EFY Times  
Friday, October 31, 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: 58274)
 
Share

 
 
Infotech News
   
Stimulsoft Reports Becomes Faster And More Intuitive
10 Best JavaScript Libraries For Data Visualisations
Chifro Studios Launches New Knowledge Booster App For All Ages
Apple CEO Tim Cook Is "Proud To Be Gay"
Microsoft Band Fitness Tracker Launched @ $199
 
 
 
     
     
     
     
     
     
Most popular
 

Daily

Weekly

Canonical Releases Ubuntu 14.10!
Wipro To Hire 10,000 People For Open Source Program! Apply Here...
Top 10 Programmers Of All Time!
MongoDB Recognized As The Only “Challenger” In The Gartner 2014 Magic Quadrant For Operational Database Management Systems
Ebola Virus Reaches Internet World In Form Of Cyber Attacks!
Android KitKat Vs Lollipop: Here's The Difference!
Samsung Launches Galaxy Mega 2 Smartphone In India
Diwali Disocunt Offer On 10 Smartphones From Top Brands
Innovation Direct At Forefront Of Marketing Efforts For Ferris Emergency App Invention
TCS Focusing On Softskills Development Of Employees
Must-Follow Tips While Buying Online!
Know The 10 Possibilities In The Future Programming World
New White Paper From Boyd Corporation Discusses Noise And Vibration Analysis And Control
ASSET InterTech And Mentor Graphics IJTAG Interoperability Empowers Two-Way Validation Flow Between Chips And Boards
Google's New Inbox Enriches Email Experience
10 Best Mobile App Analytics Platforms
 
   

Overall

Agility Systems Deals in:

Document Management System for law firms
Features
10 Best JavaScript Libraries For Data Visualisations
Here is a list of top 10 JavaScript libraries for web projects....
9 Excellent Free Code Editors For Android
There are tons of code editors available in the market for Android programmers but it's not always easy to choose the right one. So here we have liste...
10 Useful Bootstrap Editors To Build Responsive Websites
Each editor is different but all of them feature some drag and drop facility through a huge library of components. ...
10 Tips For Developers To Speed Up Websites
The easiest way is to reduce HTTP requests, which can be done through front-end development....
Top 10 Free Rich Text Editors For Developers
There are tons of rich text editors available on Internet but you need to find out the best ones to improve your development skills....
10 Best Tools For Creating And Prototyping Mobile Apps
Here we'll provide a list of 10 best available resources to help you in creating websites, web apps and mobile apps which can be used for prototyping ...
10 Hottest Skills An IT Professional Requires In This Demanding Market
With the fastest growing IT industry, required IT skills are also growing at the fastest possible way. Take a look at the top 10 list here....
8 Best Markdown Editors With Support To Google Drive, Dropbox
The likes of Google Drive always don't support Markdown documents which causes huge pain for the users but thanks to those tools which come in to fill...
Boost Security Of Your WiFi Network With Kali Linux: Learn Three Major Steps
Its toolkit allows you to crack Wi-Fi passwords, create false networks and detect vulnerabilities. ...
10 Best Mobile App Analytics Platforms
These tools will tell you how to measure the basics like installs, rankings, revenues, purchases and competitor rankings and how to deal with issues ...
Know The 10 Possibilities In The Future Programming World
The coming years of programming hold several predictions and you should be well aware about how the world of technology is likely to evolve in next fi...
Top 10 Programmers Of All Time!
Here we will recall 10 greatest programmers of all time and their immense contribution....
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...
 
  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