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Academic Torrents
by Graham Walker; Julia Khodor; Michelle Mischke; Penny Chisholm
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Course Highlights This course features a complete set of video lectures by Professor Graham Walker, a Howard Hughes Medical Institute (HHMI) professor and director of the HHMI Education group at MIT, and Professor Sallie W. Chisholm, Lee and Geraldine Martin Professor of Environmental Studies and co-director of the MIT Earth Systems Initiative. Education development efforts for these introductory biology courses are one of many activities conducted by the HHMI Education Group at MIT. This group...
Source: http://academictorrents.com/details/a2b8a74967e5166ab55bf5f248af8d564c39f795
Academic Torrents
by Jennifer Doudna
movies

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Source: http://academictorrents.com/details/256d7b478f5c95275031e2d38a101091c0a9f5d1
Academic Torrents
by Larry Diamond
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About the Course Democratic Development is intended as a broad, introductory survey of the political, social, cultural, economic, institutional, and international factors that foster or obstruct the development, and consolidation, of democracy. Topics will be examined in historical and comparative perspective, and reference a variety of different national experiences. It is hoped that students in developing or prospective democracies will use the theories, ideas, and lessons in the class to...
Topics: Coursera, Democracy, Politics
Source: http://academictorrents.com/details/1452d6a906d5d164c1adfc4b81a74a6690a8ec4b
Academic Torrents
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Computer Vision has become ubiquitous in our society, with applications in search, image understanding, apps, mapping, medicine, drones, and self-driving cars. Core to many of these applications are visual recognition tasks such as image classification and object detection. Recent developments in neural network approaches have greatly advanced the performance of these state-of-the-art visual recognition systems. This course is a deep dive into details of neural-network based deep learning...
Source: http://academictorrents.com/details/b0be621d1089525c26fd7325fe77fee2294cc1ab
Project Gutenberg
by United States
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Book from Project Gutenberg: Motion Picture of Rotating Earth
Topics: World maps, G
Source: https://www.gutenberg.org/ebooks/256
Feature Films
by Séverin-Mars; Pierre Magnier; Gabriel de Gravone; Abel Gance; Ivy Close
movies

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Sisif, a railwayman, and his son Elie fall in love with the beautiful Norma (who Sisif rescued from a train crash when a baby and raised as his daughter), with tragic results. Originally running nine hours, this epic tragedy is notable for the way it foreshadows Gance's later 'Napoleon' in its use of innovative cinematic devices, particularly rapid cutting.
Topic: Drama
Source: DVD
Academic Torrents
by Geoffrey W. Marcy
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A tour of the mysteries and inner workings of our solar system. What are planets made of? Why do they orbit the sun the way they do? How do planets form, and what are they made of? Why do some bizarre moons have oceans, volcanoes, and ice floes? What makes the Earth hospitable for life? Is the Earth a common type of planet or some cosmic quirk? This course will introduce basic physics, chemistry, and math to understand planets, moons, rings, comets, asteroids, atmospheres, and oceans....
Source: http://academictorrents.com/details/1433dd89d4366df2b534c5e3b6b267776a67e7af
Academic Torrents
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Source: http://academictorrents.com/details/4281ef52a65d26489e686a0540d86abd4161b88e
Academic Torrents
by Arvind Narayanan (Princeton University)
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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
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Source: http://academictorrents.com/details/459e24d28a6abce04cc9fd6e9a148c86dcaac19c
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 University of Maryl; , College Park
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Source: http://academictorrents.com/details/5261e17c70036651d1f83a6ca66c399da33bb46e
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 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/5aecd4978d7be3568f454fa6384dcd5683564f63
Academic Torrents
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Source: http://academictorrents.com/details/668ad6d48cd6806e83a049d375c95aa9962a3ff3
Academic Torrents
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Source: http://academictorrents.com/details/71268d279bcfcd9d88c8989c72158d8d73a2e2fc
Academic Torrents
movies

eye 14,441

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Source: http://academictorrents.com/details/7bfcfbaf2c53588b23ba1ebccae47a2b9c5197b7
Academic Torrents
movies

