EFY Times  
Thursday, October 23, 2014

 
GO
 
 

16 Free eBooks On Machine Learning!
 
Home >> Infotech >> Features
 
16 Free eBooks On Machine Learning!  
 
Those involved in the field of Robotics and Artificial Intelligence are well aware of 'Machine Learning'. Here we bring to you 16 ebooks on the discipline, which are free to read and download!   
Rate this news:  (12 Votes)
Saturday, November 16, 2013 Are you interested in the intense, lucrative and adventurous field of Robotics and Artificial Intelligence? Well although they sounds astonishing, but there is indeed a lot of hard work required to excel in these streams. If you too are planning to kick start your career in one of these or if you are already studying and require some resources, here we bring some help with 16 absolutely free ebooks on Machine Learning! Make awesome robots!

free ebooks, Artificial Intelligence, free books on Artificial Intelligence, Artificial Intelligence reference, learn Artificial Intelligence online, robotics, machine learning, free ebooks on machine learning, free ebooks on robotics,




The LION Way: Machine Learning plus Intelligent Optimization
by Roberto Battiti, Mauro Brunato - Lionsolver, Inc., 2013
The introduction of the book says, “Learning and Intelligent Optimization (LION) is the combination of learning from data and optimization applied to solve complex problems. This book is about increasing the automation level and connecting data directly to decisions and actions.”

A Course in Machine Learning
by Hal Daumé III - ciml.info, 2012
The introduction of the book says, “This is a set of introductory materials that covers most major aspects of modern machine learning (supervised and unsupervised learning, large margin methods, probabilistic modeling, etc.). It's focus is on broad applications with a rigorous backbone.”

A First Encounter with Machine Learning
by Max Welling - University of California Irvine, 2011
The introduction of the book says, “The book you see before you is meant for those starting out in the field of machine learning, who need a simple, intuitive explanation of some of the most useful algorithms that our field has to offer. A prelude to the more advanced text books.”

Bayesian Reasoning and Machine Learning
by David Barber - Cambridge University Press, 2011
The introduction of the book says, “The book is designed for final-year undergraduate students with limited background in linear algebra and calculus. Comprehensive and coherent, it develops everything from basics to advanced techniques within the framework of graphical models.”

Introduction to Machine Learning
by Amnon Shashua - arXiv, 2009
The introduction of the book says, “Introduction to Machine learning covering Statistical Inference (Bayes, EM, ML/MaxEnt duality), algebraic and spectral methods (PCA, LDA, CCA, Clustering), and PAC learning (the Formal model, VC dimension, Double Sampling theorem).”

The Elements of Statistical Learning: Data Mining, Inference, and Prediction
by T. Hastie, R. Tibshirani, J. Friedman - Springer, 2009
The introduction of the book says, “This book brings together many of the important new ideas in learning, and explains them in a statistical framework. The authors emphasize the methods and their conceptual underpinnings rather than their theoretical properties.”

Reinforcement Learning
by C. Weber, M. Elshaw, N. M. Mayer - InTech, 2008
The introduction of the book says, “This book describes and extends the scope of reinforcement learning. It also shows that there is already wide usage in numerous fields. Reinforcement learning can tackle control tasks that are too complex for traditional controllers.”

Machine Learning
by Abdelhamid Mellouk, Abdennacer Chebira - InTech, 2009
The introduction of the book says, “Neural machine learning approaches, Hamiltonian neural networks, similarity discriminant analysis, machine learning methods for spoken dialogue simulation and optimization, linear subspace learning for facial expression analysis, and more.”

How Are We To Know?
by Nils J. Nilsson - Stanford University, 2006
The introduction of the book says, “This book is about beliefs -- how we get them and how we evaluate them. It takes the form of a fictional conversation among three people and Gio, an intelligent robot. The level of exposition is neither technical nor deeply philosophical.”

Reinforcement Learning: An Introduction
by Richard S. Sutton, Andrew G. Barto - The MIT Press, 1998
The introduction of the book says, “The book provides a clear and simple account of the key ideas and algorithms of reinforcement learning. It covers the history and the most recent developments and applications. The only necessary mathematical background are concepts of probability.”

Gaussian Processes for Machine Learning
by Carl E. Rasmussen, Christopher K. I. Williams - The MIT Press, 2005
The introduction of the book says, “Gaussian processes provide a principled, practical, probabilistic approach to learning in kernel machines. The treatment is comprehensive and self-contained, targeted at researchers and students in machine learning and applied statistics.”

Machine Learning, Neural and Statistical Classification
by D. Michie, D. J. Spiegelhalter - Ellis Horwood, 1994
The introduction of the book says, “The book provides a review of different approaches to classification, compares their performance on challenging data-sets, and draws conclusions on their applicability to realistic industrial problems. A wide variety of approaches has been taken.”

Introduction To Machine Learning
by Nils J Nilsson, 1997
The introduction of the book says, “This book concentrates on the important ideas in machine learning, to give the reader sufficient preparation to make the extensive literature on machine learning accessible. The author surveys the important topics in machine learning circa 1996.”

