chapters 1-3) introduces the fundamentals of machine learning, including terminology, basic principles, evaluation, and linear models; Part 2 (Chapters 4-10) presents classic and commonly used machine learning methods, such as decision trees, neural networks, support vector machines, Bayesian classifiers, ensemble methods, clustering, dimension reduction and metric learning; Part 3 (Chapters 11-16) introduces some advanced topics, covering feature selection and sparse learning, computational learning theory, semi-supervised learning, probabilistic graphical models, rule learning, and reinforcement learning. Each chapter includes exercises and further reading, so that readers can explore areas of interest. The book can be used as an undergraduate or postgraduate textbook for computer science, computer engineering, electrical engineering, data science, and related majors. It is also a useful reference resource for researchers and practitioners of machine learning. ![]() English | 2021 | ISBN: 1119768853 | 305 pages | PDF, True EPUB | 21.42 MB Machine Learning Algorithmsis for current and ambitious machine learning specialists looking to implement solutions to real-world machine learning problems. It talks entirely about the various applications of machine and deep learning techniques, with each chapter dealing with a novel approach of machine learning architecture for a specific application, and then compares the results with previous algorithms. The book discusses many methods based in different fields, including statistics, pattern recognition, neural networks, artificial intelligence, sentiment analysis, control, and data mining, in order to present a unified treatment of machine learning problems and solutions. All learning algorithms are explained so that the user can easily move from the equations in the book to a computer program. ![]() English | 2021 | ASIN : B09D3NLGF1 | 50 pages | PDF, AZW3, EPUB, MOBI | 23.79 MB This book is loaded with fresh ideas, timesaving tips, and tiny tweaks to help you optimize every area of your life. Whether you are looking to live smarter, be more productive, or simply find better ways of doing things, this book is for you. These helpful hacks are organized into the following categories: Home, work, health, beauty, clothing. [center] ![]() English | 2021 | ASIN : B09D1LLM67 | 31 pages | PDF, AZW3, EPUB, MOBI | 1.53 MB Small Spanish course on Amazon. [b]This book includes: ![]() English | 2021 | ISBN: B09CG7S9WJ | 151 pages | PDF EPUB AZW3| 10.25 MB Learn How to Program Through Deno and TypeScript walks you through the initial steps of programming up to more advanced techniques used by professional programmers. This book serves as an introduction to non-programmers into the world of programming. [center] ![]() English | 2021 | ISBN: B09BZRKM4T | 155 pages | PDF EPUB AZW3 | 12.13 MB Welcome to this book on Laravel PHP Framework Handbook. Laravel is one of the the most popular option among PHP developers these days. In this course you will Learn the basic concepts, functions that you will need to build fully functional programs with the popular framework, Laravel. ![]() English | 2021 | ASIN : B09D71T9JQ | 52 pages | PDF, AZW3, EPUB, MOBI | 25.39 MB Knot tying has always been one of those key outdoor skills that the inexperienced take for granted. The experienced outdoorsman, however, has had enough success and failure to know that there are right and wrong knots for certain jobs. A good knot can save lives when you're dealing with a survival situation, performing first aid, and when working over heights or water. But, you have to know how to tie it. So make sure you know what to do with your rope the next time you head into the wild by learning these essential knots. [center] ![]() English | 2021 | ASIN : B09D924F2N | 93 pages | PDF, AZW3, EPUB, MOBI | 6.95 MB IELTS Writing Task 1+ 2 Samples: All Samples in 1- Bar Charts, Pie Charts , Line Charts, Graph, Diagrams, Table Charts .... Over 50 High-Quality Model Essays for Your Reference to achieve a High Band Score 7.0 to 8.0+ In 2 Weeks! ![]() English | 2021 | ISBN: 9780738459660 | 105 pages | PDF,EPUB | 5.03 MB This IBM® Redbooks® Product Guide publication describes the IBM FlashSystem® 5200 solution, which is a next-generation IBM FlashSystem control enclosure. It is an NVMe end-to-end platform that is targeted at the entry and midrange market and delivers the full capabilities of IBM FlashCore® technology. It also provides a rich set of software-defined storage (SDS) features that are delivered by IBM Spectrum® Virtualize, including the following features: ![]() English | 2021 | ASIN : B09CZFGL7B | 276 pages | PDF, AZW3, EPUB, MOBI | 2.08 MB All over the world, hundreds of millions of eager English Language Learners make the decision every day to choose upward social mobility by learning the global language of business, commerce, and pop culture. Many learning resources are available to serve this huge - and growing - group of people. This book provides a fresh take on the classic ESL or EFL learning formula. There are many students of English as a Second Language who display so much burgeoning proficiency that their teachers feel like changing the Second in the title to First. This book is meant for students who are gifted, or who aspire to be gifted. They are far ahead of their peer group, and wish to make the step to true native proficiency in the English language. |