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 Название: Machine Learning: A Bayesian and Optimization Perspective Second Edition
Автор: Sergios Theodoridis
Издательство: Academic Press
Год: 2020
Формат: True PDF
Страниц: 1146
Размер: 21 Mb
Язык: English
Machine Learning: A Bayesian and Optimization Perspective, 2nd edition, gives a unified perspective on machine learning by covering both pillars of supervised learning, namely regression and classification. The book starts with the basics, including mean square, least squares and maximum likelihood methods, ridge regression, Bayesian decision theory classification, logistic regression, and decision trees. It then progresses to more recent techniques, covering sparse modelling methods, learning in reproducing kernel Hilbert spaces and support vector machines, Bayesian inference with a focus on the EM algorithm and its approximate inference variational versions, Monte Carlo methods, probabilistic graphical models focusing on Bayesian networks, hidden Markov models and particle filtering. Dimensionality reduction and latent variables modelling are also considered in depth.
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Разместил: bomboane 21-04-2020, 14:58 | Комментарии: 0 | Подробнее
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 Название: The basic concepts of OOP in C# Learn conceptually in simple language
Автор: Hani Marzban
Издательство: Amazon.com Services LLC
Год: 2018
Формат: epub/pdf(conv.)
Страниц: 63
Размер: 2.1 Mb
Язык: English
This book helps interested audiences to get familiar with the basics of the object-oriented programming paradigm in C# faster, for the author has written this book in the simple language, used extremely simple examples; however, being at least junior level in C#.Net is preferred. Moreover, the important points have emboldened and underlined too. | |
Разместил: bomboane 21-04-2020, 14:48 | Комментарии: 0 | Подробнее
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 Название: Machine Learning: The Ultimate Guide to Understand AI Big Data Analytics and the Machine Learning’s Building Block Application in Modern Life
Автор: Ryan Berry
Издательство: Amazon.com Services LLC
Год: 2020
Формат: PDF
Страниц: 138
Размер: 0.6 Mb
Язык: English
If you are finding it difficult to read thick manuals with formulae, but still very much interested in modern technologies and their applications, then this book is for you.
By the end of the book you will learn about big data, Internet of Things (IoT), data science, big data technologies, artificial intelligence (AI), machine learning (ML) algorithms, neural networks, and why this could be relevant to you even if you don't have technology or data science background. Please note that this is NOT TECHNICAL TRAINING and it does NOT teach Coding/Development. | |
Разместил: bomboane 21-04-2020, 14:07 | Комментарии: 0 | Подробнее
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 Название: Full Stack Serverless (Early Release)
Автор: Nader Dabit
Издательство: O'Reilly Media
Год: 2020-02-20
Формат: EPUB
Страниц: 100
Размер: 10 Mb
Язык: English
With a new generation of services and frameworks, frontend and mobile developers can use their existing skill set to build full stack applications by leveraging the cloud. Developers can build robust applications with production-ready features such as authentication, APIs, data layers, machine learning, chatbots, and AR scenes more easily than ever by taking advantage of these new serverless and cloud technologies. This practical guide explains how.
Nader Dabit, developer advocate at Amazon Web Services, shows developers how to build full stack applications using React, AWS, GraphQL, and the Amplify Framework. You’ll learn how to create and incorporate services into your client applications while exploring general best practices, deployment strategies, continuous integration and delivery, and rich media management along the way. | |
Разместил: vitvikvas 21-04-2020, 13:56 | Комментарии: 1 | Подробнее
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 Название: Python Data Science: The Utimate Crash Course for Beginners. Learn Python in a Week and Master It
Автор: Press Computer Programming
Издательство: Press Computer Programming
Год: 2020
Страниц: 239
Язык: английский
Формат: pdf, rtf
Размер: MB
Have you ever wondered if there is a method to learn Python in less than a week?
Most probably yes, but… there is a “secret” formula to get it done. That’s right, Python is friendly language, but you need to learn it the right way.