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Source: http://academictorrents.com/details/8033015783d2df3e8b33a343edb8cea9a0b8319a
Academic Torrents
by Nicholas P. Jewell
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Biostatistical concepts and modeling relevant to the design and analysis of multifactor population-based cohort and case-control studies, including matching. Measures of association, causal inference, confounding interaction. Introduction to binary regression, including logistic regression.
Source: http://academictorrents.com/details/8469a366bf4b71ff62d9e2327537771bdc145dfa
Academic Torrents
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Source: http://academictorrents.com/details/ab9ba816268fd74292d888cfb3f413803a178b90
Academic Torrents
movies

eye 5,943

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Source: http://academictorrents.com/details/a0af8db9e7b924993ee017e492195b3eb1b0a78b
Academic Torrents
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Video-lezioni Sistemi Informativi Aziendali
Topics: Sistemi Informativi, Information Systems, UML, Politecnico di Torino
Source: http://academictorrents.com/details/a5f1f19c2f6872cbc83c460e372f0ae7e15bf770
Academic Torrents
by Alison Gibbs, Jeffrey Rosenthal (University of Toronto)
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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
movies

eye 6,242

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

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Source: http://academictorrents.com/details/bef456926de91db59d256b7ca14d466ecaf1efea
Academic Torrents
movies

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Lectures of "Sistemi Informativi Aziendali" at Politecnico di Torino, Italy, year 2017/2018 (in Italian) Argomenti del corso: Introduzione al corso Definizione di Sistema Informativo Modellazione concettuale Modellazione di processo Ingegneria dei requisiti Casi d'uso Web Information Systems Progettazione dell'Interfaccia Utente Sistemi Informativi Manageriali Materiale didattico disponibile alla pagina: http://bit.ly/sistinfo
Topics: Sistemi Informativi, Information Systems, UML, Politecnico di Torino
Source: http://academictorrents.com/details/d1b42ce7f9b00f63fd90bd8468ffb68c7ab1423c
Source: http://academictorrents.com/details/e54694787f54a7a0096d9b0f062d31a3a3925ae8
Academic Torrents
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Stanford course on Convolutional Neural Networks for Visual Recognition # Course Description Computer Vision has become ubiquitous in our society, with applications in search, image understanding, apps, mapping, medicine, drones, and self-driving cars. Core to many of these applications are visual recognition tasks such as image classification, localization and detection. Recent developments in neural network (aka “deep learning”) approaches have greatly advanced the performance of these...
Source: http://academictorrents.com/details/ed8a16ebb346e14119a03371665306609e485f13
Academic Torrents
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This tutorial will be styled as a graduate lecture about medical imaging with deep learning. This will cover the background of popular medical image domains (chest X-ray and histology) as well as methods to tackle multi-modality/view, segmentation, and counting tasks. These methods will be covered in terms of architecture and objective function design. Also, a discussion about incorrect feature attribution and approaches to mitigate the issue. Prerequisites: basic knowledge of computer vision...
Source: http://academictorrents.com/details/e0974c84449826e34d8cc96c943cba2af18ab514
Feature Films
by Adolphe d'Ennery; Raoul Walsh; Edward Knoblock; Ernst Lubitsch; Mary Pickford; Hanns Kräly; George Walsh; Norbert Falk; Philippe Dumanoir; Irene Rich; Holbrook Blinn
movies

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Topics: Romance, Comedy
Source: Unknown
Feature Films
by Jack Davis; Mickey Daniels; Robert F. McGowan; H.M. Walker; Hal Roach; Allen 'Farina' Hoskins; Jackie Condon
movies

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Mickey and Jackie feud over Mary, so Sammy schedules a championship bout between the two rivals.
Topics: Comedy, Family, Short
Source: Unknown
Academic Torrents
movies

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

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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

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Source: http://academictorrents.com/details/05a8fe3f7e3420df6b83f40b0cbccd05e591d9f4
Academic Torrents
by Corno, Fulvio; De Russis, Luigi; Monge Roffarello, Alberto
movies