Inductive Logic Programming: Techniques and Applications
by Nada Lavrac, Saso Dzeroski - Prentice Hall, 1994
The introduction of the book says, “This book is an introduction to inductive logic programming. It covers empirical inductive logic programming with applications in knowledge acquisition, inductive program synthesis, inductive data engineering, and knowledge discovery in databases.”

Practical Artificial Intelligence Programming in Java
by Mark Watson - Lulu.com, 2008
The introduction of the book says, “The book uses the author's libraries and the best of open source software to introduce AI (Artificial Intelligence) technologies like neural networks, genetic algorithms, expert systems, machine learning, and NLP (natural language processing).”

Information Theory, Inference, and Learning Algorithms
by David J. C. MacKay - Cambridge University Press, 2003
The introduction of the book says, “A textbook on information theory, Bayesian inference and learning algorithms, useful for undergraduates and postgraduates students, and as a reference for researchers. Essential reading for students of electrical engineering and computer science.”



Print Email Post Comment 
(Total Views: 56839)
 
Share

 
 
Infotech News
   
Red Hat Collaborates With SAP To Deploy Mobile Data Management Cartridge For SAP SQL Anywhere On OpenShift
Synise Technologies Ties Up With UK Based CloudBuy For B2B Market Place For Procurement Of Indirect Materials
Quick Heal Reports Increased Incidents Of The CryptoWall Ransomware Infection For Quarter 3
Top 8 Books On Hadoop Technology
20 Tools And Resources For Building And Testing Regular Expressions
 
 
 
     
     
     
     
     
     
Most popular
 

Daily

US Patent Office Issues Reexamination Certificate Confirming The Patentability Of Network-1's Remote Power Patent
Quick Heal Reports Increased Incidents Of The CryptoWall Ransomware Infection For Quarter 3
Qualcomm Drives 802.11ac 2.0 Ecosystem To Bring Faster Wi-Fi Connectivity To Home Networks, Mobile Devices And Consumer Electronics
GoPole Debuts Redesigned Reach And Evo GoPro Camera Accessories
Panasonic Launches On4TodayTM, A Telehealth Service To Keep Residents Of Assisted Living Facilities Connected
Sunrun, OutBack Power Pilot Renewable Energy Storage Systems For Homeowners
TI Introduces Industry’s First Fully Integrated LED Matrix Manager For Adaptive Automotive Headlight Systems
Global Unichip Corporation Uses Cadence Encounter Digital Implementation System To Complete Its First Production Design On TSMC 16FF+ Process
Synise Technologies Ties Up With UK Based CloudBuy For B2B Market Place For Procurement Of Indirect Materials
Red Hat Collaborates With SAP To Deploy Mobile Data Management Cartridge For SAP SQL Anywhere On OpenShift
 
   

Weekly

Android 5.0 Lollipop: 10 Most Exciting Features
Cloudera And Red Hat Forge Big Data Alliance
20 Open Source Alternatives To Video And Audio Apps
5 Ways In Which NFC Can Transform Your World!
Drupal Fixes SQL Injection Flaw In Version 7.32
10 Best Browser Extensions Which You Must Have!
10 Exciting New Open Source Projects!
Top 10 Flaws Of Hadoop That Are Seriously Annoying!
10 Most Powerful Women Shining In The Tech World!
5 Most Exciting Job Opportunities For Video Game Developers
10 Personalities Who Redefined The Internet World!
GPS Technology: Know The Basic Facts
AIC SB122-TO Offers 8Bay NVMe PCIe SSD Server Solution In 1U
Here Are The Devices Poised To Get Google Android 5.0 Lollipop
LED Technology: Know The Basic Facts!
Intex Aqua Style X And WIIO Wi5 Exclusively Available On ebay.in
 
   

Overall

Agility Systems Deals in:

