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Neural Networks and Deep Learning, Springer
Charu C.A.,Neural networks were developed to simulate the human nervous system for machine learning tasks by treating the computational units in a learning model in a manner similar to human neurons. The grand vision of neural networks is to create artificial intelligence by building machines whose architecture simulates the computations in the human nervous system.
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Deep learning architectures. A mathematical approach
Calin O.,The multiple commercial applications of neural networks have been highly profitable. Neural networks are imbedded into novel technologies, which are now used successfully by top companies such as Google, Microsoft, Facebook, IBM, Apple, Adobe, Net fl ix, NVIDIA, and Baidu.
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Глубоке обучение
А.АюСлинкниа,Глубокое обучение — это вид машинного обучения, наделяющий компьютеры способно- стью учиться на опыте и понимать мир в терминах иерархии концепций. Книга содержит математические и концептуальные основы линейной алгебры, теории вероятностей и теории информации, численных расчетов и машинного обучения в том объеме, который необходим для понимания материала. Описываются приемы глубокого обучения, применяемые на практике, в том числе глубокие сети прямого распространения, регуляризация, алгоритмы оптимизации, сверточные сети, моделирование последовательностей и др.
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Electronics (3rd Edition). Maker Media.
Saul Oskay.Make.,This book, "Make: Electronics: Learning by Discovery (3rd Edition)," teaches the fundamentals of electronics through hands-on experiments. Author Charles Platt breaks down complex theory into simple steps, guiding the reader to build real circuits and see how they work.
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Programming Arduino: Getting Started with Sketches (2nd Edition). McGraw-Hill.
Simon Monk.,Information has been obtained by McGraw-Hill Education from sources believed to be reliable. However, because of the possibility of human or mechanical error by our sources, McGraw-Hill Education, or others, McGraw-Hill Education does not guarantee the accuracy, adequacy, or completeness of any information and is not responsible for any errors or omissions or the results obtained from the use of such information.
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Robot Builder's Bonanza (4th Edition). McGraw-Hill.(
John Baichtal,Only until you’ve climbed the mountain can you look behind you and see the vast distance that you’ve covered, and remember those you’ve met along the way who made your trek a little easier. Now that this book is finally finished, after the many miles of weary travel, I look back to those who helped me turn it into a reality and offer my heartfelt thanks:
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University Physics with Modern Physics.
Hugh Young and Roger Freedman,Physics encompasses the large and the small, the old and the new. From the atom to galaxies, from electrical circuitry to aerodynamics, physics is very much a part of the world around us. You probably are taking this introductory course in calculus- based physics because it is required for subsequent courses you plan to take in preparation for a career in science or engineering. Your professor wants you to learn physics and to enjoy the experience.
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Umumiy fizika
Tursunov I.G.,XVI asrning oxirida angliyalik vrach va fizik Gilbert ipakka ishqalangan qahraboning o'ziga yengil buyumlarni tortish qobiliyati bilan bog'liq bo'lgan hodisalarni o'rganadi. Gilbert shunga doir tajribalar o'tkazib, faqat ipakka ishqalangan qahrabogina emas, balki oldindan mo'ynaga, movutga va shunga o'xshash boshqa yumshoq materiallarga ishqalangan shisha, chinni va boshqa ko'p jismlarning ham yengil buyumlarni o'ziga tortish xossasi bor ekanligini payqadi. Gilbert bu hodisani elektrlanish deb atagan. Faqat ikki tur elektrlanish bo'lar ekan
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Introduction to Artificial Intelligence.
Ertel. W.,After 60 years, Arti fi cial Intelligence (AI) has now reached industry and the con- sciousness of the population. The impressive successes and new AI methods are now so relevant that they should be taught even in a basic course. In about 30 new pages, I report mainly on deep learning, a consistent further development of neural networks, which fi nally enables image processing systems to recognize almost any object in pixel images. Among other bene fi ts, this lead to the fi rst computer pro- gram that could beat one of the world ’ s best Go players.
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Artificial Intelligence: A Modern Approach.
Russell.S & Norvig.P.,This edition captures the changes in AI that have taken place since the last edition in 2003. There have been important applications of AI technology, such as the widespread deploy- ment of practical speech recognition, machine translation, autonomous vehicles, and house- hold robotics. There have been algorithmic landmarks, such as the solution of the game of checkers. And there has been a great deal of theoretical progress, particularly in areas such as probabilistic reasoning, machine learning, and computer vision. Most important from our point of view is the continued evolution in how we think about the field, and thus how we organize the book. The major changes are as follows:
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Inklyuziv ta’lim
I.Y.Madatov,Respublikamizda inklyuziv ta’limni takomillashtirish masalasi hukumatimizning ko‘plab hujjatlarida, jumladan, O‘zbekiston Respublikasi Prezidenti Shavkat Mirziyoyevning nutqlarida, ma’ruza va chiqishlarida, farmon va qarorlarida o‘zining munosib aksini topgan. Xususan, imkoniyati cheklangan yoshlarga ta’lim berish sifatini oshirish hamda maqsadida turli ixtisoslik va yo‘nalishlardagi bosma va audiokitoblarga bo‘lgan ehtiyoj har olti oyda o‘rganilib, shu asosda adabiyotlar ro‘yxati shakllantirib borish, oliy ta’lim muassasalarining tegishli ixtisoslik va yo‘nalishlari bo‘yicha fanlardan audiomateriallar va Brayl alifbosi asosidagi adabiyotlarni chop etish tizimi yo‘lga qo‘yish bo‘yicha qator vazifalar belgilab berilmoqda.
