Korea Advanced Institute of Science and Technology(KAIST) |
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https://www.coursera.org/learn/ai-materials Learn about the materials that have advanced the performance of artificial intelligence, and the machine learning models that could help accelerate the design and development of novel materials. This course defines artificial intelligence (AI) as a machine to which some or all of the functions of the human brain have been delegated. It highlights the need, and explains in an easy-to-understand way how machine learning from artificial intelligence can dramatically accelerate the development of n |
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Basic Principles of Cell Signaling (Coursera) https://www.coursera.org/learn/basic-principles-of-cell-signaling The coordination of life in multicellular organisms is precisely controlled by cells via various internal and external signals. Cells depend on different types of signals to regulate their growth, division, metabolism as well as death. Signals are growth factors or hormones produced and secreted by other cells. Some signals such as nutrients are in the form of molecules from the environment. Signaling molecules are sensed by direct binding to specific receptor molecules. Depending on the biochem |
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Big data and Language 1 (Coursera) https://www.coursera.org/learn/big-data-language-1 In this course, students will understand characteristics of language through big data. Students will learn how to collect and analyze big data, and find linguistic features from the data. A number of approaches to the linguistic analysis of written and spoken texts will be discussed. The class will consist of lecture videos which are approximately 1 hour and a quiz for each week. There will be a final project which requires students to conduct research on text data and language. |
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Biochemical Principles of Energy Metabolism (Coursera) https://www.coursera.org/learn/energy-metabolism Everyone knows that energy is essential for sustaining life. How can you define energy in life? Have ever thought about ways of how carbohydrates like glucose from your diet can be used for extracting energy? A scientific field that focuses on energy production and flow though living cells and organisms is called bioenergetics. Energy metabolism covers various biochemical ways of energy transformation and regulatory mechanisms of over thousands chemical reactions. Without fine control of those m |
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Chemical Engineering Thermodynamics 1 (Coursera) https://www.coursera.org/learn/chemtherm1 An appreciation of thermodynamics is required to become a chemical and biomolecular engineer. Thermodynamics can assess the viability of a process and is one of the curriculum's most essential topics. The principles are utilized in following engineering courses (kinetics, mass transfer, design, materials) and are applicable to numerous engineering disciplines. The increased emphasis on energy usage and transformation as a result of rising demand, diminishing supply, and global warming necessitat |
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Design Thinking and Global Startup (Coursera) https://www.coursera.org/learn/startup101 This course offers a systematic engineering design methodology: Stanford Design Thinking for preparing global startup. The course empathizes the whole Stanford design thinking process, "Empathy-Define-Ideation-Prototype-Test," for building a startup with a business model that has a “customer truly need” component. This course focuses on lean “Prototype and Test” stages in Stanford Design Thinking. For this, the course introduces a novel manufacturing methodology by using 4th Industrial Revolut |
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Differential Equations Part I Basic Theory (Coursera) https://www.coursera.org/learn/ordinary-differential-equations This introductory courses on (Ordinary) Differential Equations are mainly for the people, who need differential equations mostly for the practical use in their own fields. So we try to provide basic terminologies, concepts, and methods of solving various types of differential equations as well as a rudimentary but indispensable knowledge of the underlying theory and some related applications. The prerequisites of the courses is one- or two- semester calculus course and some exposure to the ele |
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Differential Equations Part II Series Solutions (Coursera) https://www.coursera.org/learn/introduction-to-ordinary-differential-equations-part-2 This introductory courses on (Ordinary) Differential Equations are mainly for the people, who need differential equations mostly for the practical use in their own fields. So we try to provide basic terminologies, concepts, and methods of solving various types of differential equations as well as a rudimentary but indispensable knowledge of the underlying theory and some related applications. The prerequisites of the courses is one- or two- semester calculus course and some exposure to the ele |
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Electrodynamics (CourseraSpecs) https://www.coursera.org/specializations/electrodynamics Offered by Korea Advanced Institute of Science and Technology(KAIST). Launch Your Career in Electrodynamics. The goal of Electrodynamics is ... |
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Electrodynamics: An Introduction (Coursera) https://www.coursera.org/learn/electrodynamics-introduction The depth and breadth of electromagnetism, the foundation for many fields including materials science, electrical engineering, and physical chemistry, requires a long, steep, and steady learning curve. This course aims to bridge the gap between the fundamental principles taught in electromagnetism and its practical application to specific fields such as materials, physics, and chemistry related to energy storage and harvesting. The goal of Electrodynamics: An Introduction is to not only teach |
