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Mcmc from scratch, Hanada, Masanori Matsuura, So


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Автор: Hanada, Masanori Matsuura, So
Название:  Mcmc from scratch
ISBN: 9789811927140
Издательство: Springer
Классификация:




ISBN-10: 9811927146
Обложка/Формат: Hardback
Страницы: 194
Вес: 0.51 кг.
Дата издания: 28.07.2022
Язык: English
Издание: 1st ed. 2022
Иллюстрации: 24 illustrations, color; 45 illustrations, black and white; ix, 194 p. 69 illus., 24 illus. in color.
Размер: 161 x 242 x 16
Читательская аудитория: Professional & vocational
Подзаголовок: A practical introduction to markov chain monte carlo
Ссылка на Издательство: Link
Рейтинг:
Поставляется из: Германии
Описание: This textbook explains the fundamentals of Markov Chain Monte Carlo (MCMC) without assuming advanced knowledge of mathematics and programming. MCMC is a powerful technique that can be used to integrate complicated functions or to handle complicated probability distributions. MCMC is frequently used in diverse fields where statistical methods are important – e.g. Bayesian statistics, quantum physics, machine learning, computer science, computational biology, and mathematical economics. This book aims to equip readers with a sound understanding of MCMC and enable them to write simulation codes by themselves. The content consists of six chapters. Following Chap. 2, which introduces readers to the Monte Carlo algorithm and highlights the advantages of MCMC, Chap. 3 presents the general aspects of MCMC. Chap. 4 illustrates the essence of MCMC through the simple example of the Metropolis algorithm. In turn, Chap. 5 explains the HMC algorithm, Gibbs sampling algorithm and Metropolis-Hastings algorithm, discussing their pros, cons and pitfalls. Lastly, Chap. 6 presents several applications of MCMC. Including a wealth of examples and exercises with solutions, as well as sample codes and further math topics in the Appendix, this book offers a valuable asset for students and beginners in various fields.
Дополнительное описание: Chapter 1: Introduction.- Chapter 2: What is the Monte Carlo method?.- Chapter 3: General Aspects of Markov Chain Monte Carlo.- Chapter 4: Metropolis Algorithm.- Chapter 5: Other Useful Algorithms.- Chapter 6: Applications of Markov Chain Monte Carlo.


How to Master Chess in 3 Days [2 Books in 1]: The Pro Chess Handbook to Learn from Scratch the Best Opening and Middlegame Strategies

Автор: Morphy Robert
Название: How to Master Chess in 3 Days [2 Books in 1]: The Pro Chess Handbook to Learn from Scratch the Best Opening and Middlegame Strategies
ISBN: 1801847002 ISBN-13(EAN): 9781801847001
Издательство: Неизвестно
Рейтинг:
Цена: 34010.00 T
Наличие на складе: Нет в наличии.
Описание:

"55% OFF for Bookstores Discounted Retail Price NOW "

Are your customers looking for playing chess like a champ?

Do you want to make sure that by buying just one book they will come back to buy again and again?

Then, You Need this Bundle in Your Library and... Your Customers Will Never Stop to Use and Gift It

? - WHY THIS BOOK CAN HELP YOUR CUSTOMERS

From Netflix's "The Queen's Gambit" to podcasts, virtual and mobile gaming, and beyond, chess is back in a big way. But, with all those kings, queens, and knights, chess can be a royal pain to grasp.


Whether your customers are playing chess online, in a tournament, or across the dining room table with a family member or friend, this hands-on guide is sure to capture their interest, getting them up to speed on the game and its components and giving them the know-how they need to put the principles of play into action.

Your customer will:

- Grasp the rules of play and the nuances of the first phase of the game

- Be equipped with the tools and strategies to plan a winning strategy

- Discover tens of high-quality pictures with idiot-proof instructions

- Find out 100+1 opening, middle-game and end-game strategies

- And much more...

If your customer feels like he's in a stalemate before he even begins a game, this 2021 updated handbook is the guide he deserves to forcing moves, raking bishops, and skewering the opponents like a true champion.

