Hal Daumé III is an associate professor in Computer Science and Language Science at UMD where he studies and blogs about natural language processing (ACL, EMNLP) and machine learning (ICML, NIPS). He is currently director of the CLIP lab, and runs the ML reading group.
Books Authored by Hal Daumé III
Post date: 03 Apr 2016
A set of introductory materials that covers most major aspects of modern machine learning (supervised learning, unsupervised learning, large margin methods, probabilistic modeling, learning theory, etc.).
A set of introductory materials that covers most major aspects of modern machine learning (supervised learning, unsupervised learning, large margin methods, probabilistic modeling, learning theory, etc.).
Publication date: 01 Sep 2015
Post date: 03 Apr 2016A set of introductory materials that covers most major aspects of modern machine learning (supervised learning, unsupervised learning, large margin methods, probabilistic modeling, learning theory, etc.).
Publication date: 01 Sep 2015
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
429,307
Introduction to Objective Caml
244,382
Notes for the Course of Algorithms
234,993
Lessons In Electric Circuits
208,189
[No longer available] A Beginners C++
162,258
Introduction to Object-Oriented Programming Using C++
160,185
A Short Introduction to Operating Systems
159,480
Data Structures and Algorithms with Object-Oriented Design Patterns in C++
155,358
C Programming Tutorial (K&R version 4)
152,876
Computer Organization and Design Fundamentals
147,898
Programming The Nintendo Game Boy Advance: The Unofficial Guide
Sponsors