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Electrodynamics: Analysis of Electric Fields (Coursera) https://www.coursera.org/learn/electrodynamics-analysis-of-electric-fields This course is a continuation of Electrodynamics: An Introduction. Here, we will cover different methods of calculating an electric field. In addition, we will introduce polarization, dielectrics, and how electric fields create dipoles. Learners will • Be able to apply symmetry and other tools to calculate the electric field. • Understand what susceptibility, polarization, and dipoles are. Additionally, students will learn to visualize Maxwell equations in order to apply the derived mathemat |
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Electrodynamics: Electric and Magnetic Fields (Coursera) https://www.coursera.org/learn/electrodynamics-electric-magnetic-fields This course is a continuation of Electrodynamics: An Introduction and Electrodynamics: Analysis of Electric Fields. Here, we will introduce magnetostatics and relate it to the material we learned previously. In addition, we will cover the basics of the electromotive force and how it can be used to build different devices. Learners will • Be able to use solutions from electric fields and relate them to other subjects (heat transfer, diffusion, membrane modeling) • Understand Maxwell's equatio |
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Electrodynamics: In-depth Solutions for Maxwell’s Equations (Coursera) https://www.coursera.org/learn/electrodynamics-solutions-maxwells-equations This course is the fourth course in the Electrodynamics series, and is directly proceeded by Electrodynamics: Electric and Magnetic Fields. Previously, we have learned about visualization of fields and solutions which were not time dependent. Here, we will return to Maxwell's Equations and use them to produce wave equations which can be used to analyze complex systems, such as oscillating dipoles. We will also introduce AC circuits, and how they can be simplified, solved, and applied. Learner |
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Finance for Startups (Coursera) https://www.coursera.org/learn/finance-for-startups Finance is one of the key ingredients for successful startups. Many entrepreneurs, however, lack knowledge of finance. This course teaches basic financial knowledge needed in starting and operating startups to entrepreneurs or would-be entrepreneurs who did not major in finance. Students of this course will learn to read and understand financial statements such as balance sheets, income statements and cash flow statements. They will also practice simple financial planning of a startup. This cour |
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Global Public Procurement (Coursera) https://www.coursera.org/learn/global-public-procurement Students will learn the key principles of public procurement with public entities, including national international organizations. This course also illustrates practical examples and models on understanding the processes and procedurals of public procurement. Through the course, students will learn practical information such as registering as vendors and finding and bidding for opportunities. Week 1 : Global Public Procurement Introduction Week 2 : WTO, GPA, FTA, and Procurement Regulations Wee |
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Intro to Acoustics (Part 1) (Coursera) https://www.coursera.org/learn/intro-to-acoustics This course introduces acoustics by using the concept of impedance. The course starts with vibrations and waves, demonstrating how vibration can be envisaged as a kind of wave, mathematically and physically. They are realized by one-dimensional examples, which provide mathematically simplest but clear enough physical insights. Then the part 1 ends with explaining waves on a flat surface of discontinuity, demonstrating how propagation characteristics of waves change in space where there is a dist |
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Introduction to Acoustics (Part 2) (Coursera) https://www.coursera.org/learn/intro-to-acoustics-2 Learners might have learned the basic concepts of the acoustics from the ‘Introduction to Acoustics (Part 1).’ Now it is time to apply to the real situation and develop their own acoustical application. Learners will analyze the radiation, scattering, and diffraction phenomenon with the Kirchhoff –Helmholtz Equation. Then learners will design their own reverberation room or ducts that fulfill the condition they have set up. |
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Introduction to Advanced Vibrations (Coursera) https://www.coursera.org/learn/introduction-advanced-vibrations Introduction to Advanced Vibrations starts with a review of single and double degree of freedom systems. After that, multiple degrees of freedom systems are introduced to explain the vibrations of string and beam. These vibration systems provide to apply or use them into practical problems |
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Introduction to Basic Vibrations (Coursera) https://www.coursera.org/learn/introduction-basic-vibrations Introduction to Basic Vibrations starts with the fundamental principle of vibrations with a single and double degree of freedom systems. These fundamental vibration systems provide a solid platform not only to understand general vibrations but also to apply or use them into simple mechanical problems. |
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Introduction to Quantum Information (Coursera) https://www.coursera.org/learn/introduction-to-quantum-information The course provides an introduction to quantum information at a beginning graduate level. It focuses on the fundamental understanding of how information is processed with quantum systems and how the quantum properties apply to computing and communication tasks. The course begins by presenting quantum theory as the framework of information processing. Quantum systems are introduced with single and two qubits. Axioms of quantum theory such as states, dynamics, and measurements are explained as pre |
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Introduction to Semiconductor Devices 1 (Coursera) https://www.coursera.org/learn/semiconductor-1 This course aims to provide a general understanding of semiconductor devices. This course explores the principles and the operation mechanism of semiconductor, such as charge transfer, p-n junction, junction capacitors, and Metal-Oxide-Semiconductor Field Effect Transistors(MOSFETs). The lecture notes can be downloaded with registration, that helps students watch the videos. It is recommeded to print them in two pages in one A4 sheet and take notes during lectures for better understanding. |
