Автор: Alpaydin Ethem Название: Machine Learning: The New AI ISBN: 0262529513 ISBN-13(EAN): 9780262529518 Издательство: MIT Press Рейтинг: Цена: 18000.00 T Наличие на складе: Нет в наличии. Описание:
A concise overview of machine learning -- computer programs that learn from data -- which underlies applications that include recommendation systems, face recognition, and driverless cars.
Today, machine learning underlies a range of applications we use every day, from product recommendations to voice recognition -- as well as some we don't yet use everyday, including driverless cars. It is the basis of the new approach in computing where we do not write programs but collect data; the idea is to learn the algorithms for the tasks automatically from data. As computing devices grow more ubiquitous, a larger part of our lives and work is recorded digitally, and as "Big Data" has gotten bigger, the theory of machine learning -- the foundation of efforts to process that data into knowledge -- has also advanced. In this book, machine learning expert Ethem Alpaydin offers a concise overview of the subject for the general reader, describing its evolution, explaining important learning algorithms, and presenting example applications.
Alpaydin offers an account of how digital technology advanced from number-crunching mainframes to mobile devices, putting today's machine learning boom in context. He describes the basics of machine learning and some applications; the use of machine learning algorithms for pattern recognition; artificial neural networks inspired by the human brain; algorithms that learn associations between instances, with such applications as customer segmentation and learning recommendations; and reinforcement learning, when an autonomous agent learns act so as to maximize reward and minimize penalty. Alpaydin then considers some future directions for machine learning and the new field of "data science," and discusses the ethical and legal implications for data privacy and security.
Автор: Alpaydin Ethem Название: Introduction to Machine Learning ISBN: 0262043793 ISBN-13(EAN): 9780262043793 Издательство: MIT Press Рейтинг: Цена: 95930.00 T Наличие на складе: Невозможна поставка. Описание: A substantially revised fourth edition of a comprehensive textbook, including new coverage of recent advances in deep learning and neural networks.
The goal of machine learning is to program computers to use example data or past experience to solve a given problem. Machine learning underlies such exciting new technologies as self-driving cars, speech recognition, and translation applications. This substantially revised fourth edition of a comprehensive, widely used machine learning textbook offers new coverage of recent advances in the field in both theory and practice, including developments in deep learning and neural networks.
The book covers a broad array of topics not usually included in introductory machine learning texts, including supervised learning, Bayesian decision theory, parametric methods, semiparametric methods, nonparametric methods, multivariate analysis, hidden Markov models, reinforcement learning, kernel machines, graphical models, Bayesian estimation, and statistical testing. The fourth edition offers a new chapter on deep learning that discusses training, regularizing, and structuring deep neural networks such as convolutional and generative adversarial networks; new material in the chapter on reinforcement learning that covers the use of deep networks, the policy gradient methods, and deep reinforcement learning; new material in the chapter on multilayer perceptrons on autoencoders and the word2vec network; and discussion of a popular method of dimensionality reduction, t-SNE. New appendixes offer background material on linear algebra and optimization. End-of-chapter exercises help readers to apply concepts learned. Introduction to Machine Learning can be used in courses for advanced undergraduate and graduate students and as a reference for professionals.
Автор: Ceku Ethem Название: Kosovo and Diplomacy since World War II ISBN: 1350153249 ISBN-13(EAN): 9781350153240 Издательство: Bloomsbury Academic Рейтинг: Цена: 34840.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: The Kosovo question posed a great challenge to the international order in the western Balkans for a number of decades prior to the outbreak of war in the 1990s. Yugoslavia, Albania, the USSR, the USA, and Great Britain have all been involved, directly or indirectly, in the question of Kosovo, especially in the period since World War II. In this book, Ethem Ceku studies the Albanian political movement in Kosovo and the efforts that it made to achieve its national programme between 1945 and 1981. He focuses particularly on questions of international diplomacy--looking especially at the roles of Albania and Yugoslavia in the Kosovo question.
Автор: Mining Ethem Название: Linux for Beginners: A Practical and Comprehensive Guide to Learn Linux Operating System and Master Linux Command Line. Contains Self-Evalu ISBN: 1671228081 ISBN-13(EAN): 9781671228085 Издательство: Неизвестно Цена: 20080.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: Are you looking for a complete guide which enables you to use Linux and manage shell Linux like a pro? Are you struggling to navigate among all the Linux distributions out there and finding hard to define the best one for your needs? Do you want to evaluate your learning level step by step?
