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  • TVS.003920_AI310. (Adaptive Computation and Machine Learning) Kevin P. Murphy - Machine Learning_ A Probabilistic Perspective-The MIT Press (2012)-1.pdf.jpg
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  • Authors: Kevin P. Murphy (2012)

  • The book is written in an informal, accessible style, complete with pseudo-code for the most important algorithms. All topics are copiously illustrated with color images and worked examples drawn from such application domains as biology, text processing, computer vision, and robotics.

  • TVS.002714_Machine Learning and Artificial Intelligence_1.pdf.jpg
  • Sách/Book


  • Authors: Ameet V Joshi (2020)

  • This book provides comprehensive coverage of combined Artificial Intelligence (AI) and Machine Learning (ML) theory and applications. Rather than looking at the field from only a theoretical or only a practical perspective, this book unifies both perspectives to give holistic understanding. The first part introduces the concepts of AI and ML and their origin and current state.

  • TVS.000974- Machine Learning co ban_1.pdf.jpg
  • Sách/Book


  • Authors: Vũ Hữu Tiệp (2018)

  • Hướng dẫn các bạn trẻ làm quen các khái niệm, kỹ thuật và thuật toán cơ bản cho các bài toán Học máy (ML). Những khái niệm cơ bản trong ML, xây dựng các mô hình ML, các thuật toán ML phổ biến như mạng neuron nhân tạo, kỹ thuật tối ưu phổ biến cho các bài toán tối ưu không ràng buộc

  • TVS.002599_(CS320) AI 320. Machine Learning Engineering-True Positive Inc. (2020)_1.pdf.jpg
  • Sách/Book


  • Authors: Andriy Burkov (2020)

  • The Machine Learning Engineering for Production (MLOps) Specialization covers how to conceptualize, build, and maintain integrated systems that continuously operate in production. In striking contrast with standard machine learning modeling, production systems need to handle relentless evolving data. Moreover, the production system must run non-stop at the minimum cost while producing the maximum performance. In this Specialization, you will learn how to use well-established tools and methodologies for doing all of this effectively and efficiently.

  • TVS.004127_Michael Beyeler - Machine Learning for OpenCV_ Intelligent image processing with Python-Packt Publishing (2017)-1.pdf.jpg
  • Book


  • Authors: Michael Beyeler (2017)

  • This book targets Python programmers who are already familiar with OpenCV; this book will give you the tools and understanding required to build your own machine learning systems, tailored to practical real-world tasks.

  • TVS.004352_Bernhard Mehlig - Machine Learning with Neural Networks_ An Introduction for Scientists and Engineers-Cambridge University Press (2021)-1.pdf.jpg
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  • Authors: Bernhard Mehlig (2023)

  • This modern and self-contained book offers a clear and accessible introduction to the important topic of machine learning with neural networks. In addition to describing the mathematical principles of the topic, and its historical evolution, strong connections are drawn with underlying methods from statistical physics and current applications within science and engineering. Closely based around a well-established undergraduate course, this pedagogical text provides a solid understanding of the key aspects of modern machine learning with artificial neural networks, for students in physics, mathematics, and engineering. Numerous exercises expand and reinforce key concepts within the boo...

  • TVS.004355_Francesco Petruccione, Maria Schuld - Machine Learning with Quantum Computers-Springer (2021)-1.pdf.jpg
  • Sách/Book


  • Authors: Maria Schuld (2021)

  • This book offers an introduction into quantum machine learning research, covering approaches that range from "near-term" to fault-tolerant quantum machine learning algorithms, and from theoretical to practical techniques that help us understand how quantum computers can learn from data.

  • TVS.004123_Brett Lantz - Machine Learning with R_ Expert techniques for predictive modeling, 3rd Edition-Packt Publishing (2019)-1.pdf.jpg
  • Book


  • Authors: Brett Lantz (2019)

  • Machine Learning with R, Third Edition provides a hands-on, readable guide to applying machine learning to real-world problems. Whether you are an experienced R user or new to the language, Brett Lantz teaches you everything you need to uncover key insights, make new predictions, and visualize your findings.

  • TVS.000964- Brett Lantz-Machine Learning with R - Second Edition-Packt Publishing - ebooks Account (2015)_1.pdf.jpg
  • Book


  • Authors: Lantz, Brett (2016)

  • The book will provide a computational and methodological framework for statistical simulation to the users. Through this book, you will get in grips with the software environment R. After getting to know the background of popular methods in the area of computational statistics, you will see some applications in R to better understand the methods as well as gaining experience of working with real-world data and real-world problems. This book helps uncover the large-scale patterns in complex systems where interdependencies and variation are critical. An effective simulation is driven by data generating processes that accurately reflect real physical populations. You will learn how to pl...

