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The Blockchain
by Stefano M. Stefan- 4.1
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Approx. 9 hours to complete
Begin your exploration of blockchain technologies with a look at fundamental blockchain concepts along with an application in which blockchain technology plays a critical role — cryptofinance. This course also introduces distributed digital systems in terms of software and network architecture, and shows how these systems underlie the functionality of the blockchain....
Advanced Algorithms and Complexity
by Alexander S. Kulikov , Michael Levin , Daniel M Kane , Neil Rhodes- 4.6
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Approx. 27 hours to complete
You've learned the basic algorithms now and are ready to step into the area of more complex problems and algorithms to solve them. Advanced algorithms build upon basic ones and use new ideas. We then proceed to linear programming with applications in optimizing budget allocation, portfolio optimization, finding the cheapest diet satisfying all requirements and many others....
Genome Assembly Programming Challenge
by Alexander S. Kulikov , Michael Levin , Pavel Pevzner , Neil Rhodes- 4.5
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Approx. 18 hours to complete
In Spring 2011, thousands of people in Germany were hospitalized with a deadly disease that started as food poisoning with bloody diarrhea and often led to kidney failure. It was the beginning of the deadliest outbreak in recent history, caused by a mysterious bacterial strain that we will refer to as E....
What is “the mind” and what is artificial intelligence?
by David Quigley- 4.4
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Approx. 8 hours to complete
In this course, we will explore the history of cognitive science and the way these ideas shape how we think of artificial cognition. Introduction The Lure and Eeriness of Machine Life Introduction Tests and Thought Experiments The Turing Test Please excuse video interference "Computing Machinery and Intelligence" by A. M. Turing...
Advanced Data Structures in Java
by Leo Porter , Mia Minnes , Christine Alvarado- 4.8
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Approx. 29 hours to complete
How does Google Maps plan the best route for getting around town given current traffic conditions? How does an internet router forward packets of network traffic to minimize delay? How does an aid group allocate resources to its affiliated local partners? To solve such problems, we first represent the key pieces of data in a complex data structure....
Detección de objetos
by Antonio López Peña , Ernest Valveny , Maria Vanrell- 4.5
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Approx. 18 hours to complete
¿Te interesa la visión por computador? ¿Te gustaría conocer qué métodos puedes utilizar para detectar y reconocer objetos en una imagen? En este curso te introducirás en los principios básicos de cualquier sistema automático de detección y reconocimiento de objetos en imágenes. Finalizar el curso te permitirá: • Conocer las principales técnicas para la descripción y clasificación de una imagen,...
I/O-efficient algorithms
by Mark de Berg- 4.6
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Approx. 10 hours to complete
Operations on data become more expensive when the data item is located higher in the memory hierarchy. An operation on data in CPU registers is roughly a million times faster than an operation on a data item that is located in external memory that needs to be fetched first. Prerequisites: - O-notation, Ω-notation, Θ-notation; how to analyze algorithms...
Approximation Algorithms
by Mark de Berg- 4.7
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Approx. 15 hours to complete
Many real-world algorithmic problems cannot be solved efficiently using traditional algorithmic tools, for example because the problems are NP-hard. The goal of this course is to become familiar with important algorithmic concepts and techniques needed to effectively deal with such problems. We will see how to efficiently find such approximations. Prerequisites:...
Deep Learning in Computer Vision
by Anton Konushin , Alexey Artemov- 3.8
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Approx. 13 hours to complete
Deep learning added a huge boost to the already rapidly developing field of computer vision. With deep learning, a lot of new applications of computer vision techniques have been introduced and are now becoming parts of our everyday lives. These include face recognition and indexing, photo stylization or machine vision in self-driving cars....
Sesenta años de inteligencia artificial
by Carlos GershensonTop Instructor- 4.8
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Approx. 5 hours to complete
En este curso, ofrecido por la UNAM, cubriremos el pasado, presente y futuro de la inteligencia artificial. También mencionaremos los conceptos más importantes que serán útiles en el resto del programa especializado. Discutiremos las implicaciones sociales, éticas y filosóficas de los desarrollos en inteligencia artificial. El pensamiento de la inteligencia artificial...
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