Linux is without doubt the most powerful operating system in the world. Yes, you may think Windows and macOS are powerful operating systems owing to the fact that they control much of the PC market but I have some stats that will change your perspective:
As of 2019
100% of the world's supercomputers run on Linux
23 of the top 25 websites in the world run on Linux
96.3% of the world's top 1 million servers run on Linux
90% of the world's cloud infrastructure operates on Linux
All the best cloud hosts run on Linux
I believe you now appreciate just how Linux is not really given as much credit for running the world behind the scenes and have even greater motivation to learn it. The book discusses the ins and outs of Linux in a beginner friendly style to make your learning process frustration free, as the book does not assume you know anything about Linux.
More precisely, this book will teach you:
The basics, including what an operating system is, what Linux is, how it has evolved over the years, how Linux works, the architecture of Linux, files hierarchy in Linux as well as the system architecture in Linux
Benefits of using Linux as an operating system
Linux distributions, including how to choose a distribution from the different distributions available, depending on your unique needs
How to use Linux text editors
How to install Linux on Virtual Machines on Windows 10
How to install Linux on Virtual Machines on MacOS
The concept of shells in linux, including what is a shell, how to gain access to the shell, the different types of shell, shell scripting along with basic command line editing
How to unleash the full power of different commands in Linux to maximize your user experience
How to set up access levels and assign users different privileges in Linux, including the different types of users in Linux and more
How to make the most use of Linux for network administration
Some great Linux alternatives to some of the popular Windows applications
And much more
Even if you've never used Linux before but want to learn it, to add it to your skillset and possibly start using it for networking, programming or even just simple web browsing, you will find this book helpful. Lucky for you, the book takes an easy to follow, beginner friendly approach to introduce you everything, beginner or advanced, to ensure you start applying what you learn right away.
PS: To help you learn even faster, there is a quiz at the end of every chapter along with answers shortly after to help you test your understanding of the concepts you will have learned in that chapter.
If you want to learn Linux but don't know where to start...
Click Buy Now With 1-Click or Buy Now to get started
Автор: Atilgan, Ethem Название: Kostenstellenrechnung mit sap r/3 ISBN: 3638637352 ISBN-13(EAN): 9783638637350 Издательство: Неизвестно Рейтинг: Цена: 70010.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: Studienarbeit aus dem Jahr 2001 im Fachbereich Informatik - Wirtschaftsinformatik, Note: 2.0, Hamburger Universitдt fьr Wirtschaft und Politik (ehem. Hochschule fьr Wirtschaft und Politik) (Betriebswirtschaft), Veranstaltung: Grundkurs SAP/3, Sprache: Deutsch, Abstract: Diese Arbeit hat zum Ziel, dem Leser das Unternehmen SAP und sein weitverbreitetes Produkt SAP R/3 kurz vorzustellen und im speziellen die Mцglichkeiten der Realisierung einer Cost Center bezogener Kostenplanung und -kontrolle aufzuzeigen. Dabei liegt der Schwerpunkt dieser Arbeit im Bereich der Kostenstellenrechnung. Die Mцglichkeit der Budgetierung sowie Planung und Ist Verrechnung bleibt in dieser Arbeit aus Kapazitдtsgrьnden au en vor und wird deshalb nicht behandelt. Dabei werde ich in drei schritten das Thema Kostenstellenrechnung mit SAP/R3 behandeln. Im ersten abschnitt werde ich das Unternehmen SAP vorstellen. Im zweiten Abschnitt werde ich in die Kostenrechnung etwas eingehen und den Zusammenhang zwischen Kostenarten-, Kostenstellen- und Kostenstrдgerrechnung vorstellen. Im letzten Abschnitt werde ich speziell im SAP R/3 Controlling mit einem Beispiel Kostenrechnungskreis Kostenarten, Kostenstellen und Leistungsarten anlegen. Dieses Beispiel wurde mit dem SAP R/3 Release 4.6 C durchgefьhrt. Ich werde in diesem Beispiel dem Leser vorstellen wie die primдre und sekundдre Kostenarten angelegt werden. Des weiteren wird dann das Ziel sein die Kostenstellen im SAP R/3 System anzulegen. Zudem werde ich als letzten Schritt die Leistungsarten und Innenauftrдge fьr Abgrenzung im SAP R/3 System mit einem Beispiel anlegen. Ich hoffe damit einen kleinen Ьberblick ьber die Kostenplanung im SAP System dargestellt zu haben. Ziel dieser Hausarbeit soll sein auch fьr mich in SAP R/3 sowie im Controlling Modul einen besseren Ьberblick zu bekommen.
