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Academic Torrents
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Source: http://academictorrents.com/details/e24c15ce89cac9c380284595d1d8a475cb485e28
Academic Torrents
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Source: http://academictorrents.com/details/7bfcfbaf2c53588b23ba1ebccae47a2b9c5197b7
Academic Torrents
by Stanford University
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Source: http://academictorrents.com/details/b7579be97c2f01e4efadb0b6b06f0d071afeaac9
Academic Torrents
movies

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Source: http://academictorrents.com/details/a0af8db9e7b924993ee017e492195b3eb1b0a78b
Academic Torrents
by Jia Deng; Wei Dong; Richard Socher; Li-Jia Li; Kai Li; Li Fei-Fei
data

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ImageNet is an image dataset organized according to the WordNet hierarchy. Each meaningful concept in WordNet, possibly described by multiple words or word phrases, is called a "synonym set" or "synset". There are more than 100,000 synsets in WordNet, majority of them are nouns (80,000+). In ImageNet, we aim to provide on average 1000 images to illustrate each synset. Images of each concept are quality-controlled and human-annotated. In its completion, we hope ImageNet will...
Topics: imagenet, deep learning
Source: http://academictorrents.com/details/564a77c1e1119da199ff32622a1609431b9f1c47
Academic Torrents
movies

eye 14,376

favorite 20

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Source: http://academictorrents.com/details/1448261dd6932e549ba4a86b5d6750aae858d003
Academic Torrents
by Alex Aiken (Stanford University)
movies

eye 14,877

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This course will discuss the major ideas used today in the implementation of programming language compilers. You will learn how a program written in a high-level language designed for humans is systematically translated into a program written in low-level assembly more suited to machines!
Source: http://academictorrents.com/details/e31e54905c7b2669c81fe164de2859be4697013a
Academic Torrents
by Stanford University
movies

eye 11,453

favorite 10

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Source: http://academictorrents.com/details/e8b1f9c5bf555fe58bc73addb83457dd6da69630
Academic Torrents
by École Polytechnique Fédérale de Lausanne
movies

eye 13,815

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Topics: Coursera, dsp
Source: http://academictorrents.com/details/43d881e5128841876104742314ccd9851901f460
Academic Torrents
movies

eye 5,141

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Source: http://academictorrents.com/details/8a8f93e18dd6c46c48ee2936ed500b1ff4cc9175
Academic Torrents
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When you take a digital photo with your phone or transform the image in Photoshop, when you play a video game or watch a movie with digital effects, when you do a web search or make a phone call, you are using technologies that build upon linear algebra. Linear algebra provides concepts that are crucial to many areas of computer science, including graphics, image processing, cryptography, machine learning, computer vision, optimization, graph algorithms, quantum computation, computational...
Source: http://academictorrents.com/details/54cd86f3038dfd446b037891406ba4e0b1200d5a
Academic Torrents
by Perry G Mehrling (Columbia University)
movies

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The last three or four decades have seen a remarkable evolution in the institutions that comprise the modern monetary system. The financial crisis of 2007-2009 is a wakeup call that we need a similar evolution in the analytical apparatus and theories that we use to understand that system. Produced and sponsored by the Institute for New Economic Thinking, this course is an attempt to begin the process of new economic thinking by reviving and updating some forgotten traditions in monetary thought...
Source: http://academictorrents.com/details/970f4ee32d1a49168466a517b3dcd0442b043abc
Academic Torrents
movies

eye 4,900

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Source: http://academictorrents.com/details/3e6f1876bbd46780602e72f4b122329fb668bd2c
Academic Torrents
by Tom Mitchell,CMU
movies

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http://www.cs.cmu.edu/~tom/10601_fall2012/lectures.shtml
Topics: machine learning, Tom Mitchell
Source: http://academictorrents.com/details/35b6b8bf0c2931ba7ecd8a1a8e65fa32f3e7473f
Academic Torrents
movies

