Search result for Entropy Online Courses & Certifications
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Thermodynamics
by Upendra Bhandarkar , Uday N. Gaitonde , M D Atrey- 0.0
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12 Weeks
the second law, thermodynamic temperature scales, and entropy How to interpret entropy change and entropy production and the related terms isentropic and reversible...
$50
Thermodynamics and Phase Equilibria
by Alberto Salleo- 0.0
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16 Weeks
This course, based on MATSCI 204 Thermodynamics and Phase Equilibria , introduces learners to thermodynamics and and how it governs phase equilibria. It is intended for a general audience, and is especially useful as a preparatory course for undergarduate and graduate students who are about to take their first class in thermodynamics....
$150
Introduction to Deep Learning
by Evgeny Sokolov , Зимовнов Андрей Вадимович , Alexander Panin , Ekaterina Lobacheva , Nikita Kazeev- 4.5
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Approx. 34 hours to complete
The goal of this course is to give learners basic understanding of modern neural networks and their applications in computer vision and natural language understanding. The course starts with a recap of linear models and discussion of stochastic optimization methods that are crucial for training deep neural networks. The prerequisites for this course are:...
Cryptography and Information Theory
by Sang-Yoon Chang- 4.5
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Approx. 8 hours to complete
More specifically, the course studies cryptography from the information-theoretical perspectives and discuss the concepts such as entropy and the attacker knowledge capabilities, e. Information Entropy Information Entropy Entropy Recap Slides for Information Entropy...
Statistical Thermodynamics: Molecules to Machines
by Venkat Viswanathan- 3.9
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Approx. 10 hours to complete
Modern engineering research focuses on designing new materials and processes at the molecular level. Statistical thermodynamics provides the formalism for understanding how molecular interactions lead to the observed collective behavior at the macroscale. This course will develop a molecular-level understanding of key thermodynamic quantities like heat, work, free energy and entropy....
Probability and Statistics in Data Science using Python
by Alon Orlitsky , Yoav Freund- 0.0
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10 Weeks
Concepts covered included: random variables, dependence, correlation, regression, PCA, entropy and MDL....
$350
Boltzmann Law: Physics to Computing
by Supriyo Datta , Shuvro Chowdhury- 0.0
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5 Weeks
Provides a unified perspective connecting equilibrium statistical mechanics with stochastic neural networks and quantum computing. A unique course that connects three diverse fields using the unifying concept of a state-space with 2^N dimensions defined by N binary bits. Finally, we move to engineered quantum systems stressing the phenomenon of quantum interference which can lead to awesome computing power....
$750
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Thermodynamics of Materials
by Rafael Jaramillo , Jessica Sandland , John Harrold- 0.0
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16 Weeks
Both classical and statistical interpretations of entropy are presented, but the emphasis of the course is on classical thermodynamics....
$150
Mastering Data Analysis in Excel
by Jana Schaich Borg , Daniel Egger- 4.2
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Approx. 21 hours to complete
You will emerge with substantial vocabulary and practical knowledge of how to apply business data analysis methods based on binary classification (module 2), information theory and entropy measures (module 3), and linear regression (module 4 and 5), all using no software tools more complex than Excel. Probability and Entropy Entropy of a Guessing Game...
Quantum Cryptography
by Stephanie Wehner , Thomas Vidick , Guest Lecturers- 0.0
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10 Weeks
Learn how quantum communication provides security that is guaranteed by the laws of nature. How can you tell a secret when everyone is able to listen in? In this course, you will learn how to use quantum effects, such as quantum entanglement and uncertainty, to implement cryptographic tasks with levels of security that are impossible to achieve classically....
$50
