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Academic Torrents
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Source: http://academictorrents.com/details/1448261dd6932e549ba4a86b5d6750aae858d003
Academic Torrents
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Source: http://academictorrents.com/details/05a8fe3f7e3420df6b83f40b0cbccd05e591d9f4
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
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Topics: Coursera, qoptintro
Source: http://academictorrents.com/details/b1f4d8ccee24aa956f6226607612ce8867b235a3
Academic Torrents
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Source: http://academictorrents.com/details/f07203f2eedb4792c351ba0e28406dab9ab54d7d
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 Stanford University
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Source: http://academictorrents.com/details/b7579be97c2f01e4efadb0b6b06f0d071afeaac9
Academic Torrents
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Source: http://academictorrents.com/details/cb91a3d7a4c4c086be240b54e83ed8d587b31ff5
Academic Torrents
by École Polytechnique Fédérale de Lausanne
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Topics: Coursera, dsp
Source: http://academictorrents.com/details/43d881e5128841876104742314ccd9851901f460
Academic Torrents
by Stanford University
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Source: http://academictorrents.com/details/e8b1f9c5bf555fe58bc73addb83457dd6da69630
Academic Torrents
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Source: http://academictorrents.com/details/8a8f93e18dd6c46c48ee2936ed500b1ff4cc9175
Academic Torrents
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Source: http://academictorrents.com/details/91bc48e6c8341de198c970acccdc87199391ab46
Academic Torrents
by Alex Aiken (Stanford University)
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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
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Source: http://academictorrents.com/details/b7d15931742718f330243dc0aeb110136c86359f
Academic Torrents
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Source: http://academictorrents.com/details/01212a89f842f5ad1364c7fa3a8c4c514e2b26ab
Academic Torrents
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Source: http://academictorrents.com/details/4281ef52a65d26489e686a0540d86abd4161b88e
Academic Torrents
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Source: http://academictorrents.com/details/b63a566df824b39740eb9754e4fe4c0140306f4b
Academic Torrents
by University of Illinois at Urbana-Champaign
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Source: http://academictorrents.com/details/ec1c86afefda42f4b36c34ae7b235ef0bfd6b9d3
Academic Torrents
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Source: http://academictorrents.com/details/78515f90de063ffc144be5e7e726c03849b4e0ed
Academic Torrents
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Source: http://academictorrents.com/details/10d1bf7161a1b3ea70697cd61834ceea6c3d1f87
Academic Torrents
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Source: http://academictorrents.com/details/8033015783d2df3e8b33a343edb8cea9a0b8319a
Academic Torrents
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Source: http://academictorrents.com/details/de34574326abc4666c7ede41d0205a4a2129bf85
Academic Torrents
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Source: http://academictorrents.com/details/be19083019ae3954680733d394e5e5b5b3572a15
Academic Torrents
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Source: http://academictorrents.com/details/d2c8f8f1651740520b7dfab23438d89bc8c0c0ab
Academic Torrents
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Source: http://academictorrents.com/details/d180bcd510aeec3a20044a0946ac658b9ab30760
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 Stanford University
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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
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eye 5,121

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Source: http://academictorrents.com/details/a0af8db9e7b924993ee017e492195b3eb1b0a78b
Academic Torrents
by Tom Mitchell,CMU
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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 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/62fe3cfdec4d19d1d3bf98184b12538a46b783f5
Academic Torrents
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Source: http://academictorrents.com/details/271e22f67c7bda33158f2d83f443728cd749cd42
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
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Source: http://academictorrents.com/details/ab9ba816268fd74292d888cfb3f413803a178b90
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/ed196d080a2208727a225ab5e7a5630e5bf53be4
Academic Torrents
by Dr. Keith Devlin (Stanford University)
movies