Especially if you want to start learning dozens of different methods to launch your career as a Python programmer. Correct, you can’t afford to wait months, or even years to learn a new language. | |
Разместил: Ingvar16 21-04-2020, 13:56 | Комментарии: 0 | Подробнее
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 Название: Machine Learning with Python: Advanced and Effective Strategies Using Machine Learning with Python Theories
Автор: Ethan Williams
Издательство: Amazon.com Services LLC
Год: 2020
Формат: PDF
Страниц: 102
Размер: 1 Mb
Язык: English
Are you eager to use advanced Machine Learning methods with Python? Are you looking forward to automating simple things using the power of the keyboard, but you have no idea how to achieve it?
Machine learning is a vast field and expanding at supersonic speed. Python evolution is an ongoing process and lives up to the hype. The field goes beyond robotics and data finance to finance applications.
When you use machine learning and python programming in the right way, they have the capability of changing the lives of people around the world. In this advanced book, we are going to break down the advanced features of this new technology to advance your skills as an IT enthusiast. | |
Разместил: bomboane 21-04-2020, 13:02 | Комментарии: 0 | Подробнее
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 Название: Python for Data Analysis: The Ultimate Beginner's Guide to Learn The Basics Of Data Analysis, Pandas and Python Statistics
Автор: Cooper Turner
Издательство: Amazon.com Services LLC
Год: 2020
Формат: epub/pdf(conv.)
Страниц: 117
Размер: 1 Mb
Язык: English
Here are just a few things you are going to get out of this book:
The foundation of Python Programming
Step-by-step strategies to use Python for Data Analysis
How Coding with Python works, and why you need to understand it?.. | |
Разместил: bomboane 21-04-2020, 02:07 | Комментарии: 0 | Подробнее
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 Название: Machine Learning with Python: The Ultimate Guide for Absolute Beginners with Steps to Implement Artificial Neural Networks with Real Examples (Useful Python Tools eg. Anaconda, Jupiter Notebook)
Автор: Daniel Geron
Издательство: Amazon.com Services LLC
Год: 2019
Формат: PDF
Страниц: 133
Размер: 2.3 Mb
Язык: English
Through this book, you will learn:
• Principles of machine learning
• Types of machine learning: supervised, unsupervised, semi-supervised, and reinforcement learning
• Advantages of each type of machine learning | |
Разместил: bomboane 21-04-2020, 01:56 | Комментарии: 0 | Подробнее
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 Название: Artificial Intelligence: 4 books in 1: AI For Beginners + AI For Business + Machine Learning For Beginners + Machine Learning And Artificial Intelligence
Автор: Chris Neil
Издательство: Amazon.com Services LLC
Год: 2020
Формат: PDF
Страниц: 384
Размер: 2.8 Mb
Язык: English
This bundle contains the following books:
Artificial Intelligence for beginners: You will learn a modern approach to artificial intelligence, the basics of AI and how to put it into practice in your everyday life.
Artificial Intelligence for business: You will find helpful and concise chapters on AI topics, which can be applied to the business. The chapters draw upon real-life experiences and sources that can help you to grow your business.
Machine Learning for beginners: You will understand what machine learning is, how it works and how is correlated to artificial intelligence and deep learning
Machine Learning and Artificial Intelligence: In this final part you will find a broad overview of these technologies and the answers to the most frequently asked questions: will artificial intelligence change our privacy? | |
Разместил: bomboane 21-04-2020, 01:29 | Комментарии: 0 | Подробнее
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 Название: Machine Learning with Python: The Ultimate Guide to Learn Machine Learning Algorithms. Includes a Useful Section about Analysis, Data Mining and Artificial Intelligence in Business Applications
Автор: ML and AI Academy
Издательство: ML and AI Academy
Год: 2019
Формат: epub/pdf(conv.)
Страниц: 185
Размер: 4 Mb
Язык: English
Some of the highlights of this book include:
Deep dive into the data mining process, the benefits of using data mining technology, the challenges facing the data mining technology and learn about some data mining tools that you can leverage for your business.
Gain an in-depth understanding of various machine-learning algorithms do assess the best Machine-learning algorithm applicable to your business model.
Dig deep into the development and application of some of the most popular supervised and unsupervised machine learning algorithms. | |
Разместил: bomboane 21-04-2020, 01:19 | Комментарии: 0 | Подробнее
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