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Introduction to Semiconductor Devices 2 (Coursera) https://www.coursera.org/learn/semiconductor-2 This course aims to provide a general understanding of semiconductor devices. This coures covers the Metal-Semiconductor Contact, Metal-Oxide-Semiconductor (MOS) capapcitor, Metal-Oxide-Semiconductor Field Effect Transistors(MOSFETs), CMOS, Metal-Semiconductor Field Effect Transistors(MESFETs), Memory and Bipolar Junction Transistor (BJT) to improve the overall knowledge of semiconductor industry. The lecture notes can be downloaded with registration, that helps students watch the videos. I |
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Math for AI beginner part 1 Linear Algebra (Coursera) https://www.coursera.org/learn/math-for-ai-beginner-part-1-linear-algebra 'Learn concept of AI such as machine learning, deep-learning, support vector machine which is related to linear algebra - Learn how to use linear algebra for AI algorithm. - After completing this course, you are able to understand AI algorithm and basics of linear algebra for AI applications. |
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Meditation: A way to achieve your goals in your life (Coursera) https://www.coursera.org/learn/self-reflection-meditation Do we truly think that we have lived for ourselves? Perhaps we have lived for money, love, fame, family and pride etc.? Therefore, we don’t seem to be satisfied even though we are full of those things. It is because that we don’t know ourselves. Eric Fromm talked about human nature as two modes of being: “To Have” and “To Be”. If we are “Having” the nature of possessions, we are not satisfied, and feel empty and futile. Then, how can we be “Being” the nature of our inner-selves? Sometimes, we |
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Mindfulness: An Approach to Stress Reduction (Coursera) https://www.coursera.org/learn/an-approach-to-stress-reduction The course focuses on developing mindfulness skills and techniques, enhancing self-regulation and self-awareness, and improving body awareness, with a strong emphasis on stress management and attentional skills. It may include a variety of practices and activities such as meditation, breathing exercises, and body scans to promote relaxation, emotional regulation, and mental clarity. Participants may also learn practical tools to incorporate mindfulness into daily routines, set intentions for min |
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https://www.coursera.org/learn/mri-fundamentals Welcome! In this course learners will develop expertise in basic magnetic resonance imaging (MRI) physics and principles and gain knowledge of many different data acquisition strategies in MRI. In particular, learners will get to know what is magnetic resonance phenomenon, how magnetic resonance signals are generated, how an image can be formulated using MRI, how soft tissue contrast can change with imaging parameters. Also introduced will be MR imaging sequences of spin echo, gradient echo, fas |
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https://www.coursera.org/learn/particle-dynamics This course teaches dynamics, one of the basic mechanics subjects of Mechanical Engineering. Students would be able to organize their knowledge about force and motion, work-energy, impulse-momentum in view of Newton's 2nd law and its integration over time and displacement. The Engineering Dynamics consists of two parts: particle dynamics and rigid body dynamics. This is the first part of the dynamics: Particle dynamics class will consist of lecture videos, which are about 15 min length (or a bit |
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Practical Python for AI Coding 1 (Coursera) https://www.coursera.org/learn/practical-python-for-ai-coding--preparation-for-coding Introduction video: https://youtu.be/TRhwIHvehR0 This course is for a complete novice of Python coding, so no prior knowledge or experience in software coding is required. This course selects, introduces, and explains Python syntaxes, functions, and libraries that were frequently used in AI coding. In addition, this course introduces vital syntaxes, and functions often used in AI coding and explains the complementary relationship among NumPy, Pandas, and TensorFlow, so this course is helpful f |
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Practical Python for AI Coding 2 (Coursera) https://www.coursera.org/learn/practical-python-for-ai-coding-2 Introduction video : https://youtu.be/TRhwIHvehR0 This course is for a complete novice of Python coding, so no prior knowledge or experience in software coding is required. This course selects, introduces and explains Python syntaxes, functions and libraries that were frequently used in AI coding. In addition, this course introduces vital syntaxes, and functions often used in AI coding and explains the complementary relationship among NumPy, Pandas and TensorFlow, so this course is helpful for |
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Rigid Body Dynamics (Coursera) https://www.coursera.org/learn/rigid-body-dynamics This course teaches dynamics, one of the basic mechanics subjects of Mechanical Engineering. Students would be able to organize their knowledge about force and motion, work-energy, impulse-momentum in view of Newton's 2nd law and its integration over time and displacement. The Engineering Dynamics consists of two parts: particle dynamics and rigid body dynamics. This is the second part of the dynamics: rigid body dynamics The class will consist of lecture videos, which are about 15 min length (o |
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Supply Chain Management: A Learning Perspective (Coursera) https://www.coursera.org/learn/supply-chain-management As a human being, we all consume products and/or services all the time. This morning you got up and ate your breakfast, e.g., eggs, milk, bread, fresh fruits, and the like. After the breakfast, you drove your car to work or school. At your office, you used your computer, perhaps equipped with 27” LCD monitor. During your break, you drank a cup of coffee and played with your iPhone. So on and so forth. You probably take it for granted that you can enjoy all of these products. But if you take a cl |