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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/6f7e43052129b95f470d3043cfce2bf5c15ae380
Academic Torrents
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eye 4,401

favorite 4

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Source: http://academictorrents.com/details/0a7ba7e62821e488a0061751fdb81f4298733bea
Academic Torrents
by University of Maryl
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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
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Course Description from Professor Plous: Each of us is dealt a different hand in life, but we all face similar questions when it comes to human behavior: What leads us to like one person and dislike another? How do conflicts and prejudices develop, and how can they be reduced? Can psychological research help protect the environment, and if so, how? This course offers an introduction to classic and contemporary social psychology, covering topics such as decision making, persuasion, group...
Topics: coursera, social, psychology, mooc
Source: http://academictorrents.com/details/3374eb064817a8edd12167b6e9e1300b13d9f08a
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
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Source: http://academictorrents.com/details/3e6f1876bbd46780602e72f4b122329fb668bd2c
Academic Torrents
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Source: http://academictorrents.com/details/de1360e53beb1ee13c3285af9bb232109fa168a1
Academic Torrents
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Source: http://academictorrents.com/details/5c22cd3a2f65f18e153faefda9730b51b21f6521
Academic Torrents
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An archive of UC Berkeley Computer Science Courses
Source: http://academictorrents.com/details/5e84be34f69b1a313f6dcb51667edf238d5d4412
Academic Torrents
by Stanford University & The University of British Columbia
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Source: http://academictorrents.com/details/7b96f8f76c4af7752f35c4fc26607cf50b6bb195
Academic Torrents
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Source: http://academictorrents.com/details/8921ec4d2076e8a6e56a2387d5157aa7c0ef7f10
Academic Torrents
by David Wentzlaff (Princeton University)
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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
by University of Michigan
movies

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Source: http://academictorrents.com/details/066a55d231d3918ad3de994e6211bb99417bcdf0
Academic Torrents
by N+1 fish, N+2 fish
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Our video data was collected for an ongoing monitoring project involving our partners at The Nature Conservancy-Massachusetts (TNC) and the Gulf of Maine Research Institute (GMRI). We worked with the fishermen to create a dataset of video footage from different boats that can be released to the public. The video data is in the form of standard and well supported MP4 v2 format with H.264 compression. These videos are on average 35 minutes long at a resolution of 640x480 and and vary between...
Source: http://academictorrents.com/details/6fc9279d862d4f6e42ec2613c5b5ceea165cff00
Academic Torrents
movies

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Source: http://academictorrents.com/details/0342ad0bd7ef06eb1500b5e7c8ef398060827c4e
Academic Torrents
by ColumbiaX
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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
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favoritefavoritefavoritefavoritefavorite ( 1 reviews )
Source: http://academictorrents.com/details/47d9877fa4f33d109721c65d066a26c3c5e12e0d
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
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Source: http://academictorrents.com/details/412d52b0bfcf2a8bf3201a28c2ba04b6dff5b290
Academic Torrents
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Source: http://academictorrents.com/details/b02188bbb764f7f5fdd499c5144add35f56ed3e7
Academic Torrents
data

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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
Academic Torrents
by Wen-mei W. Hwu (University of Illinois)
movies

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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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Source: http://academictorrents.com/details/aa0902f96da833cc7f4ec70859a529276f5032d9
Academic Torrents
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Source: http://academictorrents.com/details/31939517fc774120c37160f93a9b5c73cf6c3271
Academic Torrents
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Source: http://academictorrents.com/details/560d07faaf09f640fea96b3650874e2903cbc639
Academic Torrents
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Source: http://academictorrents.com/details/3ba301f087680f41a88224c49c01218b24de868b
Source: http://academictorrents.com/details/dfc1ddde962101f00ef9764b91181bd6bb5c9e93
Academic Torrents
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Source: http://academictorrents.com/details/5d0746961dc72f9ec4a9cc4cd07b1a4e01349fb4
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
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eye 1,827

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Source: http://academictorrents.com/details/71268d279bcfcd9d88c8989c72158d8d73a2e2fc
Academic Torrents
by University of Minnesota
movies

eye 1,683

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

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Topics: text mining, analytics
Source: http://academictorrents.com/details/e2c129491a3841bfac5d7b08b41ad79387132a23
Academic Torrents
by Gaetano Borriello, Luis Ceze (University of Washington)
movies

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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
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 Stanford University
movies

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Source: http://academictorrents.com/details/459e24d28a6abce04cc9fd6e9a148c86dcaac19c
Academic Torrents
movies

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Source: http://academictorrents.com/details/43534d22aea22778efce768c4304d6809fa58e6b
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
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Source: http://academictorrents.com/details/f871965e36ec21677d44375930d6cbb0dab7bfb3