Courses found: 4110

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Douglas C. Schmidt
Vanderbilt University
Computer Science
Gb Free
Course added: 22 September 2013
In selections:
Os
Developing high quality distributed systems software is hard; developing high quality reusable distributed systems software is even harder. The principles, methods, and skills required to develop reusable software cannot be learned by generalities. Instead, developers must learn through experience how...
Details to be announced
Favored by 1 person
2
Banner_ruby
Banner_ruby
Jordan Hudgens
Udemy
Computer Science
Gb Free
Course added: 4 October 2015
This post is part of our “Getting Started” series of free text tutorials on some of our most popular course topics.
Free schedule
3
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Yann LeCun
New York University
Computer Science
Gb Free
Course added: 26 July 2015
In selections:
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Lectures from the NYU Course on Deep Learning (Spring 2014) This is a graduate course on deep learning, one of the hottest topics in machine learning and AI at the moment. In the last two or three years, Deep learning has revolutionized speech recognition and image recognition. Deep learning is...
27 January 2014, 16 weeks
Favored by 1 person
4
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Yasser Abu-Mostafa
Caltech
Computer Science
Gb Free
Course added: 26 July 2015
In selections:
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This is an introductory course by Caltech Professor Yaser Abu-Mostafa on machine learning that covers the basic theory, algorithms, and applications. Machine learning (ML) enables computational systems to adaptively improve their performance with experience accumulated from the observed data. ML techniques...
Free schedule
Favored by 1 person
5
Cppgm
Cppgm
CPPGM Foundation
Computer Science
Gb Free
Course added: long ago
In selections:
Developers-logo
The C++ Grandmaster Certification is an online course in which participants develop their own complete standalone C++ toolchain - including a preprocessor, compiler, assembler, linker, and standard library. The toolchain will produce executable applications for a target of (a) the Linux operating...
In progress
6
Umnchem
Umnchem
Prof. Christopher J. Cramer
University of Minnesota
Chemistry Computer Science
Gb Free
Course added: long ago
In selections:
Umnchem
Modern theoretical methods used in study of molecular structure, bonding, and reactivity. Concepts and practical applications. Semiempirical, ab initio, and density functional calculations of molecular electronic structure. Theoretical determination of molecular structure and spectra; relationship to...
Details to be announced
Favored by 1 person
7
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Nlp-logo
Richard Socher
Stanford
Computer Science
Gb Free
Course added: 26 July 2015
In selections:
Small-icon.hover Me
Natural language processing (NLP) is one of the most important technologies of the information age. Understanding complex language utterances is also a crucial part of artificial intelligence. Applications of NLP are everywhere because people communicate most everything in language: web search, advertisement...
30 March 2017, 10 weeks
Favored by 7 people
8
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Haskell-logo
Brent Yorgey
Penn Engineering
Computer Science
Gb Free
Course added: 22 September 2013
In selections:
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Haskell is a high-level, pure functional programming language with a strong static type system and elegant mathematical underpinnings, and is being increasingly used in industry by organizations such as Facebook, AT&T, and NASA. In the first 3/4 of the course, we will explore the joys of pure, lazy,...
Free schedule
Favored by 4 people
9
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Logo_blue
Roger Grosse, Nitish Srivastava
University of Toronto
Computer Science
Gb Free
Course added: 23 April 2016
Machine learning is a powerful set of techniques that allow computers to learn from data rather than having a human expert program a behavior by hand. Neural networks are a class of machine learning algorithm originally inspired by the brain, but which have recently have seen a lot of success at practical...
Free schedule
Favored by 1 person
10
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Photo-larocheh
Hugo Larochelle
Université de Sherbrooke
Computer Science
Gb Free
Course added: 10 February 2016
In selections:
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These are the videos I use to teach my Neural networks class at Université de Sherbrooke
Free schedule
Favored by 1 person
11
Me
Me
John Schulman, Pieter Abbeel
UC Berkeley
Computer Science
Gb Free
Course added: 12 March 2016
In selections:
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Deep Reinforcement Learning
Free schedule
Favored by 3 people
12
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Dave_silver
David Silver
University College London
Computer Science
Gb Free
Course added: 12 March 2016
In selections:
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Advanced Topics 2015 (COMPM050/COMPGI13): Reinforcement Learning
Free schedule
Favored by 2 people
13
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Matthew Jackson, Kevin Leyton-Brown, Yoav Shoham
Stanford University, The University of British Columbia
Computer Science Economics & Finance
Gb Free
Course added: long ago
In selections:
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Our 4-week advanced course considers how to design interactions between agents in order to achieve good social outcomes. The course -- which is free and open to the public -- considers three main topics: social choice theory (i.e., collective decision making), mechanism design, and auctions. More...
27 May 2013, 4 weeks
Favored by 1 person
14
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Rounded_corners
Arthur Gretton (with Zoltan Szabo, Kacper Chwialkowski)
University College London
Computer Science
Gb Free
Course added: 12 March 2016
In selections:
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Advanced Topics in Machine Learning: COMPGI13 (kernel part)
Free schedule
Favored by 2 people
15
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Matasano
Computer Science
Gb Free
Course added: long ago
In selections:
Large-icon
We've built a collection of 48 exercises that demonstrate attacks on real-world crypto. This is a different way to learn about crypto than taking a class or reading a book. We give you problems to solve. They're derived from weaknesses in real-world systems and modern cryptographic constructions....
Free schedule
Favored by 1 person
16
Developers-logo
Developers-logo
Google
Computer Science
Gb Free
Course added: long ago
In selections:
Developers-logo
One of the best ways to learn how to program in a new language is by looking at lots and lots of example programs. The best thing to do is to copy and paste each program below into a text file and compile it. Then, try the experiments. By extending these example programs, you will gain familiarity with...
Free schedule
Favored by 3 people
17
Ecclogo
Ecclogo
Marist Enterprise Computing Community
Computer Science
Gb Paid Free
Course added: long ago
This course provides an overview of Enterprise Computing and in particular, the role of System z hardware and its primary operating system (z/OS) in an Enterprise Computing environment. The emphasis is on commercial computing. The introductory topic provides an overview of Enterprise Computing in...
8 July 2013, 7 weeks
18
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Nando de Freitas
University of Oxford
Computer Science
Gb Free
Course added: 27 July 2015
In selections:
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A course taught in 2015 at Oxford University with the help of Brendan Shillingford. The course focuses on the exciting field of deep learning. By drawing inspiration from neuroscience and statistics, it introduces the basic background on neural networks, back propagation, Boltzmann machines, autoencoders...
Free schedule
Favored by 1 person
19
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Visionlablogo
Fei-Fei Li, Andrej Karpathy
Stanford
Computer Science
Gb Free
Course added: 19 January 2015
In selections:
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Computer Vision has become ubiquitous in our society, with applications in search, image understanding, apps, mapping, medicine, drones, and self-driving cars. Core to many of these applications are visual recognition tasks such as image classification, localization and detection. Recent developments...
5 January 2015, 11 weeks
4 January 2016, 11 weeks
1 March 2017
Favored by 6 people
20
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Mit_logo
Lex Fridman
MIT
Computer Science
Gb Free
Course added: 18 January 2017
In selections:
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This class is an introduction to the practice of deep learning through the applied theme of building a self-driving car. It is open to beginners and is designed for those who are new to machine learning, but it can also benefit advanced researchers in the field looking for a practical overview of deep...
9 January 2017, 2 weeks
Favored by 3 people



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