List of all posted books

So far we have a total of 1259 books


Algorithmic Aspects of Machine Learning

Post date: 24 Feb 2021
This is a monograph based on the class "Algorithmic Aspects of Machine Learning" taught at MIT in Fall 2013, Spring 2015 and Fall 2017.
Publication date: 01 Jan 2018
Document Type: Lecture Notes
 
Algorithmic Aspects of Machine Learning

Algorithmic Aspects of Machine Learning

Post date: 24 Feb 2021
This is a monograph based on the class "Algorithmic Aspects of Machine Learning" taught at MIT in Fall 2013, Spring 2015 and Fall 2017.
Publication date: 01 Jan 2018
Document Type: Lecture Notes


Machine Learning Yearning

Post date: 23 Feb 2021
This book will help you or your team making rapid progress while working on a machine learning application.
Publication date: 01 Jan 2018
Document Type: Book
 
Machine Learning Yearning

Machine Learning Yearning

Post date: 23 Feb 2021
This book will help you or your team making rapid progress while working on a machine learning application.
Publication date: 01 Jan 2018
Document Type: Book


Lifelong Machine Learning

Post date: 22 Feb 2021
This book serves as an introductory text and survey to lifelong learning.
Publisher: Morgan & Claypool Publishers
Publication date: 01 Jan 2017
Document Type: Textbook
 
Lifelong Machine Learning

Lifelong Machine Learning

Post date: 22 Feb 2021
This book serves as an introductory text and survey to lifelong learning.
Publisher: Morgan & Claypool Publishers
Publication date: 01 Jan 2017
Document Type: Textbook


The Coder’s Apprentice - Learning Programming with Python 3

Post date: 20 Feb 2021
"The Coder's Apprentice" is a course book, written by Pieter Spronck, that is aimed at teaching Python 3 to students and teenagers who are completely new to programming.
Publication date: 11 Nov 2017
License: Creative Commons Attribution-NonCommercial 3.0 Unported
Document Type: Textbook
 
The Coder’s Apprentice - Learning Programming with Python 3

The Coder’s Apprentice - Learning Programming with Python 3

Post date: 20 Feb 2021
"The Coder's Apprentice" is a course book, written by Pieter Spronck, that is aimed at teaching Python 3 to students and teenagers who are completely new to programming.
Publication date: 11 Nov 2017
License: Creative Commons Attribution-NonCommercial 3.0 Unported Document Type: Textbook


Competitive Programmer's Handbook

Post date: 19 Feb 2021
A free online book whose purpose is to give the reader a thorough introduction to competitive programming.
Publication date: 03 Jul 2018
Document Type: Book
 
Competitive Programmer's Handbook

Competitive Programmer's Handbook

Post date: 19 Feb 2021
A free online book whose purpose is to give the reader a thorough introduction to competitive programming.
Publication date: 03 Jul 2018
Document Type: Book


Computer Science I

Post date: 18 Feb 2021
A text book for Computer Science I at the University of Nebraska-Lincoln, covering CS1 topics in a generic manner using psuedocode with supplemental parts for specific languages (including Java, C, and PHP currently).
Publication date: 09 Aug 2018
License: Creative Commons Attribution-ShareAlike 4.0 International
Document Type: Textbook
 
Computer Science I

Computer Science I

Post date: 18 Feb 2021
A text book for Computer Science I at the University of Nebraska-Lincoln, covering CS1 topics in a generic manner using psuedocode with supplemental parts for specific languages (including Java, C, and PHP currently).
Publication date: 09 Aug 2018
License: Creative Commons Attribution-ShareAlike 4.0 International Document Type: Textbook


Linear Algebra And Analysis

Post date: 15 Feb 2021
This is on linear algebra and its interaction with analysis. It emphasizes the main ideas, both algebraic and geometric and attempts to present these ideas as quickly as possible without being overly terse.
Publisher: Self-publishing
Publication date: 13 Jan 2018
Document Type: Textbook
 
Linear Algebra And Analysis

Linear Algebra And Analysis

Post date: 15 Feb 2021
This is on linear algebra and its interaction with analysis. It emphasizes the main ideas, both algebraic and geometric and attempts to present these ideas as quickly as possible without being overly terse.
Publisher: Self-publishing
Publication date: 13 Jan 2018
Document Type: Textbook


Sysadmin eBook: Making Servers Work

Post date: 12 Feb 2021
This book highlights practical sysadmin skills, common architectures that you’ll encounter, and best practices that apply to automating and running systems at any scale, from one laptop or server to 1,000 or more.
Publisher: DigitalOcean
Publication date: 26 Mar 2020
License: Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International
Document Type: Book
 
Sysadmin eBook: Making Servers Work

Sysadmin eBook: Making Servers Work

Post date: 12 Feb 2021
This book highlights practical sysadmin skills, common architectures that you’ll encounter, and best practices that apply to automating and running systems at any scale, from one laptop or server to 1,000 or more.
Publisher: DigitalOcean
Publication date: 26 Mar 2020
License: Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International Document Type: Book