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English for academic purposes
Dr.Mustafa & A.Rahman,English for Academic Purposes (EAP) is a course designed to prepare learners for studying and communicating effectively in English-speaking academic environments. It focuses on developing the key language skills needed for university study, including reading academic texts, writing essays and reports, listening to lectures, and participating in seminars. The course also emphasizes critical thinking, academic vocabulary, and the ability to structure and present arguments clearly, helping students succeed in both coursework and exams.
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Developing Academic English in Speaking and Writing.
Július Rozenfeld & Slávka Tomaščíková,Developing Academic English in Speaking and Writing is a course designed to improve learners’ abilities to communicate effectively in academic settings. It focuses on enhancing spoken and written English through structured practice in discussions, presentations, essays, and academic reports. The course equips students with strategies for organizing ideas, using appropriate academic vocabulary, and presenting arguments clearly, making it ideal for success in university studies and academic assessments.
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Cambridge Academic English
Craig Thaine,Cambridge Academic English is a series of course books designed to develop English language skills in academic contexts, including reading, writing, listening, and speaking. The course helps learners understand university-level texts, take notes from lectures, write essays, and participate effectively in academic discussions and seminars. The books cover levels from B1 (Intermediate) to C1 (Advanced) and focus on applying language skills through practical academic tasks. This course is an ideal resource for studying academic English and preparing for international exams.
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Oliy algebra kursi
Kurosh A.G,bu klassik oliy algebra darsligi bo‘lib, linear algebra, matritsalar, determinantlar, vektor fazolari va abstrakt algebra (guruhlar, halqalar, maydonlar) mavzularini qamrab oladi.
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Algebra va sonlar nazariyasi.
D.Yunusov, A.Yunusov,O’quv qo’llаnmа «Аlgеbrа vа sоnlаr nаzаriyasi» fаni dаvlаt tа’lim stаndаrti hаmdа dаsturigа to’lа mоs kеlаdi. Tаvsiya etilаyotgаn nаzаriy sаvоllаr vа аmаliy tоpshiriqlаr mоdullаrdа jаmlаngаn bo’lib, ulаrdа kеltirilgаn mеtоdik tаvsiyalаr ushbu o’quv qo’llаnmаdаn fоydаlаnuvchilаrgа kеng imkоniyatlаr yarаtаdi. Kеltirilgаn misоl vа mаshqlаr nаzаriy bilimlаrni chuqurlаshtirish, tаdbiqini kеngаytirishgа qаrаtilgаn bo’lib, tаlаbаlаrni mustаqil, ijоdiy izlаnishgа yo’nаltirаdi.
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Matematik mantiq va diskret matematika.
To‘rayev H, Azizov I,Diskret matematika matematikaning bir qismi bo'lib, meloddan avval IV asrda yaratila boshlangan. Diskret matematika matematikaning takomillashgan sonlar nazariyasi, algebra, matematik mantiq qismlaridan tashqari XX asr o'rtalaridagi fan-texnika taraqqiyoti tufayli jadal rivojla-nayotgan funksional sistemalar nazariyasi, graf va to'rlar nazariyasi, kodlashtirish
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Введение в дискретную математику
Данный курс охватывает основные понятия дискретной математики, включая множества, логические высказывания, комбинаторику и графы. Он формирует базовые знания, необходимые для изучения программирования, алгоритмов и компьютерных наук. Материал представлен в доступной форме с примерами и практическими задачами.
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Задачи и упражнения по математической логике и теории алгоритмов
Игошин В.И.,Пособие содержит разнообразные задачи и упражнения по основным разделам математической логики и теории алгоритмов. Оно помогает студентам лучше понять формальные логические системы, освоить методы доказательства и научиться анализировать алгоритмы. Задания варьируются по уровню сложности — от базовых до более продвинутых.
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Математическая логика и теория алгоритмов
Игошин В.И.,Данный курс посвящён изучению логических систем, формальных языков и алгоритмов. Он рассматривает законы логического вывода, методы доказательства, а также принципы построения и анализа алгоритмов. Особое внимание уделяется понятиям вычислимости, сложности алгоритмов и формальным моделям вычислений.