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Source: http://academictorrents.com/details/de1360e53beb1ee13c3285af9bb232109fa168a1
Academic Torrents
movies

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Topics: Coursera, qoptintro
Source: http://academictorrents.com/details/b1f4d8ccee24aa956f6226607612ce8867b235a3
Academic Torrents
movies

eye 2,245

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An archive of UC Berkeley Computer Science Courses
Source: http://academictorrents.com/details/5e84be34f69b1a313f6dcb51667edf238d5d4412
Academic Torrents
movies

eye 6,754

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Source: http://academictorrents.com/details/be19083019ae3954680733d394e5e5b5b3572a15
Academic Torrents
movies

eye 7,082

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Source: http://academictorrents.com/details/4281ef52a65d26489e686a0540d86abd4161b88e
Academic Torrents
movies

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Source: http://academictorrents.com/details/6f7e43052129b95f470d3043cfce2bf5c15ae380
Academic Torrents
movies

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Source: http://academictorrents.com/details/10d1bf7161a1b3ea70697cd61834ceea6c3d1f87
Academic Torrents
movies

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Source: http://academictorrents.com/details/f07203f2eedb4792c351ba0e28406dab9ab54d7d
Academic Torrents
movies

eye 5,107

favorite 2

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Source: http://academictorrents.com/details/5c22cd3a2f65f18e153faefda9730b51b21f6521
Academic Torrents
by University of Illinois at Urbana-Champaign
movies

eye 7,027

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Source: http://academictorrents.com/details/ec1c86afefda42f4b36c34ae7b235ef0bfd6b9d3
Academic Torrents
movies

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Source: http://academictorrents.com/details/b63a566df824b39740eb9754e4fe4c0140306f4b
Academic Torrents
movies

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"Demanding, but definitely doable. Social, but educational. A focused topic, but broadly applicable skills. CS50 is the quintessential Harvard (and Yale!) course. Hello, world! This is CS50 (aka CS50x through edX), Harvard University's introduction to the intellectual enterprises of computer science and the art of programming. Introduction to the intellectual enterprises of computer science and the art of programming. This course teaches students how to think algorithmically and solve...
Topics: Science, course, introduction, computer, cs50x, harvard, yale
Source: http://academictorrents.com/details/52da574b6412862e199abeaea63e51bf8cea2140
Academic Torrents
movies

eye 6,905

favorite 4

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Source: http://academictorrents.com/details/78515f90de063ffc144be5e7e726c03849b4e0ed
Academic Torrents
movies

eye 5,987

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Source: http://academictorrents.com/details/de34574326abc4666c7ede41d0205a4a2129bf85
Academic Torrents
movies

eye 8,308

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Source: http://academictorrents.com/details/05a8fe3f7e3420df6b83f40b0cbccd05e591d9f4
Academic Torrents
movies

eye 2,057

favorite 0

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Source: http://academictorrents.com/details/71268d279bcfcd9d88c8989c72158d8d73a2e2fc
Academic Torrents
by Perry G Mehrling (Columbia University)
movies

eye 5,035

favorite 3

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The last three or four decades have seen a remarkable evolution in the institutions that comprise the modern monetary system. The financial crisis of 2007-2009 is a wakeup call that we need a similar evolution in the analytical apparatus and theories that we use to understand that system. Produced and sponsored by the Institute for New Economic Thinking, this course is an attempt to begin the process of new economic thinking by reviving and updating some forgotten traditions in monetary thought...
Source: http://academictorrents.com/details/62fe3cfdec4d19d1d3bf98184b12538a46b783f5
Academic Torrents
movies

eye 5,387

favorite 3

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This subject is aimed at students with little or no programming experience. It aims to provide students with an understanding of the role computation can play in solving problems. It also aims to help students, regardless of their major, to feel justifiably confident of their ability to write small programs that allow them to accomplish useful goals. The class will use the Python? programming language.
Source: http://academictorrents.com/details/f7c9a9db5d0d9a1e0f2f383ec629fefffa475ae5
Academic Torrents
movies

eye 5,205

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Source: http://academictorrents.com/details/d180bcd510aeec3a20044a0946ac658b9ab30760
Academic Torrents
movies

eye 4,402

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Source: http://academictorrents.com/details/01212a89f842f5ad1364c7fa3a8c4c514e2b26ab
Academic Torrents
movies