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Lectures of Ambient Intelligence at Politecnico di Torino, in 2018. Topics: * Introduction to Ambient Intelligence: definitions and available approaches for smart homes, smart buildings, etc. Overview of application areas (home, building, city, traffic, etc.) and types of applications (monitoring, comfort, anomaly detection, ambient assisted living, control and automation, etc.) * Requirements and design methodology for AmI. Design, analysis and specification of requirements and functionalities...
Topics: Ambient Intelligence, Intelligent Environments, Internet of Things, Projects, Python, Smart...
Source: http://academictorrents.com/details/2e2c44bc980463027405408a7975877a7e37c57a
Academic Torrents
by University of Minnesota
movies

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

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Source: http://academictorrents.com/details/3ba301f087680f41a88224c49c01218b24de868b
Academic Torrents
movies

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Source: http://academictorrents.com/details/5d0746961dc72f9ec4a9cc4cd07b1a4e01349fb4
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
movies

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“Deep Learning” systems, typified by deep neural networks, are increasingly taking over all AI tasks, ranging from language understanding, and speech and image recognition, to machine translation, planning, and even game playing and autonomous driving. As a result, expertise in deep learning is fast changing from an esoteric desirable to a mandatory prerequisite in many advanced academic settings, and a large advantage in the industrial job market. In this course we will learn about the...
Source: http://academictorrents.com/details/9bd4c5afe4f80a0b0e519923ff1eb5c76e5c07a9
Source: http://academictorrents.com/details/dfc1ddde962101f00ef9764b91181bd6bb5c9e93
Academic Torrents
by University of Maryl
movies

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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
Feature Films
by Manfred Noa; Hans Kyser; Gotthold Ephraim Lessing; Carl de Vogt; Fritz Greiner; Lia Eibenschütz; Werner Krauss
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Topics: Drama, History
Source: DVD
Feature Films
movies

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Several prohibition agents display cans and bottles of seized liquor for the camera. They are then shown dumping the goods at a junk yard, smashing up the tins and barrels seen earlier. The contents flow into what appears to be a lake of illegal hooch, and a few Negro residents are seen stealing some of the alcohol out of the battered leaking tins.
Topics: Short, News
Source: DVD
Feature Films
by Adolphe d'Ennery; Raoul Walsh; Edward Knoblock; Ernst Lubitsch; Mary Pickford; Hanns Kräly; George Walsh; Norbert Falk; Philippe Dumanoir; Irene Rich; Holbrook Blinn
movies

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Topics: Romance, Comedy
Source: VHS
Feature Films
movies

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Topics: Animation, Short, Comedy
Source: Unknown
Academic Torrents
by University of Michigan
movies

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

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

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Source: http://academictorrents.com/details/0cdba976d648fbe322133833323491ebf8b34340
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
movies

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Source: http://academictorrents.com/details/1ac95dc99ded62ac6bffd24aa3e1b6acb587635b
Academic Torrents
movies

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Source: http://academictorrents.com/details/1448261dd6932e549ba4a86b5d6750aae858d003
Academic Torrents
movies

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Source: http://academictorrents.com/details/43534d22aea22778efce768c4304d6809fa58e6b
Academic Torrents
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Understanding how intelligence works and how it can be emulated in machines is an age old dream and arguably one of the biggest challenges in modern science. Learning, with its principles and computational implementations, is at the very core of this endeavor. Recently, for the first time, we have been able to develop artificial intelligence systems able to solve complex tasks considered out of reach for decades. Modern cameras recognize faces, and smart phones voice commands, cars can see and...
Source: http://academictorrents.com/details/493251615310f9b6ae1f483126292378137074cd
Academic Torrents
movies

eye 7,122

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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 Toronto
movies

eye 539

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About this course: Not all programs are created equal. In this course, we'll focus on writing quality code that runs correctly and efficiently. We'll design, code and validate our programs and learn how to compare programs that are addressing the same task.
Source: http://academictorrents.com/details/5d940b05a2097b5fcf2392916e6c4901743fb219
Academic Torrents
movies

