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What are the best MIT open courses for math and statistics?

Thanks for the A2A,I assume you've already tried stuff like the following (links to the OCW subject included), or if not, check them out:(in no particular order)18.05 - Introduction to Probability and Statistics18.310 - Principles of Discrete Applied Mathematics (I think my friend the math major called this "Math Smorgasbord")18.314 - Combinatorial Analysis18.440 - Probability and Random VariablesA couple of FYI's:#1 - The Math Class Link site is here: Mathematics (Course 18)#2 - The friend mentioned above answered in an email regarding statistics (which I mentioned here: What is it like to study Mathematics at MIT?) -- he was MIT mathematics '97 and Cornell Ph.D. in Statistics '03. As I quoted, he suggested looking at some statistics classes in Economics and/or Business, so here are some possibilities:14.30 - Introduction to Statistical Methods in Economics14.32 - Econometrics14.381 - Statistical Method in Economics14.382 - Econometrics I14.384 - Time Series Analysisetc.See here for the Economics department classes (Course 14): Course 14: EconomicsFor the Course 15 (Management) Classes, see here: Course 15: ManagementA number of the classes are in the Operations Research group, you could try:15.060 - Data, Models, and Decisions15.062 - Data Mining15.075 - Statistical Thinking and Data Analysis15.083 - Integer Programming and Combinatorial Optimization15.085 - Fundamentals of Probability15.098 Special Seminar in Applied Probability and Stochastic ProcessesI see a number of the more interesting subjects aren't offered on OCW yet (like 15.071 / 15.0711, "The Analytics Edge").For engineers primarily:6.041 - Probabilistic Systems Analysis and Applied Probability6.042 - Mathematics for Computer Science / Discrete MathI guess they are giving you an appetizer such that you will want to matriculate at MIT!

Who is Brian Wansink?

Brian WansinkWansink in 2007BornSioux City, IowaKnown forFood behavior and psychologyAwardsIg Nobel Prize (2007)Scientific careerFieldsconsumer behavior, nutrition psychologyInstitutionsCornell University, University of Pennsylvania, Dartmouth College, University of Illinois at Urbana-ChampaignBrian Wansink is an American professor in the fields of consumer behavior and marketing research. He is the former executive director of the USDA's Center for Nutrition Policy and Promotion (CNPP) (2007–2009) and holds the John S. Dyson Endowed Chair in the Applied Economics and Management Department at Cornell University, where he is director of the Cornell Food and Brand Lab.[1]Wansink's lab does research about people's food choices and ways to improve those choices. Starting in 2017, problems with Wansink's papers and presentations were widely discussed in the media; these problems included conclusions not supported by the data presented, data and figures duplicated across papers, and questionable data, including impossible values and incorrect and inappropriate statistical analyses, including data manipulation via "p-hacking".[2][3]The lab had thirteen papers retracted (one twice) and had 15 corrections issued.[4][5][6]On September 20, 2018, Cornell determined that Wansink had committed scientific misconduct and removed him from research and teaching, limiting his activity to cooperating with further investigation of his papers; he resigned effective June 30, 2019.[6]

What are the cheapest universities to do a master’s in artificial intelligence in the USA/Canada?

