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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/cb91a3d7a4c4c086be240b54e83ed8d587b31ff5
Academic Torrents
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Topics: Coursera, qoptintro
Source: http://academictorrents.com/details/b1f4d8ccee24aa956f6226607612ce8867b235a3
Academic Torrents
by Stanford University
movies

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favorite 10

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

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favorite 14

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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/7bfcfbaf2c53588b23ba1ebccae47a2b9c5197b7
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

eye 4,312

favorite 1

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Source: http://academictorrents.com/details/a0af8db9e7b924993ee017e492195b3eb1b0a78b
Academic Torrents
by École Polytechnique Fédérale de Lausanne
movies

eye 11,884

favorite 4

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

eye 8,410

favorite 4

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Source: http://academictorrents.com/details/e24c15ce89cac9c380284595d1d8a475cb485e28
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
movies

eye 7,346

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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 5,267

favorite 3

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

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favorite 5

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Source: http://academictorrents.com/details/b7579be97c2f01e4efadb0b6b06f0d071afeaac9
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

eye 5,594

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

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favorite 10

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

eye 3,759

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Source: http://academictorrents.com/details/8a8f93e18dd6c46c48ee2936ed500b1ff4cc9175
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
by University of Illinois at Urbana-Champaign
movies

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Source: http://academictorrents.com/details/ec1c86afefda42f4b36c34ae7b235ef0bfd6b9d3
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/05a8fe3f7e3420df6b83f40b0cbccd05e591d9f4
Academic Torrents
movies

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

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

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Source: http://academictorrents.com/details/0342ad0bd7ef06eb1500b5e7c8ef398060827c4e
Academic Torrents
movies

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

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

eye 3,492

favorite 1

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Source: http://academictorrents.com/details/ed196d080a2208727a225ab5e7a5630e5bf53be4
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 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

eye 6,254

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

eye 2,473

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

eye 3,266

favorite 3

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Source: http://academictorrents.com/details/b7d15931742718f330243dc0aeb110136c86359f
Academic Torrents
by Stanford University & The University of British Columbia
movies

eye 3,858

favorite 1

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

eye 6,345

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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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(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
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 5,347

favorite 1

comment 0

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

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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
movies

eye 4,021

favorite 1

comment 0

Source: http://academictorrents.com/details/560d07faaf09f640fea96b3650874e2903cbc639
Academic Torrents
movies

eye 4,776

favorite 0

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Source: http://academictorrents.com/details/de34574326abc4666c7ede41d0205a4a2129bf85
Academic Torrents
by Wen-mei W. Hwu (University of Illinois)
movies

eye 5,387

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
movies

eye 5,826

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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
movies

eye 3,079

favorite 2

comment 0

Source: http://academictorrents.com/details/459e24d28a6abce04cc9fd6e9a148c86dcaac19c
Academic Torrents
by Perry G Mehrling (Columbia University)
movies

eye 4,060

favorite 1

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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 3,847

favorite 3

comment 0

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

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Source: http://academictorrents.com/details/3e6f1876bbd46780602e72f4b122329fb668bd2c
Academic Torrents
movies

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

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Source: http://academictorrents.com/details/31939517fc774120c37160f93a9b5c73cf6c3271
Academic Torrents
movies

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

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

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

eye 4,220

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Source: http://academictorrents.com/details/d180bcd510aeec3a20044a0946ac658b9ab30760
Academic Torrents
by University of Michigan
movies

eye 4,055

favorite 3

comment 0

Source: http://academictorrents.com/details/066a55d231d3918ad3de994e6211bb99417bcdf0
Academic Torrents
movies

eye 1,803

favorite 1

comment 0

Source: http://academictorrents.com/details/fc641711af26384dbace511fa236a6e4dcb9f36c
Academic Torrents
by University of Maryl; , College Park
movies

eye 2,526

favorite 2

comment 0

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

eye 904

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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
movies

eye 1,473

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

eye 5,458

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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 Albert Cui; Howard Chung; Nicholas Hanson-Holtry
data

eye 21

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This is a data dump of all the parsed and unparsed Dota 2 matches from OpenDota (formerly yasp.co) as of March 2016. This is 1,191,768,403 matches. This is part 1 of three files (players_matches and match_skill are the other two). This file includes match metadata.
Topics: Dota 2, Games, MOBA
Source: http://academictorrents.com/details/0ddf777978c0669b52fadd1baa9e256a6d8b3996
Academic Torrents
movies

eye 2,148

favorite 0

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Source: http://academictorrents.com/details/8921ec4d2076e8a6e56a2387d5157aa7c0ef7f10
Academic Torrents
movies

eye 3,618

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Source: http://academictorrents.com/details/d0262f08717ba584551357e4bf8c1945dc6d6935
Academic Torrents
by University of Minnesota
movies

eye 1,395

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

eye 2,970

favorite 2

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Source: http://academictorrents.com/details/de1360e53beb1ee13c3285af9bb232109fa168a1
Academic Torrents
by David Wentzlaff (Princeton University)
movies

eye 3,523

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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

eye 3,948

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Source: http://academictorrents.com/details/b02188bbb764f7f5fdd499c5144add35f56ed3e7
Academic Torrents
movies

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Math 53 - Section 1 - Multivariable Calculus Instructor: Edward Frenkel Lectures: TT 3:30-5:00pm, Room 155 Dwinelle Course Control Number: 54296 Office: 819 Evans Office Hours: TBA Prerequisites: Math 1A, 1B. Required Text: Stewart, Multivariable Calculus, (custom edition). Recommended Reading: Syllabus: Course Webpage: To be linked from http://math.berkeley.edu/~frenkel/Math53 Grading: 25% quizzes and HW, 20% each midterm, 35% final Homework: Homework for the entire course will be assigned at...
Source: http://academictorrents.com/details/d90733721eb2a2ba839434decce91ce4803cbf1e
Academic Torrents
movies

eye 3,198

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

eye 1,818

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Statistical Machine Learning is a second graduate level course in advanced machine learning, assuming students have taken Machine Learning (10-715) and Intermediate Statistics (36-705). The course covers methodology and theoretical foundations. Function Spaces Concentration of Measure Linear Regression Nonparametric Regression Linear Classification Nonparametric Classification Minimax Theory Density Estimation Nonparametric Bayes Clustering Graphical Models Dimension Reduction Random Matrix...
Source: http://academictorrents.com/details/07f1555918ed051809f0075fedc0cd469a194c93
Academic Torrents
movies

eye 1,615

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Source: http://academictorrents.com/details/71268d279bcfcd9d88c8989c72158d8d73a2e2fc
Academic Torrents
by Kevin Wayne; Robert Sedgewick (Princeton University)
movies

eye 2,565

favorite 6

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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 Gaetano Borriello, Luis Ceze (University of Washington)
movies

eye 2,684

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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 2,893

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Source: http://academictorrents.com/details/3ba301f087680f41a88224c49c01218b24de868b
Academic Torrents
by Robert Sedgewick (Princeton University)
movies

eye 633

favorite 3

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Analytic Combinatorics teaches a calculus that enables precise quantitative predictions of large combinatorial structures. This course introduces the symbolic method to derive functional relations among ordinary, exponential, and multivariate generating functions, and methods in complex analysis for deriving accurate asymptotics from the GF equations. Analytic Combinatorics is based on formal methods for deriving functional relationships on generating functions and asymptotic analysis treating...
Source: http://academictorrents.com/details/af6745de427de294a32cfee3ceae5b8aba909500
Academic Torrents
movies

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