Foundations of Machine Learning, Second Edition

Post date: 05 Feb 2021
A new edition of a graduate-level machine learning textbook that focuses on the analysis and theory of algorithms.
Publisher: The MIT Press
Publication date: 25 Dec 2018
License: The MIT License (MIT)
Document Type: Textbook
 
Foundations of Machine Learning, Second Edition

Foundations of Machine Learning, Second Edition

Post date: 05 Feb 2021
A new edition of a graduate-level machine learning textbook that focuses on the analysis and theory of algorithms.
Publisher: The MIT Press
Publication date: 25 Dec 2018
License: The MIT License (MIT) Document Type: Textbook


A Brief Introduction to Machine Learning for Engineers

Post date: 29 Nov 2020
This monograph aims at providing an introduction to key concepts, algorithms, and theoretical results in machine learning. The treatment concentrates on probabilistic models for supervised and unsupervised learning problems.
Publisher: Now Publishers
Publication date: 17 May 2018
Document Type: Book
 
A Brief Introduction to Machine Learning for Engineers

A Brief Introduction to Machine Learning for Engineers

Post date: 29 Nov 2020
This monograph aims at providing an introduction to key concepts, algorithms, and theoretical results in machine learning. The treatment concentrates on probabilistic models for supervised and unsupervised learning problems.
Publisher: Now Publishers
Publication date: 17 May 2018
Document Type: Book


Pattern Recognition and Machine Learning

Post date: 28 Nov 2020
This textbook provides a comprehensive introduction to the fields of pattern recognition and machine learning. It is aimed at advanced undergraduates or first-year PhD students, as well as researchers and practitioners.
Publisher: Springer-Verlag GmbH
Publication date: 17 Aug 2006
Document Type: Textbook
 
Pattern Recognition and Machine Learning

Pattern Recognition and Machine Learning

Post date: 28 Nov 2020
This textbook provides a comprehensive introduction to the fields of pattern recognition and machine learning. It is aimed at advanced undergraduates or first-year PhD students, as well as researchers and practitioners.
Publisher: Springer-Verlag GmbH
Publication date: 17 Aug 2006
Document Type: Textbook


Free and Open Machine Learning

Post date: 30 Jul 2020
This book describes an open machine learning architecture. Including key aspects that are involved for real business use. It focuses on FOSS machine learning software and open datasets.
Publisher: The Business Management Support Foundation
Publication date: 04 Jul 2020
License: Creative Commons Attribution-ShareAlike 4.0 International
Document Type: Book
 
Free and Open Machine Learning

Free and Open Machine Learning

Post date: 30 Jul 2020
This book describes an open machine learning architecture. Including key aspects that are involved for real business use. It focuses on FOSS machine learning software and open datasets.
Publisher: The Business Management Support Foundation
Publication date: 04 Jul 2020
License: Creative Commons Attribution-ShareAlike 4.0 International Document Type: Book


A Whirlwind Tour of Python

Post date: 29 Jul 2020
This free e-book is a fast-paced intro to Python aimed at researchers and engineers.
Publisher: O’Reilly Media, Inc.
Publication date: 01 Aug 2016
License: Creative Commons CC0 “No Rights Reserved”
Document Type: Book
 
A Whirlwind Tour of Python

A Whirlwind Tour of Python

Post date: 29 Jul 2020
This free e-book is a fast-paced intro to Python aimed at researchers and engineers.
Publisher: O’Reilly Media, Inc.
Publication date: 01 Aug 2016
License: Creative Commons CC0 “No Rights Reserved” Document Type: Book


Python Data Science Handbook

Post date: 28 Jul 2020
The book introduces the core libraries essential for working with data in Python: particularly IPython, NumPy, Pandas, Matplotlib, Scikit-Learn, and related packages. Familiarity with Python as a language is assumed.
Publisher: O’Reilly Media, Inc.
Publication date: 01 Nov 2016
License: Creative Commons Attribution-NonCommercial-NoDerivs 3.0 United States
Document Type: Book
 
Python Data Science Handbook

Python Data Science Handbook

Post date: 28 Jul 2020
The book introduces the core libraries essential for working with data in Python: particularly IPython, NumPy, Pandas, Matplotlib, Scikit-Learn, and related packages. Familiarity with Python as a language is assumed.
Publisher: O’Reilly Media, Inc.
Publication date: 01 Nov 2016
License: Creative Commons Attribution-NonCommercial-NoDerivs 3.0 United States Document Type: Book


How To Code in Python 3

Post date: 27 Jul 2020
An introduction to computer programming with Python 3. Helps the readers in learning the key concepts of Python and understanding how programs work while also imparting foundational logic that can serve the readers in other domains.
Publisher: DigitalOcean
Publication date: 01 Feb 2018
License: Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International
Document Type: Book
 
How To Code in Python 3

How To Code in Python 3

Post date: 27 Jul 2020
An introduction to computer programming with Python 3. Helps the readers in learning the key concepts of Python and understanding how programs work while also imparting foundational logic that can serve the readers in other domains.
Publisher: DigitalOcean
Publication date: 01 Feb 2018
License: Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International Document Type: Book


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