SVN Vishwanathan is a Professor of Computer Science at the University of California, Santa Cruz. He received his Ph.D in machine learning from the Department of Computer Science and Automation, Indian Institute of Science in 2003. His research goal is to design, analyze, and implement novel machine learning algorithms that take advantage of modern hardware to enable learning on and mining of massive datasets.
Books Authored by S V N Vishwanathan
Introduction to Machine Learning
Post date: 03 Apr 2016These lecture notes are used in an introductory course in Machine Learning at Purdue University. Strong background in Probability theory, Linear Algebra and Programming are a must.
Introduction to Machine Learning
Post date: 03 Apr 2016These lecture notes are used in an introductory course in Machine Learning at Purdue University. Strong background in Probability theory, Linear Algebra and Programming are a must.
Book Categories
Computer Science
Introduction to Computer Science
Introduction to Computer Programming
Algorithms and Data Structures
Artificial Intelligence
Computer Vision
Machine Learning
Neural Networks
Game Development and Multimedia
Data Communication and Networks
Coding Theory
Computer Security
Information Security
Cryptography
Information Theory
Computer Organization and Architecture
Operating Systems
Image Processing
Parallel Computing
Concurrent Programming
Relational Database
Document-oriented Database
Data Mining
Big Data
Data Science
Digital Libraries
Compiler Design and Construction
Functional Programming
Logic Programming
Object Oriented Programming
Formal Methods
Software Engineering
Agile Software Development
Information Systems
Geographic Information System (GIS)
Mathematics
Mathematics
Algebra
Abstract Algebra
Linear Algebra
Number Theory
Numerical Methods
Precalculus
Calculus
Differential Equations
Category Theory
Proofs
Discrete Mathematics
Theory of Computation
Graph Theory
Real Analysis
Complex Analysis
Probability
Statistics
Game Theory
Queueing Theory
Operations Research
Computer Aided Mathematics
Supporting Fields
Web Design and Development
Mobile App Design and Development
System Administration
Cloud Computing
Electric Circuits
Embedded System
Signal Processing
Integration and Automation
Network Science
Project Management
Operating System
Programming/Scripting
Ada
Assembly
C / C++
Common Lisp
Forth
Java
JavaScript
Lua
Rexx
Microsoft .NET
Perl
PHP
R
Python
Rebol
Ruby
Scheme
Tcl/Tk
Miscellaneous
Most Popular Books
427,460
Introduction to Objective Caml
242,306
Notes for the Course of Algorithms
232,192
Lessons In Electric Circuits
206,324
[No longer available] A Beginners C++
160,489
Introduction to Object-Oriented Programming Using C++
157,975
A Short Introduction to Operating Systems
157,034
Data Structures and Algorithms with Object-Oriented Design Patterns in C++
153,155
C Programming Tutorial (K&R version 4)
150,634
Computer Organization and Design Fundamentals
146,196
Programming The Nintendo Game Boy Advance: The Unofficial Guide
Sponsors