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Video Lecture of Course Data Mining & Machine Learning by Prof Pedro Domingos, University of Washington USA.
Topics: Pedro Domingos, Machine Learning Course, University of Washington
Source: http://academictorrents.com/details/0db676a6aaff8c33f9749d5f9c0fa22bf336bc76
Academic Torrents
by University of Maryl
movies

eye 6,369

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An introduction to quantum physics with emphasis on topics at the frontiers of research, and developing understanding through exercise. Quantum physics is the foundation for much of modern technology, provides the framework for understanding light and matter from the subatomic to macroscopic domains, and makes possible the most precise measurements ever made. More than just a theory, it offers a way of looking at the world that grows richer with experience and practice. Our course will provide...
Source: http://academictorrents.com/details/f24122f15283757aa8a9bf9cb638db266273442d
Source: http://academictorrents.com/details/dfc1ddde962101f00ef9764b91181bd6bb5c9e93
Academic Torrents
movies

eye 6,816

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Source: http://academictorrents.com/details/8033015783d2df3e8b33a343edb8cea9a0b8319a
Academic Torrents
movies

eye 7,074

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Source: http://academictorrents.com/details/91bc48e6c8341de198c970acccdc87199391ab46
Academic Torrents
movies

eye 3,907

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Source: http://academictorrents.com/details/aa0902f96da833cc7f4ec70859a529276f5032d9
Academic Torrents
movies

eye 8,180

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Source: http://academictorrents.com/details/d2c8f8f1651740520b7dfab23438d89bc8c0c0ab
Academic Torrents
movies

eye 10,138

favorite 5

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Source: http://academictorrents.com/details/cb91a3d7a4c4c086be240b54e83ed8d587b31ff5
Academic Torrents
by ColumbiaX
movies

eye 7,446

favorite 5

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Seed
Topics: AI, edx, artifical, intelligence, course, deep, learning, natural, language, processing, ColumbiaX,...
Source: http://academictorrents.com/details/5daa22057577521a378b71e0f0de6a934bd5c2ea
Academic Torrents
movies

eye 3,360

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Source: http://academictorrents.com/details/271e22f67c7bda33158f2d83f443728cd749cd42
Academic Torrents
movies

eye 2,310

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Source: http://academictorrents.com/details/f871965e36ec21677d44375930d6cbb0dab7bfb3
Academic Torrents
by Stanford University
movies

eye 8,582

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In this class, you will learn the basics of the PGM representation and how to construct them, using both human knowledge and machine learning techniques. Uncertainty is unavoidable in real-world applications: we can almost never predict with certainty what will happen in the future, and even in the present and the past, many important aspects of the world are not observed with certainty. Probability theory gives us the basic foundation to model our beliefs about the different possible states of...
Source: http://academictorrents.com/details/e74f08f0fc699e84a9eb046309727d07d80171c5
Academic Torrents
movies

eye 4,083

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Source: http://academictorrents.com/details/d0262f08717ba584551357e4bf8c1945dc6d6935
Academic Torrents
movies

eye 4,287

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Source: http://academictorrents.com/details/8dcd401c1b3db696fc2f04d3b49c850f0e5cc309
Academic Torrents
movies

eye 4,408

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Source: http://academictorrents.com/details/b7d15931742718f330243dc0aeb110136c86359f
Academic Torrents
by ARCHIVE TEAM
data

eye 913

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This is a collection of Geocities data downloaded by a bunch of people who call themselves ARCHIVE TEAM, who began scraping the Yahoo! Geocities site during a six month period in 2009, before Yahoo! shut down geocities.com on October 26th, 2009. This collection is compressed in a UNIX filesystem with both 7zip archives and tape archives (gtar). If you're a bit of a data tourist and just want to waft in the scent of a web era gone by, please go to one of the Geocities mirrors that were put up in...
Source: http://academictorrents.com/details/2dc18f47afee0307e138dab3015ee7e5154766f6
Academic Torrents
movies