Click the "BUY NOW" Button, Buy THOUSANDS of Copies and Let Your Customers Rob Your Library


Medical statistics from scratch

Автор: Bowers, David
Название: Medical statistics from scratch
ISBN: 0470513012 ISBN-13(EAN): 9780470513019
Издательство: Wiley
Рейтинг:
Цена: 40120.00 T
Наличие на складе: Поставка под заказ.
Описание: The second edition of this highly successful, user-friendly book, continues to provide an excellent foundation in statistics for the uninitiated, making it ideal for both students and professionals in health care and medicine who may be either approachi

How to Master Chess in 3 Days [2 Books in 1]: The Pro Chess Handbook to Learn from Scratch the Best Opening and Middlegame Strategies

Автор: Morphy Robert
Название: How to Master Chess in 3 Days [2 Books in 1]: The Pro Chess Handbook to Learn from Scratch the Best Opening and Middlegame Strategies
ISBN: 1801847029 ISBN-13(EAN): 9781801847025
Издательство: Неизвестно
Рейтинг:
Цена: 44130.00 T
Наличие на складе: Нет в наличии.
Описание:

"55% OFF for Bookstores Discounted Retail Price NOW "

Are your customers looking for playing chess like a champ?

Do you want to make sure that by buying just one book they will come back to buy again and again?

Then, You Need this Bundle in Your Library and... Your Customers Will Never Stop to Use and Gift It

? - WHY THIS BOOK CAN HELP YOUR CUSTOMERS

From Netflix's "The Queen's Gambit" to podcasts, virtual and mobile gaming, and beyond, chess is back in a big way. But, with all those kings, queens, and knights, chess can be a royal pain to grasp.


Whether your customers are playing chess online, in a tournament, or across the dining room table with a family member or friend, this hands-on guide is sure to capture their interest, getting them up to speed on the game and its components and giving them the know-how they need to put the principles of play into action.

Your customer will:

- Grasp the rules of play and the nuances of the first phase of the game

- Be equipped with the tools and strategies to plan a winning strategy

- Discover tens of high-quality pictures with idiot-proof instructions

- Find out 100+1 opening, middle-game and end-game strategies

- And much more...

If your customer feels like he's in a stalemate before he even begins a game, this 2021 updated handbook is the guide he deserves to forcing moves, raking bishops, and skewering the opponents like a true champion.

Click the "BUY NOW" Button, Buy THOUSANDS of Copies and Let Your Customers Rob Your Library


Likelihood, Bayesian, and MCMC Methods in Quantitative Genetics

Автор: Daniel Sorensen; Daniel Gianola
Название: Likelihood, Bayesian, and MCMC Methods in Quantitative Genetics
ISBN: 1441929975 ISBN-13(EAN): 9781441929976
Издательство: Springer
Рейтинг:
Цена: 174130.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This book, suitable for numerate biologists and for applied statisticians, provides the foundations of likelihood, Bayesian and MCMC methods in the context of genetic analysis of quantitative traits.

Discretization and MCMC Convergence Assessment

Автор: Christian P. Robert
Название: Discretization and MCMC Convergence Assessment
ISBN: 0387985913 ISBN-13(EAN): 9780387985916
Издательство: Springer
Рейтинг:
Цена: 111790.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: The development of Markov Chain in Monte Carlo Methods allow Bayesian statisticians to perform computations that were impossible just a few years ago. This book is of interest to researchers in this active area.

Python Machine Learning for Beginners: Learning from scratch NumPy, Pandas, Matplotlib, Seaborn, Scikitlearn, and TensorFlow for Machine Learning and

Автор: Publishing Ai
Название: Python Machine Learning for Beginners: Learning from scratch NumPy, Pandas, Matplotlib, Seaborn, Scikitlearn, and TensorFlow for Machine Learning and
ISBN: 1734790156 ISBN-13(EAN): 9781734790153
Издательство: Неизвестно
Цена: 28730.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Python Machine Learning for BeginnersMachine Learning (ML) and Artificial Intelligence (AI) are here to stay. Yes, that's right. Based on a significant amount of data and evidence, it's obvious that ML and AI are here to stay.Consider any industry today. The practical applications of ML are really driving business results. Whether it's healthcare, e-commerce, government, transportation, social media sites, financial services, manufacturing, oil and gas, marketing and salesYou name it. The list goes on. There's no doubt that ML is going to play a decisive role in every domain in the future.But what does a Machine Learning professional do?A Machine Learning specialist develops intelligent algorithms that learn from data and also adapt to the data quickly. Then, these high-end algorithms make accurate predictions.

