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Academic Torrents
by École Polytechnique Fédérale de Lausanne
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Topics: Coursera, dsp
Source: http://academictorrents.com/details/43d881e5128841876104742314ccd9851901f460
Academic Torrents
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Topics: Coursera, qoptintro
Source: http://academictorrents.com/details/b1f4d8ccee24aa956f6226607612ce8867b235a3
Academic Torrents
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eye 16,460

favorite 22

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Source: http://academictorrents.com/details/1448261dd6932e549ba4a86b5d6750aae858d003
Academic Torrents
by Stanford University
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favorite 12

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Source: http://academictorrents.com/details/e8b1f9c5bf555fe58bc73addb83457dd6da69630
Academic Torrents
by Perry G Mehrling (Columbia University)
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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
by Alex Aiken (Stanford University)
movies

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favorite 20

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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
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eye 14,200

favorite 6

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Source: http://academictorrents.com/details/b7579be97c2f01e4efadb0b6b06f0d071afeaac9
Academic Torrents
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Source: http://academictorrents.com/details/d2c8f8f1651740520b7dfab23438d89bc8c0c0ab
Academic Torrents
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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

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Source: http://academictorrents.com/details/7bfcfbaf2c53588b23ba1ebccae47a2b9c5197b7
Academic Torrents
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Source: http://academictorrents.com/details/8033015783d2df3e8b33a343edb8cea9a0b8319a
Academic Torrents
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Source: http://academictorrents.com/details/b63a566df824b39740eb9754e4fe4c0140306f4b
Academic Torrents
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Source: http://academictorrents.com/details/be19083019ae3954680733d394e5e5b5b3572a15
Academic Torrents
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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
by University of Illinois at Urbana-Champaign
movies

eye 8,175

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

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Source: http://academictorrents.com/details/cb91a3d7a4c4c086be240b54e83ed8d587b31ff5
Academic Torrents
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With recent advances in machine learning, semantic segmentation algorithms are becoming increasingly general purpose and translatable to unseen tasks. Many key algorithmic advances in the field of medical imaging are commonly validated on a small number of tasks, limiting our understanding of the generalisability of the proposed contributions. A model which works out-of-the-box on many tasks, in the spirit of AutoML, would have a tremendous impact on healthcare. The field of medical imaging is...
Source: http://academictorrents.com/details/274be65156ed14828fb7b30b82407a2417e1924a
Source: http://academictorrents.com/details/625ae5f99f1cfdc2b8eb42577ca5271ad78967e0
Academic Torrents
movies

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Source: http://academictorrents.com/details/e24c15ce89cac9c380284595d1d8a475cb485e28
Academic Torrents
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Source: http://academictorrents.com/details/8a8f93e18dd6c46c48ee2936ed500b1ff4cc9175
Academic Torrents
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Source: http://academictorrents.com/details/05a8fe3f7e3420df6b83f40b0cbccd05e591d9f4
Academic Torrents
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Source: http://academictorrents.com/details/6f7e43052129b95f470d3043cfce2bf5c15ae380
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
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Source: http://academictorrents.com/details/10d1bf7161a1b3ea70697cd61834ceea6c3d1f87
Academic Torrents
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An archive of UC Berkeley Computer Science Courses
Source: http://academictorrents.com/details/5e84be34f69b1a313f6dcb51667edf238d5d4412
Academic Torrents
movies

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

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Source: http://academictorrents.com/details/f07203f2eedb4792c351ba0e28406dab9ab54d7d
Academic Torrents
by Michael Collins (Columbia University)
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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
by ColumbiaX
movies

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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

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Source: http://academictorrents.com/details/a0af8db9e7b924993ee017e492195b3eb1b0a78b
Academic Torrents
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(Including videos, presentation files and subtitles for the videos [ENG only]) ##About the Course The impact of technology and networks on our lives, culture, and society continues to increase. The very fact that you can take this course from anywhere in the world requires a technological infrastructure that was designed, engineered, and built over the past sixty years. To function in an information-centric world, we need to understand the workings of network technology. This course will open...
Topics: Coursera, Internet, Security, History
Source: http://academictorrents.com/details/d666bf4b83066bcf7401e9c155fcd1b1c01cfb11
Academic Torrents
movies