  • TVS.001290_N. Gregory  Mankiw - Macroeconomics-Macmillan Higher Education (2019)_1.pdf.jpg
  • Sách/Book


  • Authors: N. Gregory Mankiw (2019)

  • Mankiw’s Macroeconomics has been the number one book for the intermediate macro course since the publication of the first edition. It maintains that bestselling status by continually bringing the leading edge of macroeconomics theory, research, and policy to the classroom, explaining complex concepts with exceptional clarity. This new edition is no exception, with Greg Mankiw adding emerging macro topics and frontline empirical research studies, while improving the book's already exemplary focus on teaching students to apply the analytical tools of macroeconomics to current events and policies.

  • TVS.001214_James D. Gwartney, Richard L. Stroup, Russell S. Sobel, David Macpherson - Macroeconomics_ Private and Public Choice (13th Edition) (2010)_1.pdf.jpg
  • Sách/Book


  • Authors: James D. Gwartney (2011)

  • The new edition reflects current economic conditions, helping students apply economic principles to the world around them. You'll find analysis and explanation of measures of economic activity applied to today's markets and highlighting the recession of 2008-2009, plus text on the lives and contributions of notable economists. Common economic myths are dispelled, and the "invisible hand" metaphor is applied to economic theory, demonstrating how it works to stimulate the economy.

  • TVS.001220_Leslie Lipschitz_ Susan Schadler - Macroeconomics for Professionals_ A Guide for Analysts and Those Who Need to Understand Them-Cambridge University Press (2019)_1.pdf.jpg
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  • Authors: Leslie Lipschitz (2019)

  • Understanding macroeconomic developments and policies in the twenty-first century is daunting: policy-makers face the combined challenges of supporting economic activity and employment, keeping inflation low and risks of financial crises at bay, and navigating the ever-tighter linkages of globalization. Many professionals face demands to evaluate the implications of developments and policies for their business, financial, or public policy decisions. Macroeconomics for Professionals provides a concise, rigorous, yet intuitive framework for assessing a country's macroeconomic outlook and policies. Drawing on years of experience at the International Monetary Fund, Leslie Lipschitz and Su...

  • TVS.001296_James C. W. Ahiakpor - Macroeconomics without the Errors of Keynes_ The Quantity Theory of Money, Saving, and Policy-Routledge (2019 )_1.pdf.jpg
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  • Authors: James C.W. Ahiakpor (2019)

  • This book pinpoints as the source of this confusion errors made by Keynes in his reading of classical macroeconomics, in particular the classical Quantity Theory and the meaning of saving. It argues that if these misunderstandings are resolved, it will lead to economic policies consistent with promoting the employment and economic growth that Keynes was seeking. The book will be crucial reading for all scholars with an interest in the foundations of Keynes’s theories, and anyone seeking to understand current debates regarding macroeconomic policy-making.

  • TVS.001104- Macroeconomics_ Policy and Practice_1.pdf.jpg
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  • Authors: Frederic Mishkin (2015)

  • Policy and Practice, Second Edition draws on the rich tapestry of recent economic events to help readers understand the policy issues debated by the media and the public at large during these trying times. Building on his expertise in macroeconomic policy making at the Federal Reserve, author Frederic S. Mishkin provides detailed, step-by-step explanations of all models and highlights the techniques used by policy makers in practic

  • TVS.002724_Alan S. Blinder_ John L. Solow_ William J. Baumol - Macroeconomics _ principles and policy-Brooks_Cole Cengage Learning (2020)_1.pdf.jpg
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  • Authors: William Baumol (2019)

  • This book is one of the most up-to-date macroeconomics texts on the market -- incorporating data and issues as recent as 2018. The authors combine the right level of rigor and detail to clarify even the most complicated macroeconomic concepts. An entirely new chapter closes the book by delving into some of the most important issues confronting the U.S. economy today. Throughout this edition, well-developed examples, intriguing puzzles and meaningful macroeconomic issues provide an excellent balance of theory to application while keeping you engaged and intrigued.

  • TVS.003186_Madonna Music_2000_1.pdf.jpg
  • Recording, musical


  • Authors: Madonna (2000)

  • "Music" is a song recorded by American singer Madonna as the title track for her eighth studio album (2000). It was released as the lead single from the album on August 21, 2000, by Maverick and Warner Bros. Records. "Music" was inspired by a Sting concert Madonna attended and was written and produced by her with Mirwais Ahmadzaï. It is a disco, electro-funk and dance-pop song in a static key of G minor. Madonna's vocals are electronically manipulated in the track, with the lyrics having political and social undertones and reiterating the uniting power of music.

  • TVS.004210__Timothy Samara - Making and Breaking the Grid_ A Graphic Design Layout Workshop-Rockport Publishers (2017)-1.pdf.jpg
  • Sách/Book


  • Authors: Timothy Samara (2017)

  • With this book you will: learn how grids work. be inspired to explore new concepts for using-or not using-grids. discover achievable alternatives for boring layouts. get the results you want using fresh design elements. learn designers' processes via fascinating case studies. see numerous examples of successful layouts created with and without grids. communicate ideas effectively using visual language.