Python Machine Learning for Beginners presents you with a hands-on approach to learn ML fast.How Is This Book Different?AI Publishing strongly believes in learning by doing methodology. With this in mind, we have crafted this book with care. You will find that the emphasis on the theoretical aspects of machine learning is equal to the emphasis on the practical aspects of the subject matter.You'll learn about data analysis and visualization in great detail in the first half of the book. Then, in the second half, you'll learn about machine learning and statistical models for data science.Each chapter presents you with the theoretical framework behind the different data science and machine learning techniques, and practical examples illustrate the working of these techniques.When you buy this book, your learning journey becomes so much easier. The reason is you get instant access to all the related learning material presented with this book--references, PDFs, Python codes, and exercises--on the publisher's website. All this material is available to you at no extra cost. You can download the ML datasets used in this book at runtime, or you can access them via the Resources/Datasets folder.You'll also find the short course on Python programming in the second chapter immensely useful, especially if you are new to Python. Since this book gives you access to all the Python codes and datasets, you only need access to a computer with the internet to get started. The topics covered include:

  • Introduction and Environment Setup
  • Python Crash Course
  • Python NumPy Library for Data Analysis
  • Introduction to Pandas Library for Data Analysis
  • Data Visualization via Matplotlib, Seaborn, and Pandas Libraries
  • Solving Regression Problems in ML Using Sklearn Library
  • Solving Classification Problems in ML Using Sklearn Library
  • Data Clustering with ML Using Sklearn Library
  • Deep Learning with Python TensorFlow 2.0
  • Dimensionality Reduction with PCA and LDA Using Sklearn
Click the BUY NOW button to start your Machine Learning journey.
How to Master Chess in 3 Days [2 Books in 1]: The Pro Chess Handbook to Learn from Scratch the Best Opening and Middlegame Strategies

Автор: Morphy Robert
Название: How to Master Chess in 3 Days [2 Books in 1]: The Pro Chess Handbook to Learn from Scratch the Best Opening and Middlegame Strategies
ISBN: 1801847037 ISBN-13(EAN): 9781801847032
Издательство: Неизвестно
Рейтинг:
Цена: 45970.00 T
Наличие на складе: Нет в наличии.
Описание:

"55% OFF for Bookstores Discounted Retail Price NOW "

Are your customers looking for playing chess like a champ?

Do you want to make sure that by buying just one book they will come back to buy again and again?

Then, You Need this Bundle in Your Library and... Your Customers Will Never Stop to Use and Gift It

? - WHY THIS BOOK CAN HELP YOUR CUSTOMERS

From Netflix's "The Queen's Gambit" to podcasts, virtual and mobile gaming, and beyond, chess is back in a big way. But, with all those kings, queens, and knights, chess can be a royal pain to grasp.


Whether your customers are playing chess online, in a tournament, or across the dining room table with a family member or friend, this hands-on guide is sure to capture their interest, getting them up to speed on the game and its components and giving them the know-how they need to put the principles of play into action.

Your customer will:

- Grasp the rules of play and the nuances of the first phase of the game

- Be equipped with the tools and strategies to plan a winning strategy

- Discover tens of high-quality pictures with idiot-proof instructions

- Find out 100+1 opening, middle-game and end-game strategies

- And much more...

If your customer feels like he's in a stalemate before he even begins a game, this 2021 updated handbook is the guide he deserves to forcing moves, raking bishops, and skewering the opponents like a true champion.

Click the "BUY NOW" Button, Buy THOUSANDS of Copies and Let Your Customers Rob Your Library


How to Master Chess in 3 Days [2 Books in 1]: The Pro Chess Handbook to Learn from Scratch the Best Opening and Middlegame Strategies

Автор: Morphy Robert
Название: How to Master Chess in 3 Days [2 Books in 1]: The Pro Chess Handbook to Learn from Scratch the Best Opening and Middlegame Strategies
ISBN: 1801847010 ISBN-13(EAN): 9781801847018
Издательство: Неизвестно
Рейтинг:
Цена: 41370.00 T
Наличие на складе: Нет в наличии.
Описание:

"55% OFF for Bookstores Discounted Retail Price NOW "

Are your customers looking for playing chess like a champ?

Do you want to make sure that by buying just one book they will come back to buy again and again?