Are you looking for a complete guide which enables you to use Linux and manage shell Linux like a pro? Are you struggling to navigate among all the Linux distributions out there and finding hard to define the best one for your needs? Do you want to evaluate your learning level step by step?
Your customers will go crazy over this awesome book
Linux is without doubt the most powerful operating system in the world. Yes, you may think Windows and macOS are powerful operating systems owing to the fact that they control much of the PC market but I have some stats that will change your perspective.
As of 2021
100% of the world's supercomputers run on Linux
23 of the top 25 websites in the world run on Linux
96.3% of the world's top 1 million servers run on Linux
90% of the world's cloud infrastructure operates on Linux
All the best cloud hosts run on Linux
I believe you now appreciate just how Linux is not really given as much credit for running the world behind the scenes and have even greater motivation to learn it.
The book discusses the ins and outs of Linux in a beginner friendly style to make your learning process frustration free, as the book does not assume you know anything about Linux.
More precisely, this book will teach you:
The basics, including what an operating system is, what Linux is, how it has evolved over the years, how Linux works, the architecture of Linux, files hierarchy in Linux as well as the system architecture in Linux
Benefits of using Linux as an operating system
Linux distributions, including how to choose a distribution from the different distributions available, depending on your unique needs
How to use Linux text editors
How to install Linux on Virtual Machines on Windows 10
How to install Linux on Virtual Machines on MacOS
The concept of shells in linux, including what is a shell, how to gain access to the shell, the different types of shell, shell scripting along with basic command line editing
How to unleash the full power of different commands in Linux to maximize your user experience
How to set up access levels and assign users different privileges in Linux, including the different types of users in Linux and more
How to make the most use of Linux for network administration
Some great Linux alternatives to some of the popular Windows applications
And much more
Even if you've never used Linux before but want to learn it, to add it to your skillset and possibly start using it for networking, programming or even just simple web browsing, you will find this book helpful. Lucky for you, the book takes an easy to follow, beginner friendly approach to introduce you everything, beginner or advanced, to ensure you start applying what you learn right away.
PS: To help you learn even faster, there is a quiz at the end of every chapter along with answers shortly after to help you test your understanding of the concepts you will have learned in that chapter.
If you want to learn Linux but don't know where to start...
BUY IT NOW and let your customers get addicted to this fantastic book.
What do you need to learn to move from being a complete beginner to someone with advanced knowledge of machine learning? Have you ever wondered how to leverage big data from big tech companies (Google, Facebook e Amazon) to reach your objectives? Do you want to understand which ones are the best libraries to use and why is Python considered the best language for machine learning?
The term Machine Learning refers to the capability of a machine to learn something without any pre existing program. Automatic learning is a way to educate an algorithm to learn from various environmental situations. Machine learning involves the usage of enormous quantities of data and an efficient algorithm enabled to adapt and enhance its capabilities according to recurring situations. From banking operations to online shopping and also on social media, we daily use machine learning data algorithms to make our experience more efficient, simple and secure. Machine learning and its capabilities are rapidly becoming popular - we have just discovered part of its potential.
This bundle will give you all the information you need in order to leverage your knowledge and give you an excellent level of education. All the subjects will be supported by examples and practical exercises that will enable you to reinforce your level of knowledge
Specifically you will learn
What does Machine Learning and Artificial Intelligence mean
Machine Learning evolution
Machine learning applications
Difference between AI and Machine Learning
Big Data
Connection between Machine Learning and Big Data
How to use Big Data from large size companies to make your business scalable
How to acquire new customers via simple marketing strategies
Python Programming
Advanced programming techniques
and much more.
This manual has been written to meet all levels of education. If your level of knowledge is low and you don't have any previous experience, this book will empower you to learn key functionalities and navigate through various subjects smoothly. If you have already a good understanding, you will find useful insights that will help to enhance your competences.
If you want to learn Machine Learning but don't know where to start... Buy Now to get started