Document Management System for law firms
Features
Top 8 Books On Hadoop Technology
Let's discuss 8 best books to learn Hadoop and how to get started with it....
20 Tools And Resources For Building And Testing Regular Expressions
Here we'll provide a list of 20 best tools and resources which will help you in writing regular expressions in a more streamlined way....
10 Scariest Hacking Incidents In The World!
A detailed report about the scariest side of hacking was recently released by WebHostingBuzz which gives us a list 10 scariest hacks and also possibi...
8 Best SVG Tools For Web Developers
There are some useful SVG tools which will of great help for any aspiring SVG developer. Take a look at the 8 best ones....
Top 8 Resources To Get Started With Go Programming Language
Go is a very well-structured language which has a syntax like the C language and it's very easy to learn....
Top 10 Big Data Technologies Of Present Times
Over last few years Big Data technologies are getting due attention and there are several trends and innovations in this space in recent times....
Top 10 Unexplored Areas In Java Programming Language
Here we will give you a list of 10 most unexplored areas of Java....
10 Best Practices An Independent Developer Should Follow!
Being an independent developer means you have to think beyond coding, about all partnerships and business prospective too....
10 Necessities For Modern Cloud Storage System
Here we will present a list of 10 requirements in the new generation cloud storage system of the 21st century....
10 Technologies Transforming Developers' World!
Here we'll discuss top ten technologies which are changing the nature of programming....
Ubuntu Turns 10! Here's All You Should Know!
On the occasion of 10th anniversary of Ubuntu, let's take a look at brief history of this renowned desktop distribution....
Android 5.0 Lollipop: 10 Most Exciting Features
Since the preview, Google has added lots of new features to the final release of the latest Android version. Here we will discuss top 10 features of m...
GPS Technology: Know The Basic Facts
Let's take a look how this GPS technology is operated in our daily uses....
10 Best Open Source Web Application Security Scanning Tools
Here we'll provide you with a list of 10 open source tools which are used to detect security vulnerabilities in web applications....
5 Ways In Which NFC Can Transform Your World!
Let’s have a look at 10 ways how NFC can actually rock your world in the near future....
 
  View All
Dialogue
 
10 Questions That Google Never Asks While Hiring!
Here is a list of 10 questions that Google just banned from their interviews....
For Enjay, Open Source Technology Is A Way Of Life
An entirely open source-based company, Enjay IT Solutions, has built itself a reputation in the OSS domain....
Switching To Tizen Doesn’t Mean We Are Abandoning Android: Samsung
The company has worked to build Tizen up from scratch and has now introduced it to developers and the general public with its latest range of wearable...
Venturing Into The Cloud? Develop A Customised Cloud Strategy First!
Diksha P Gupta speaks to Rushikesh Jadhav, cloud evangelist, ESDS Software Solution Pvt Ltd, on how the cloud has changed the way compan...
HTC Is Strong And There Are No Plans Of Sale Now Or In Future, Says HTC's Senior Director-Marketing
Atithya Amaresh from EFYTimes had an exclusive chat with Sirpa H. Ikola, senior director, Marketing, South Asia, HTC about its devices and its plans w...
   
  View All
Videos
 
First Look: LG Optimus G
The phone sports a high-end display and comes powered by a powerful processor. ...
Create QR-Codes For Free
TEC-IT releases the freeware QR-Code Studio to provide a quick and convenient way of QR code creation for every application scenario....
DoT Secretary Shares Plans For Growth Of Telecom Sector
M.F. Farooqui has recently taken charge as secretary, Department of Telecom....
Hands-On: Sony Xperia Z
Xperia Z is Sony's first entrant model in the big-screen smartphone category. ...
Hands On: Videocon A30 Smartphone
Videocon, the consumer electronics company which is known for its refrigerators, washing machine and air-conditioner has unveiled its Android-based sm...
   
View All
   
 
IFA 2014
 
IFA 2014: LG Launches 34-Inches Curved Monitor
The company is yet to confirm price and availability of the device....
IFA 2014: Intel Launches First Core M Range Of Processors
This range of processors is tailor-made for 2-in-1 devices which include a tablet and a laptop....
MWC 2014: Tablet Lets People Feel Textures On Its Screen
Now feel what you see on your tablet, by way of ultrasonic waves....
MWC 2014: 4K Android Tablet Games To Kill Consoles, iPad
Tablet makers like Samsung want to beat the iPad by making 4K tabs. ...
MWC 2014: This Vodafone Backpack Helps Get Network In Disaster Situations
Two engineers of Vodafone New Zealand displayed the "mini" mobile network by Vodafone substructure in a backpack. ...
MWC 2014: Wilocity Chipset To Bring 'Lightening' Speed To Mobile Phones
Wilocity has developed a WiGig chipset for mobile phones that will bring lightning-fast wireless capability ...
MWC 2014: Samsung Introduces Octacore, Hexacore Chipsets
The Korean giant, Samsung unveiled two new octacore and hexacore chipsets at MWC 2014, in Barcelona. The company previously used Exynos 5 Octa 5410 ch...
   
View All
   
 
Events
 
19th Consumer Electronic Imaging Fair To Be Held On ...

View All
   
   
 
 

home archives contact us advertise with us
           
Magazines Portals Directories Events News Verticals Educational Institute  
Electronics for You
Open Source for You
Electronics Bazaar
electronicsforu.com
efytimes.com
opensourceforu.com
electronicsb2b.com
Electronics Annual Guide
EFY EXPO INDIA
EFY EXPO WEST
ELECTRONICS ROCKS
EFY Awards
OSIDAYS Expo
Electronics
Infotech
Linux & Open Source
Consumer Electronics
Science & Technology
BPO
EFY Techcenter

Educational Kits
Kitsnspares.com  
 
 
© Copyright 2014 EFY Enterprises Pvt. Ltd.
All rights reserved. Reproduction in whole or in part in any form or medium without written permission is prohibited.
Usage of the content from the web site is subject to Terms and Conditions