Then, You Need this Bundle in Your Library and... Your Customers Will Never Stop to Use and Gift It

? - WHY THIS BOOK CAN HELP YOUR CUSTOMERS

From Netflix's "The Queen's Gambit" to podcasts, virtual and mobile gaming, and beyond, chess is back in a big way. But, with all those kings, queens, and knights, chess can be a royal pain to grasp.


Whether your customers are playing chess online, in a tournament, or across the dining room table with a family member or friend, this hands-on guide is sure to capture their interest, getting them up to speed on the game and its components and giving them the know-how they need to put the principles of play into action.

Your customer will:

- Grasp the rules of play and the nuances of the first phase of the game

- Be equipped with the tools and strategies to plan a winning strategy

- Discover tens of high-quality pictures with idiot-proof instructions

- Find out 100+1 opening, middle-game and end-game strategies

- And much more...

If your customer feels like he's in a stalemate before he even begins a game, this 2021 updated handbook is the guide he deserves to forcing moves, raking bishops, and skewering the opponents like a true champion.

Click the "BUY NOW" Button, Buy THOUSANDS of Copies and Let Your Customers Rob Your Library


Python Algorithms: A Complete Guide to Learn Python for Data Analysis, Machine Learning, and Coding from Scratch

Автор: Scratch Michael And Eric
Название: Python Algorithms: A Complete Guide to Learn Python for Data Analysis, Machine Learning, and Coding from Scratch
ISBN: 1801326967 ISBN-13(EAN): 9781801326964
Издательство: Неизвестно
Рейтинг:
Цена: 18280.00 T
Наличие на складе: Нет в наличии.
Описание:

Do you love sitting in front of a computer writing code all day long? Are you ready to increase your programming skills and learn python for data analysis and machine learning?

If you are a Python lover and looking to learn EVERYTHING you need to learn about the Python approach to algorithm design and analysis, this complete guide is exactly what you need.

This book gives specific details and explanations of the Python approach to algorithm design and analysis.

Written by expert developers, this guide sharply focuses on classical algorithms and provides a solid understanding of basic algorithmic problem-solving methods.


With this guide in your hands, you will learn:


Computer science and programming practice learning goals, review questions, programming exercises in every chapter

Algorithmic hypothesis and advanced and introductory data structures and algorithm topics

The concept of computational complexity that shows what can and can't be computed so programmers can make sound judgments regarding the algorithms they use

Programming methods that show the ideas and methods needed in developing software

Python software and Python language ideas and methods needed in developing software

And much more like machine learning, performance metrics, and technical indicators


The most effective way you have to start learning python for data analysis and machine learning is to read this complete and ultimate guide.


Change the way you see python algorithms by using these precious bits of advice curated by expert programmers.


Order Your Copy and Start Learning Python Algorithms Today




Statistical Thinking from Scratch: A Primer for Scientists

Автор: Edge M. D.
Название: Statistical Thinking from Scratch: A Primer for Scientists
ISBN: 0198827628 ISBN-13(EAN): 9780198827627
Издательство: Oxford Academ
Рейтинг:
Цена: 232970.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Focuses on detailed instruction in a single statistical technique, simple linear regression (SLR), with the goal of gaining tools, understanding, and intuition that can be applied to other contexts.

Statistical Thinking from Scratch

Автор: Edge M D
Название: Statistical Thinking from Scratch
ISBN: 0198827636 ISBN-13(EAN): 9780198827634
Издательство: Oxford Academ
Рейтинг:
Цена: 47510.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Focuses on detailed instruction in a single statistical technique, simple linear regression (SLR), with the goal of gaining tools, understanding, and intuition that can be applied to other contexts.

Machine Learning Book Python: The Perfect Handbook For Building A Top-Notch Code In Scratch And Using Python Data Science Programming To Elevate You

Автор: Scratch Michael And Eric
Название: Machine Learning Book Python: The Perfect Handbook For Building A Top-Notch Code In Scratch And Using Python Data Science Programming To Elevate You
ISBN: 1801326959 ISBN-13(EAN): 9781801326957
Издательство: Неизвестно
Рейтинг:
Цена: 18280.00 T
Наличие на складе: Нет в наличии.
Описание:

Curious To Know More About Python Programming And Would Like To Go Proficient? Then Learn From The Best Tips and Tricks Laid Down In This Powerful Handbook!



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