eye 6,920

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

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Source: http://academictorrents.com/details/6f7e43052129b95f470d3043cfce2bf5c15ae380
Academic Torrents
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[Watch an intro video here](http://www.youtube.com/watch?v=KuPai0ogiHk) ##About the Course Neural networks use learning algorithms that are inspired by our understanding of how the brain learns, but they are evaluated by how well they work for practical applications such as speech recognition, object recognition, image retrieval and the ability to recommend products that a user will like. As computers become more powerful, Neural Networks are gradually taking over from simpler Machine Learning...
Source: http://academictorrents.com/details/743c16a18756557a67478a7570baf24a59f9cda6
Academic Torrents
by Stanford University & The University of British Columbia
movies

eye 4,693

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Source: http://academictorrents.com/details/7b96f8f76c4af7752f35c4fc26607cf50b6bb195
Academic Torrents
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==Course Description This course is the second of a two-term sequence with 6.450. The focus is on coding techniques for approaching the Shannon limit of additive white Gaussian noise (AWGN) channels, their performance analysis, and design principles. After a review of 6.450 and the Shannon limit for AWGN channels, the course begins by discussing small signal constellations, performance analysis and coding gain, and hard-decision and soft-decision decoding. It continues with binary linear block...
Topic: MIT6.451S05
Source: http://academictorrents.com/details/83259dc0c7dbd50073113cb1aa7a3e574faca70c
Academic Torrents
movies

eye 5,159

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Source: http://academictorrents.com/details/8a8f93e18dd6c46c48ee2936ed500b1ff4cc9175
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

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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

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Topics: Coursera, qoptintro
Source: http://academictorrents.com/details/b1f4d8ccee24aa956f6226607612ce8867b235a3
Academic Torrents
by Fulvio Corno; Alberto Monge Roffarello
movies

eye 18

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Video-Lezioni per il corso di Tecniche di Programmazione, tenutosi al Politecnico di Torino nell'Anno Accademico 2019/2020. Docenti del corso: Fulvio Corno, Alberto Monge Roffarello, Tatiana Tommasi Informazioni sul corso: - pagina ufficiale del corso: http://bit.ly/tecn-progr - materiale didattico: https://github.com/TdP-2020/materiale - esercizi e laboratori: https://github.com/TdP-2020 - temi d'esame: https://github.com/TdP-esami Queste video-lezioni sono disponibili anche come playlist su...
Topics: Tecniche di Programmazione, Java, Algoritmi, SQL, Ricorsione, Grafi, Simulazioni ad eventi
Source: http://academictorrents.com/details/be289c8dceaa7ef16eb2969431c7e8330285c7f4
Academic Torrents
movies

eye 10,149

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

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Source: http://academictorrents.com/details/c4b2f1ba8fb0ee0b8e49609d2b9c86efae36dc36
Academic Torrents
by N+1 fish, N+2 fish
movies

eye 876

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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/d232b4221119f034e5fdce2d1e5c16c142c2180d
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
movies