eye 3,324

favorite 2

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Source: http://academictorrents.com/details/5d0746961dc72f9ec4a9cc4cd07b1a4e01349fb4
Academic Torrents
by Wen-mei W. Hwu (University of Illinois)
movies

eye 6,361

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This course introduces concepts, languages, techniques, and patterns for programming heterogeneous, massively parallel processors. Its contents and structure have been significantly revised based on the experience gained from its initial offering in 2012. It covers heterogeneous computing architectures, data-parallel programming models, techniques for memory bandwidth management, and parallel algorithm patterns. All computing systems, from mobile to supercomputers, are becoming heterogeneous,...
Source: http://academictorrents.com/details/8903d0871c652b96c7b29db738cea76902d65888
Academic Torrents
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The Analytics Edge Through inspiring examples and stories, discover the power of data and use analytics to provide an edge to your career and your life. About this course Skip Course Description In the last decade, the amount of data available to organizations has reached unprecedented levels. Data is transforming business, social interactions, and the future of our society. In this course, you will learn how to use data and analytics to give an edge to your career and your life. We will...
Topics: Machine Learning, Analytics, MIT, R
Source: http://academictorrents.com/details/1d4ec1fc1aca061e71cc504f93a7f9fca9ef7311
Academic Torrents
movies

eye 2,133

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Source: http://academictorrents.com/details/c4b2f1ba8fb0ee0b8e49609d2b9c86efae36dc36
Academic Torrents
by Arvind Narayanan (Princeton University)
movies

eye 2,890

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There’s a lot of excitement about Bitcoin, but also a lot of confusion about what Bitcoin is and how it works. We’re offering this course focusing on the computer science behind Bitcoin to help cut through the hype and get to the core of what makes Bitcoin unique. To really understand what is special about Bitcoin, we need to understand how it works at a technical level. We’ll address the important questions about Bitcoin, such as: How does Bitcoin work? What makes Bitcoin different? How...
Source: http://academictorrents.com/details/409f4cdb063940f2210acbbecca09ca6ad8b3032
Academic Torrents
movies

eye 5,626

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Source: http://academictorrents.com/details/412d52b0bfcf2a8bf3201a28c2ba04b6dff5b290
Academic Torrents
movies

eye 6,850

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Source: http://academictorrents.com/details/0342ad0bd7ef06eb1500b5e7c8ef398060827c4e
Academic Torrents
by Alison Gibbs, Jeffrey Rosenthal (University of Toronto)
movies

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This course is an introduction to the key ideas and principles of the collection, display, and analysis of data to guide you in making valid and appropriate conclusions about the world. We live in a world where data are increasingly available, in ever larger quantities, and are increasingly expected to form the basis for decisions by governments, businesses, and other organizations, as well as by individuals in their daily lives. To cope effectively, every informed citizen must be statistically...
Source: http://academictorrents.com/details/a0cbaf3e03e0893085b6fbdc97cb6220896dddf2
Academic Torrents
by Dr. Keith Devlin (Stanford University)
movies

eye 7,578

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About this course: Learn how to think the way mathematicians do - a powerful cognitive process developed over thousands of years. The goal of the course is to help you develop a valuable mental ability – a powerful way of thinking that our ancestors have developed over three thousand years. Mathematical thinking is not the same as doing mathematics – at least not as mathematics is typically presented in our school system. School math typically focuses on learning procedures to solve highly...
Source: http://academictorrents.com/details/2b5e5cc8c7414bc3b0f6974190065bc8c2f629dc
Academic Torrents
movies

eye 2,159

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favoritefavoritefavoritefavoritefavorite ( 1 reviews )
Source: http://academictorrents.com/details/47d9877fa4f33d109721c65d066a26c3c5e12e0d
Academic Torrents
movies

eye 2,820

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Source: http://academictorrents.com/details/8921ec4d2076e8a6e56a2387d5157aa7c0ef7f10
Academic Torrents
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eye 4,697