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Source: http://academictorrents.com/details/5c22cd3a2f65f18e153faefda9730b51b21f6521
Academic Torrents
movies

eye 8,046

favorite 4

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Source: http://academictorrents.com/details/91bc48e6c8341de198c970acccdc87199391ab46
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
by University of Minnesota
movies

eye 2,255

favorite 0

comment 0

Source: http://academictorrents.com/details/42c3b47bf15a2a1aaadf92156f19315ad2d22967
Academic Torrents
movies

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

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favorite 1

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Catalog description Concentrates on recognizing and solving convex optimization problems that arise in applications. Convex sets, functions, and optimization problems. Basics of convex analysis. Least-squares, linear and quadratic programs, semidefinite programming, minimax, extremal volume, and other problems. Optimality conditions, duality theory, theorems of alternative, and applications. Interior-point methods. Applications to signal processing, statistics and machine learning, control and...
Topics: Optimization, Math
Source: http://academictorrents.com/details/393dc896234b96a1cd251c14cfc65d2ff594d6e9
Academic Torrents
by Perry G Mehrling (Columbia University)
movies

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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 2,923

favorite 1

comment 0

Source: http://academictorrents.com/details/31939517fc774120c37160f93a9b5c73cf6c3271
Academic Torrents
by Wen-mei W. Hwu (University of Illinois)
movies

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favorite 2

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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
by Kevin Wayne; Robert Sedgewick (Princeton University)
movies

eye 3,509

favorite 8

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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
by University of Maryl
movies

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favorite 3

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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
Academic Torrents
by Arvind Narayanan (Princeton University)
movies

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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
by Dr. Keith Devlin (Stanford University)
movies

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favorite 11

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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

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Source: http://academictorrents.com/details/0342ad0bd7ef06eb1500b5e7c8ef398060827c4e
Academic Torrents
by Barnabas Poczos; Alex Smola
movies

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The rapid improvement of sensory techniques and processor speed, and the availability of inexpensive massive digital storage, have led to a growing demand for systems that can automatically comprehend and mine massive and complex data from diverse sources. Machine Learning is becoming the primary mechanism by which information is extracted from Big Data, and a primary pillar that Artificial Intelligence is built upon. This course is designed for Ph.D. students whose primary field of study is...
Source: http://academictorrents.com/details/8165e591be4b54c2bc93b1e54c4374d42dcdd9f8
Academic Torrents
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Source: http://academictorrents.com/details/fc641711af26384dbace511fa236a6e4dcb9f36c
Academic Torrents
movies

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Source: http://academictorrents.com/details/3e6f1876bbd46780602e72f4b122329fb668bd2c
Academic Torrents
by David Wentzlaff (Princeton University)
movies

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About this course: In this course, you will learn to design the computer architecture of complex modern microprocessors. ### Introduction, Instruction Set Architecture, and Microcode This lecture will give you a broad overview of the course, as well as the description of architecture, micro-architecture and instruction set architectures. ### Pipelining Review This lecture covers the basic concept of pipeline and two different types of hazards. ### Cache Review This lecture covers control...
Source: http://academictorrents.com/details/53bae6d22f3b6e692673f9335e0a0198c1618426
Academic Torrents
movies

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Source: http://academictorrents.com/details/b02188bbb764f7f5fdd499c5144add35f56ed3e7
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 Stanford University
movies

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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 6,193

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Source: http://academictorrents.com/details/412d52b0bfcf2a8bf3201a28c2ba04b6dff5b290
Academic Torrents
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Source: http://academictorrents.com/details/0a7ba7e62821e488a0061751fdb81f4298733bea
Academic Torrents
movies

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Source: http://academictorrents.com/details/b7d15931742718f330243dc0aeb110136c86359f
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