eye 5,999

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

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#Course Description This course provides a broad introduction to machine learning and statistical pattern recognition. Topics include: supervised learning (generative/discriminative learning, parametric/non-parametric learning, neural networks, support vector machines); unsupervised learning (clustering, dimensionality reduction, kernel methods); learning theory (bias/variance tradeoffs; VC theory; large margins); reinforcement learning and adaptive control. The course will also discuss recent...
Topics: machine learning, statistics, Regression
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Lecture 1 -- Machine Learning: Introduction to Machine Learning, Linear Models for Regression Reading: Bishop, Chapter 1: sec. 1.1 - 1.5. and Chapter 3: sec. 1.1 - 1.3. Optional: Bishop, Chapter 2: Backgorund material; Hastie, Tibshirani, Friedman, Chapters 2 and 3. Lecture 2 -- Bayesian Framework: Bayesian Linear Regression, Evidence Maximization. Linear Models for Classification. Reading: Bishop, Chapter 3: sec. 3.3 - 3.5. Chapter 4. Optional: Radford Neal's NIPS tutorial on Bayesian Methods...
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Academic Torrents
by Harvard University
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Introduction to the intellectual enterprises of computer science and the art of programming. This course teaches students how to think algorithmically and solve problems efficiently. Topics include abstraction, algorithms, encapsulation, data structures, databases, memory management, security, software development, virtualization, and websites. Languages include C, PHP, and JavaScript plus SQL, CSS, and HTML. Problem sets inspired by real-world domains of biology, cryptography, finance,...
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Academic Torrents
by Stanford University
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Academic Torrents
by Gaetano Borriello, Luis Ceze (University of Washington)
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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...
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Integrative Biology 131: General Human Anatomy. Fall 2005. Professor Marian Diamond. The functional anatomy of the human body as revealed by gross and microscopic examination. The Department of Integrative Biology offers a program of instruction that focuses on the integration of structure and function in the evolution of diverse biological systems. It investigates integration at all levels of organization from molecules to the biosphere, and in all taxa of organisms from viruses to higher...
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Project Gutenberg
by George A. Romero; John Russo
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Book from Project Gutenberg: Night of the Living Dead
Topics: Radiation -- Drama, Dead -- Drama, PS, Cannibalism -- Drama, Horror films, Zombie films
Source: https://www.gutenberg.org/ebooks/23053
Academic Torrents
by Center for Brains, Minds; Machines (CBMM)
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Course description The class covers foundations and recent advances of Machine Learning from the point of view of Statistical Learning Theory. Understanding intelligence and how to replicate it in machines is arguably one of the greatest problems in science. Learning, its principles and computational implementations, is at the very core of intelligence. During the last decade, for the first time, we have been able to develop artificial intelligence systems that can solve complex tasks...
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Academic Torrents
by Dr. Keith Devlin (Stanford University)
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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...
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Academic Torrents
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Academic Torrents
by Stephen Boyd
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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
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Academic Torrents
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favoritefavoritefavoritefavoritefavorite ( 1 reviews )
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Academic Torrents
by Fletcher H Ibser
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Descriptive statistics, probability models and related concepts, sample surveys, estimates, confidence intervals, tests of significance, controlled experiments vs. observational studies, correlation and regression.
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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...
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Academic Torrents
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Academic Torrents
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Academic Torrents
by Wen-mei W. Hwu (University of Illinois)
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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,...
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Academic Torrents
by Jeff Gore
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### Course Description This course provides an introduction to cellular and population-level systems biology with an emphasis on synthetic biology, modeling of genetic networks, cell-cell interactions, and evolutionary dynamics. Cellular systems include genetic switches and oscillators, network motifs, genetic network evolution, and cellular decision-making. Population-level systems include models of pattern formation, cell-cell communication, and evolutionary systems biology. ### Prerequisites...
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Academic Torrents
by Dan Jurafsky; Chris Manning
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Academic Torrents
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### Course Title: Nuclear Reactions and Radiation ### Catalog Description: Energetics and kinetics of nuclear reactions and radioactive decay, fission, fusion, and reactions of energetic neutrons, properties of the fission products and the actinides; nuclear models and transition probabilities; interaction of radiation with matter. ### Course Prerequisite: Physics 7ABC Physics for scientists and engineers Prerequisite Knowledge and/or Skills: The course uses the following knowledge and skills...
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Academic Torrents
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Academic Torrents
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Academic Torrents
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Academic Torrents
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Academic Torrents
by Richard Socher; James Hong; Sameep Bagadia; David Dindi; B. Ramsundar; N. Arivazhagan; Qiaojing Yan
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Natural language processing (NLP) is one of the most important technologies of the information age. Understanding complex language utterances is also a crucial part of artificial intelligence. Applications of NLP are everywhere because people communicate most everything in language: web search, advertisement, emails, customer service, language translation, radiology reports, etc. There are a large variety of underlying tasks and machine learning models powering NLP applications. Recently, deep...
Topics: nlp, deep learning, cs224d
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Academic Torrents
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