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Source: http://academictorrents.com/details/0a7ba7e62821e488a0061751fdb81f4298733bea
Academic Torrents
by Kevin Wayne; Robert Sedgewick (Princeton University)
movies

eye 2,987

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About this course: This course covers the essential information that every serious programmer needs to know about algorithms and data structures, with emphasis on applications and scientific performance analysis of Java implementations. Part I covers elementary data structures, sorting, and searching algorithms. Part II focuses on graph- and string-processing algorithms. ## Union−Find We illustrate our basic approach to developing and analyzing algorithms by considering the dynamic...
Source: http://academictorrents.com/details/a2934d859a14c07a80092ab03552310838f66590
Academic Torrents
movies

eye 4,829

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Source: http://academictorrents.com/details/560d07faaf09f640fea96b3650874e2903cbc639
Academic Torrents
by Gaetano Borriello, Luis Ceze (University of Washington)
movies

eye 3,184

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Examines key computational abstraction levels below modern high-level languages. From Java/C to assembly programming, to basic processor and system organization. This course examines key computational abstraction levels below modern high-level languages; number representation, assembly language, introduction to C, memory management, the operating-system process model, high-level machine architecture including the memory hierarchy, and how high-level languages are implemented. We will develop...
Source: http://academictorrents.com/details/f1384286c8581bffba11e378fdb37608e649d82a
Academic Torrents
movies

eye 3,369

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Source: http://academictorrents.com/details/ab9ba816268fd74292d888cfb3f413803a178b90
Source: http://academictorrents.com/details/625ae5f99f1cfdc2b8eb42577ca5271ad78967e0
Academic Torrents
movies

eye 4,247

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Source: http://academictorrents.com/details/ed196d080a2208727a225ab5e7a5630e5bf53be4
Academic Torrents
by University of Maryl; , College Park
movies

eye 3,139

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Source: http://academictorrents.com/details/5261e17c70036651d1f83a6ca66c399da33bb46e
Academic Torrents
movies

eye 4,545

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Source: http://academictorrents.com/details/b02188bbb764f7f5fdd499c5144add35f56ed3e7
Academic Torrents
by Stanford University & The University of British Columbia
movies

eye 4,691

favorite 1

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Source: http://academictorrents.com/details/7b96f8f76c4af7752f35c4fc26607cf50b6bb195
Academic Torrents
by Michael Collins (Columbia University)
movies

eye 5,791

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Course Description: COMS W4705 is a graduate introduction to natural language processing, the study of human language from a computational perspective. We will cover syntactic, semantic and discourse processing models. The emphasis will be on machine learning or corpus-based methods and algorithms. We will describe the use of these methods and models in applications including syntactic parsing, information extraction, statistical machine translation, dialogue systems, and summarization....
Source: http://academictorrents.com/details/f99e7184fca947ee8f77901679e171fcadbf82e7
Academic Torrents
movies

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Source: http://academictorrents.com/details/3fdc727c3f4bd1bf2eb5adb13e1984fd2526c46e
Academic Torrents
movies

eye 3,198

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Source: http://academictorrents.com/details/43534d22aea22778efce768c4304d6809fa58e6b
Academic Torrents
by Catherine R. Lucey, MD (University of California San Francisco)
movies

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Participants will learn how to move efficiently from patient signs and symptoms to a rational and prioritized set of diagnostic possibilities and will learn how to study and read to facilitate this process. Clinical problem solving or diagnostic reasoning is the skill that physicians use to understand a patient’s complaints and then to identify a short, prioritized list of possible diagnoses that could account for those complaints. This differential diagnosis then drives the choice of...
Source: http://academictorrents.com/details/dae02888e2fb6484a7b471cb7977eb859aba4831