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Source: http://academictorrents.com/details/f871965e36ec21677d44375930d6cbb0dab7bfb3
Source: http://academictorrents.com/details/e54694787f54a7a0096d9b0f062d31a3a3925ae8
Academic Torrents
movies

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Source: http://academictorrents.com/details/ed196d080a2208727a225ab5e7a5630e5bf53be4
Academic Torrents
movies

eye 7,740

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Source: http://academictorrents.com/details/78515f90de063ffc144be5e7e726c03849b4e0ed
Academic Torrents
by Yaser Abu-Mostafa
movies

eye 3,317

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##Outline This is an introductory course in machine learning (ML) that covers the basic theory, algorithms, and applications. ML is a key technology in Big Data, and in many financial, medical, commercial, and scientific applications. It enables computational systems to adaptively improve their performance with experience accumulated from the observed data. ML has become one of the hottest fields of study today, taken up by undergraduate and graduate students from 15 different majors at...
Source: http://academictorrents.com/details/8190b5122515ab158cd29ccdb33ea946a3e529f4
Academic Torrents
movies

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8.02 Classical Theory of Electromagnetism. In addition to the basic concepts of Electromagnetism, a vast variety of interesting topics are covered in this course: Lightning, Pacemakers, Electric Shock Treatment, Electrocardiograms, Metal Detectors, Musical Instruments, Magnetic Levitation, Bullet Trains, Electric Motors, Radios, TV, Car Coils, Superconductivity, Aurora Borealis, Rainbows, Radio Telescopes, Interferometers, Particle Accelerators (a.k.a. Atom Smashers or Colliders), Mass...
Topics: Introduction to electromagnetism and electrostatics, electric charge, Coulomb's law, electric...
Source: http://academictorrents.com/details/7010163eae33fbac6c065095e908c2c49550b931
Source: http://academictorrents.com/details/a673ea4f9de6bd657750a7ff56723d58eac24f87
Academic Torrents
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Source: http://academictorrents.com/details/aa0902f96da833cc7f4ec70859a529276f5032d9
Academic Torrents
movies

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

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Here is the list of topics covered in the course, segmented over 10 weeks. Each week is associated with explanatory video clips and recommended readings. 0. Introduction and math revision 1. Feedforward neural network 2. Training neural networks 3. Conditional random fields 4. Training CRFs 5. Restricted Boltzmann machine 6. Autoencoders 7. Deep learning 8. Sparse coding 9. Computer vision 10. Natural language processing
Source: http://academictorrents.com/details/e046bca3bc837053d1609ef33d623ee5c5af7300
Academic Torrents
by University of Michigan
movies

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Source: http://academictorrents.com/details/066a55d231d3918ad3de994e6211bb99417bcdf0
Academic Torrents
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Cern Movie http://i.imgur.com/f1WKPuo.png PS facility
Topics: Cern Movie, cern, movie
Source: http://academictorrents.com/details/a1e5fcc47c73a5e8f86847cda592a248aa9961df
Academic Torrents
movies

eye 5,450

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Source: http://academictorrents.com/details/560d07faaf09f640fea96b3650874e2903cbc639
Academic Torrents
by Stanford University & The University of British Columbia
movies

eye 5,224

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Source: http://academictorrents.com/details/7b96f8f76c4af7752f35c4fc26607cf50b6bb195
Academic Torrents
movies

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

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Source: http://academictorrents.com/details/5d0746961dc72f9ec4a9cc4cd07b1a4e01349fb4
Source: http://academictorrents.com/details/dfc1ddde962101f00ef9764b91181bd6bb5c9e93
Academic Torrents
by Vincent van Gogh
data

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"Vincent Willem van Gogh was a Dutch post-Impressionist painter whose work had far-reaching influence on 20th-century art. His paintings include portraits, self portraits, landscapes, still lifes of cypresses, wheat fields and sunflowers." - Wikipedia ##Sample Images: ![](http://i.imgur.com/QbWnjct.png)
Topics: paintings, artwork
Source: http://academictorrents.com/details/c8b687c984d3d902310f27d56759ed69f5e1b4a7
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