Search result for Information Theory Online Courses & Certifications
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Information Theory
by Prof. Raymond W. Yeung- 4.7
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Approx. 33 hours to complete
Raymond Yeung’s textbook entitled Information Theory and Network Coding (Springer 2008). This book and its predecessor, A First Course in Information Theory (Kluwer 2002, essentially the first edition of the 2008 book), have been adopted by over 60 universities around the world as either a textbook or reference text. Chapter 1 Information Measures...
Cryptography and Information Theory
by Sang-Yoon Chang- 4.5
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Approx. 8 hours to complete
Welcome to Cryptography and Information Theory! This course combines cryptography (the techniques for protecting information from unauthorized access) and information theory (the study of information coding and transfer). Information Entropy Information Entropy Slides for Information Entropy...
Machine Learning
by Michael Littman , Charles Isbell , Pushkar Kolhe- 0.0
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Approx. 4 months
lesson 1 Supervised Learning Machine Learning is the ROX Decision Trees Regression and Classification Neural Networks Instance-Based Learning Ensemble B&B Kernel Methods and Support Vector Machines (SVM)s Computational Learning Theory VC Dimensions Bayesian Learning Bayesian Inference lesson 2 Unsupervised Learning Randomized optimization Clustering Feature Selection Feature Transformation Information Theory lesson 3 Reinforcement Learning Markov Decision Processes Reinforcement Learning Game Theory...
Free
Quantum Information Science II: Advanced quantum algorithms and information theory
by Isaac Chuang , Aram Harrow- 0.0
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4 Weeks
This three-module sequence of courses covers advanced topics in quantum computation and quantum information, including quantum error correction code techniques; efficient quantum computation principles, including fault-tolerance; and quantum complexity theory and quantum information theory. 3x: Advanced quantum algorithms and information theory For more information about MIT’s Quantum Curriculum, visit quantumcurriculum. Principles of quantum information theory...
$49
Understanding Artificial Intelligence through Algorithmic Information Theory
by Jean-Louis Dessalles- 0.0
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5 Weeks
This course on Algorithmic Information will offer you such a theoretical framework. They understood that the concept of information belonged to computer science; that computer science could say what information means. Algorithmic Information Theory was born. Algorithmic Information is what is left when all redundancy has been removed. Algorithmic information is a great conceptual tool....
$49
Effective Compliance Programs
by Lauren SteinfeldTop Instructor , Andrew KandelTop Instructor- 4.9
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Approx. 11 hours to complete
Other Information Flows Communication & Information Flows The Psychological Aberration or Deviation Theory The Privileged or Entitled Theory The Stress and Pressure Theory The Excessive Greed or Excessive Ambition Theory The Cost-Benefit / Risk Reward Theory The Lack of Recognition Theory The Lack of Self-Control Theory The “Everyone is Doing it” or The Virus Theory...
Game Theory
by Matthew O. Jackson , Kevin Leyton-Brown , Yoav Shoham- 4.6
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Approx. 18 hours to complete
Popularized by movies such as "A Beautiful Mind," game theory is the mathematical modeling of strategic interaction among rational (and irrational) agents. 1-1 Game Theory Intro - TCP Backoff 1-2 Self-Interested Agents and Utility Theory A Brief Introduction to the Basics of Game Theory 4-1 Perfect Information Extensive Form: Taste 4-2 Formalizing Perfect Information Extensive Form Games...
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Relational database systems
by María del Pilar Ángeles- 4.2
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Approx. 15 hours to complete
This course will be completed on six weeks, it will be supported with videos and various documents that will allow you to learn in a very simple way how several types of information systems and databases are available to solve different problems and needs of the companies. Information Systems Components of information systems...
Interprofessional Healthcare Informatics
by Karen Monsen, Ph.D., RN, FAAN- 4.4
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Approx. 11 hours to complete
Informatics Theory Informatics Theory Part 1 Informatics Theory Part 2 Health Information Exchange...
GIS: Understand the Theory and Practice GIS in QGIS
by Ardit Sulce- 0.0
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2.5 hours on-demand video
Learn the theory of Geographic Information Systems, and get trained on making maps and analyzing spatial data in QGIS. This GIS (Geographic Information Systems) course will get you up and running with GIS in a very short time. You will also learn about GPS and remote sensing technologies which are tightly related to geographic information systems....
$14.99