Artificial Intelligence is usually conceived of as doing more than just computing numbers, such as a calculator, but is more conceptual in nature, such as describing subjective qualities or giving meanings to different contexts.Here are the best Universities according to your preference in Artificial Intelligence in the USA or Canada.Artificial Intelligence colleges in the United States.York University (tie)York University is located north of Toronto and is Canada’s third-largest public university with nearly 60,000 students. With over 5000 courses spread across 11 faculties in schools, there’s something for nearly everyone at York U. The school maintains state-of-the-art facilities and some excellent research funding, including the Sherman Health Sciences Research Centre, which specializes in biomechanics and robotics.Computer Science at York is managed through the Lassonde School of Engineering. Offering both Bachelor of Arts and Bachelor of Science in Computer Science degrees at the undergraduate level, York encourages its students to think outside the box and explore other disciplines. International BA and BSc programs are also available, which integrate a study-abroad component. Areas of strength in research at the graduate level include Artificial Intelligence, Micro/Nanoelectronics, Human-centered computing, and more.Queen’s UniversityQueen’s University is a Canadian icon. Located in Kingston Ontario, the school is known for its old-world architecture, a vibrant student life, and outstanding programming and research. Neo-Gothic limestone study halls — most from the 19th century — dot this neighborhood full of students, artists, researchers, and academics.The School of Computing at Queen’s University offers a dizzying range of course combinations leading to a degree in Computer Science. Students registered in Commerce, Nursing, and Applied Science may pursue a Computing General degree concurrently with their studies. Multi-disciplinary programs allow students to combine elements of visual arts, biomedical computing, cognitive science, and more with their computer science concentration. The School is also active in research, with specializations including Information Systems, Human-Machine learning, Design and Analysis of Algorithms, Computational Linguistics, Perception and Robotics, Artificial Intelligence, and more.Thinking to do Diploma in computer science engineeringArtificial Intelligence colleges in the United States.1. Carnegie Mellon University (Pittsburgh, PA)At Carnegie Mellon’s School of Computer Science, a more intimate and personal connection is held to the study of Artificial Intelligence due to the legacy of researchers and professors Herbert Simon and Allen Newell. Thanks to Simon and Newell’s groundbreaking accomplishments in the field, the study of Artificial Intelligence is one of the most interdisciplinary areas at Carnegie Mellon, with involvement from faculty and students in the departments of Computer Science, Statistics, Electrical and Computer Engineering, and the Tepper School of Business.Historic achievements, such as the CoBots, have been produced from the research teams of AI. CoBots are mobile intelligent robots that have been designed to be “aware of their perceptual, physical, and reasoning limitations and proactively ask for help from humans”. Additionally, the Libratus program, developed by Professor Tuomas Sandholm and Ph.D. student Noam Brown, has beaten professional No-Limit Texas Hold’Em poker players with its “ability to reason when faced with incomplete or misleading information”. Not surprisingly, many students from Carnegie Mellon studying AI participate in the DARPA Robotics Challenge. All levels of study, from Bachelor to Doctorate, are available.2. Stanford University (Stanford, CA)With its ideal location in the heart of Silicon Valley of California, Stanford University has established itself as a world-leading teaching and research institution for higher education, particularly in the sciences. One of the most cutting-edge research areas of our time, Artificial Intelligence, has been studied at Stanford since 1962. The Stanford Artificial Intelligence Laboratory offers various courses, hosts engaging events, and manages outreach programs to local schools. Courses include topics such as the Cutting Edge of Computer Vision, Decision Making Under Uncertainty, and Advanced Robotic Manipulation.Students who enroll in the Graduate Certificate in Artificial Intelligence through the Center for Professional Development will find the AI Laboratory to be one of their greatest resources. This 13 to 15 unit degree is ideal for software engineering interested in the AI specialization. Currently, there are four required courses: Logic and Automated Reasoning, Artificial Intelligence: Principles and Techniques, and two electives of the student’s choice. These may include Natural Language Processing with Deep Learning, Machine Learning, and Computer Vision: From 3-D Reconstruction to Recognition. Students have a maximum of three years to complete the Certificate.3. Massachusetts Institute of Technology “MIT” (Cambridge, MA)MIT itself was founded in 1861 in response to the growing industrial capacity of America and the need for more technologically minded personnel. As a result, the majority of programs offered at MIT are technology-based, and thus many are related to the study of Artificial Intelligence.In 1959 the Artificial Intelligence Laboratory began its own research and experimentation, and in 1963 the Laboratory for Computer Science was opened. As the projects became more and more interconnected, the two labs merged in 2003 to create the Computer Science and Artificial Intelligence Laboratory, the largest and most prominent of the MIT laboratories.Currently, there are more than 100 senior researchers and faculty members representing eight academic departments, managing more than 50 research groups and hundreds of projects. Other participants include 40 postdoctoral fellows and associates, 350 graduate students, and approximately 50 undergraduate students. In total there are over 1,000 members of the Computer Science and Artificial Intelligence Laboratory. All research and experimentation fall under three generalized categories: Artificial Intelligence, Systems, and Theory.4. The University of California, Berkeley (Berkeley, CA)The oldest of the institutes for higher education in the California system, Berkeley has an extensive array of facilities and persons dedicated to the teaching and research of Artificial Intelligence. Berkeley Artificial Intelligence Research Laboratory includes more than two dozen faculty members and over a hundred graduate students. In addition to research opportunities the AI lab offers seminars and courses such as Computational Imagining and Robotic Manipulation and Interaction.The Robotics and Intelligent Machines Laboratory at Berkeley includes:Biomimetics Millisystem LabCITRIS People and Robots InitiativeBerkeley Laboratory for Automation Science and EngineeringRobot Learning GroupAutomated Science and EngineeringEmbedded Human projectBerkeley AeRobot (BEAR) projectComputer Vision groupMedical Robotics at BerkeleyNetwork Embedded Systems TechnologyOther research centers include the Laboratory for Information and System Science, the Vision and Learning Center, the Center for Human Compatible Artificial Intelligence, and the International Computer Science Institute.Much of the study of AI is affiliated with the Department of Electrical Engineering and Computer Sciences.5. Yale University (New Haven, CT)Alan Perlis joined Yale University in the early 1970s and helped found the Department of Computer Science. At that time there were only four main areas of study: Theory of Computation, Artificial Intelligence, Numerical Analysis, and Systems.Today the department prides itself on the interdisciplinary nature of its subject and maintains connections with other departments including psychology, linguistics, music, medicine, and many others. The diversity of the degrees available has also increased to include the four-year Bachelor of Science or Art degrees, a terminal Master of Science degree, and a Doctor of Philosophy.In honor of Perlis’ contributions, the Alan J. Perlis Symposium has been held annually since 1992. Distinguished lecturers and researchers in the Computer Science field from around the world are invited to speak on a relevant and cutting-edge topic. At Yale, research is carried out in the Artificial Intelligence Laboratory and the Center for Computational Vision and Control. The research here particularly focuses on equipping machines so that they can interpret the vague data received from sensors. This research is critical for enabling AI to interact with the 3 dimensional, non-digital world.6. Cornell University (Ithaca, NY)Cornell University has one of the oldest Computer Science departments in the United States, established in 1965. The department has grown to include nearly 40 full-time faculty members, which includes six members of the National Academy of Engineering, one MacArthur Fellow, eight NSF Presidential Young Investigators, and two Turing Award recipients. The student body includes more than 250 graduates and approximately 700 undergraduates.The department maintains 12 major avenues of research in areas such as Graphics, Programming Languages, Robotics, Scientific Computing, and Artificial Intelligence. Research groups specific to Artificial Intelligence are working in areas that include:Computational sustainabilityGame and decision theory, connections to economicsKnowledge representation and reasoningMachine learningNatural language processing, computational linguistics, and information retrievalRoboticsVisionStudents and faculty also have access to the Joan and Irwin Jacobs Technion-Cornell Institute. This historic partnership between Cornell and the Israel Institute of Technology was announced in 2011, with the vision of developing new academic programs “that blend technical depth, business know-how, design skills, and a ‘builder’ mindset”.7. University of Illinois (Urbana/Champaign, IL)At the University of Illinois, the study of computers can be traced back to 1946. Today the Department of Computer Science can be found through the School of Liberal Arts and Sciences. Of the 70 majors offered by the school, seven-degree programs are available through the department, including Computer Science and Anthropology, Computer Science and Astronomy, Computer Science and Chemistry, and Computer Science and Linguistics. There are more than 90 courses related to the Computer Science field.The Artificial Intelligence Laboratory was opened in 1991 with the primary focus of applying AI methodologies to real-world issues. Current projects of the lab include Data Mining for Manufacturing and Design Processes, Biological Motif Modeling, and Automating the Evolution of Linguistic Competence in Artificial Agents. Faculty members involved with this research include Dr. Peter C. Nelson, Dr. Barbara Di Eugenio, and Dr. Bing Liu. Other facilities investigating areas specific to the research of Artificial Intelligence include the Beckman Institute, the Natural Language Processing group, and the Speech and Language Engineering group.8. University of Georgia (Athens, GA)The first Artificial Intelligence group at the University of Georgia was formed in 1984. These dedicated researchers, including faculty members from the departments of Computer Science, Philosophy, Psychology, Linguistics, and Engineering, made great strides in advancing the program. The Artificial Intelligence Center was formally established in 1995. In 2006 the Center became a part of the Franklin College of Arts and Sciences, and in 2008 became the Institute for Artificial Intelligence.Today the Institute is affiliated with more than 75 faculty members and researchers from more than 10 countries. There are two major academic programs offered: the Bachelor of Arts in Cognitive Science and the Master of Science in Artificial Intelligence. Within the Bachelor’s program, there are four areas of concentration: Artificial Intelligence Foundations, Philosophical Foundations, Psychological Foundations, and Language and Culture. The Master’s program has 11 areas of specialization, including genetic algorithms, cognitive modeling, microelectronics, logic programming, and robotics.9. Colorado State University (Fort Collins, CO)Of the eight colleges which comprise Colorado State University, it is the College of Natural Sciences which hosts the Department of Computer Science. Originally located within the Department of Mathematics, Computer Science became its own independent area of study in 1974. There are currently 23 faculty members, more than 650 undergraduate students, and over 140 graduate students within the department. Activities hosted by the department include a weekly colloquium, the Association for Computing Machinery organization, and the AMC Women in Computing club. The Artificial Intelligence program within the department consists of six faculty members and approximately 30 graduate students.Research areas of the department include the High-Performance Computing group, the Computer Vision and Graphics group, and the Artificial Intelligence group. Projects specific to Artificial Intelligence include Reinforcement Learning and Control, EEG Pattern Analysis for Brain-Computer Interfaces, and Intelligence Agents for Protecting Users in Cyberspace. The program has particular strengths in the interface between biology and AI. For instance, they are currently doing research on genetic algorithms and bioinformatics. The university uses a four-course core to lay the foundation for students interested in AI research.10.Eastern Michigan University (Ypsilanti, MI)In the College of Arts and Sciences at Eastern Michigan University, students will find the Department of Computer Science. Going back to the 1980s, students were able to enroll in computer science undergraduate majors through the Mathematics Department. In 1985 Computer Science split from the Mathematics department to create its own field of study. As it continued to expand, the new Computer Science department added Master’s studies by the late 1990s.Currently headed by Professor Augustine Ikeji, the department has recently added courses in data mining, mobile application, and web science. The diversity of the faculty also continues to increase with professors from seven countries and three continents. Though no doctoral studies in computer science are available as of yet, there is a 12-hour graduate certificate offered in Artificial Intelligence. In addition, Eastern Michigan offers the Master’s of Science in Computer Science, and a double Master’s degree with Hochschule Karlsruhe – Technik und Wirtschaft, the University of Applied Science in Germany.Thinking to do masters in any other course, see the Cheapest colleges in the USA.

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