Korea Advanced Institute of Science and Technology(KAIST)
Public University • KR
Showing 39 courses from Kaist
Chemical Engineering Thermodynamics 1
Korea Advanced Institute of Science and Technology(KAIST) (via Coursera)
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 necessitates that the engineers who will tackle these issues have a firm grasp of thermodynamics. The first and second laws will be studied in this course. Non-ideal features of single-component and multicomponent systems will be emphasized. A substantial portion of the course is devoted to solution thermodynamics, which is crucial for separations (e.g., distillation, extraction, membranes), and chemical equilibrium, which is crucial for reaction engineering. "A theory is more striking when its premises are simpler, when it relates more diverse types of things, and when its scope of applicability is broader. Consequently, the profound impact that classical thermodynamics had on me. It is the only physical theory with universal content that I am confident, within the range of its applicability, will never be overthrown." — Albert Einstein
Introduction to Semiconductor Devices 2
Korea Advanced Institute of Science and Technology(KAIST) (via Coursera)
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. It is recommeded to print them in two pages in one A4 sheet and take notes during lectures for better understanding. Also, there are quiz problems to check your understanding of the lectures each week. To receive course certificate, you must score at least 60% of each week's quiz withing two chances. Lecture notes, quiz and certificate are offered to registered students only. week 1 Metal-Semiconductor Contact (Schottky/Ohmic contacts) week 2 Metal-Oxide-Semiconductor(MOS) Capacitor week 3 MOS Field Effect Transistors(MOSFETs) week 4 CMOS, CMOS logic (Inverter, NAND & NOR gate) week 5 Memory, Optoelectronic Devices week 6 MESFETs, Bipolar Junction Transistors, Modern MOSFET
Mechanical Vibration
Korea Advanced Institute of Science and Technology(KAIST) (via Coursera)
Mechanical Vibrations is a cornerstone course that sets mechanical engineering students apart through its rigorous treatment of physical systems, providing them with an unparalleled depth of understanding compared to other engineering disciplines. This course serves as a fundamental bridge to advanced control subjects such as system modeling, control theory, and automatic control by developing students' mathematical and physical intuition of second-order mechanical systems. Students will study the theoretical foundations of second-order differential equations and their solutions, methods for quantifying vibration characteristics, distinctions between free and forced responses, and parameters that govern vibration behavior. The course emphasizes both analytical understanding and practical application, incorporating numerical methods for solving complex differential equations. Through self-directed MATLAB programming exercises, students independently develop computational skills essential for modern engineering practice, thereby acquiring both theoretical knowledge and hands-on problem-solving capabilities.
Electrodynamics: Analysis of Electric Fields
Korea Advanced Institute of Science and Technology(KAIST) (via Coursera)
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 mathematics to other fields, such as heat/mass diffusion and meso-scale electromechanical properties, and to create patents that could lead to potential innovations in energy storage and harvesting. The approach taken in this course complements traditional approaches, covering a fairly complete treatment of the physics of electricity and magnetism, and adds Feynman’s unique and vital approach to grasping a picture of the physical universe. Furthermore, this course uniquely provides the link between the knowledge of electrodynamics and its practical applications to research in materials science, information technology, electrical engineering, chemistry, chemical engineering, energy storage, energy harvesting, and other materials related fields.
Practical Python for AI Coding 2
Korea Advanced Institute of Science and Technology(KAIST) (via Coursera)
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 even seasoned python users. This course starts with building an AI coding environment without failures on learners’ desktop or notebook computers to enable them to start AI modeling and coding with Scikit-learn, TensorFlow and Keras upon completing this course. Because learners have an AI coding environment on their computers after taking this course, they can start AI coding and do not need to join or use the cloud-based services.
Intro to Acoustics (Part 1)
Korea Advanced Institute of Science and Technology(KAIST) (via Coursera)
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 distributed impedance mismatch.
Introduction to Semiconductor Devices 1
Korea Advanced Institute of Science and Technology(KAIST) (via Coursera)
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. Also, there are quiz problems to check your understanding of the lectures each week. To receive course certificate, you must score at least 60% of each week's quiz withing two chances. Lecture notes, quiz and certificate are offered to registered students only. week 1 Introduction to Semiconductor Devices week 2 Crystal properties, Atoms, Electons and Schrodinger Equation week 3 Carriers in Semiconductors week 4 Excess Carriers and Drift Carriers in Semiconductors week 5 p-n Junction under Equilibrium week 6 Currnet Flow at p-n Junction week 7 Junction Capacitance, p-n Junction Applications, Breakdown
Chemical Engineering Thermodynamics 2
Korea Advanced Institute of Science and Technology(KAIST) (via Coursera)
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 necessitates that the engineers who will tackle these issues have a firm grasp of thermodynamics. The first and second laws will be studied in this course. Non-ideal features of single-component and multicomponent systems will be emphasized. A substantial portion of the course is devoted to solution thermodynamics, which is crucial for separations (e.g., distillation, extraction, membranes), and chemical equilibrium, which is crucial for reaction engineering. "A theory is more striking when its premises are simpler, when it relates more diverse types of things, and when its scope of applicability is broader. Consequently, the profound impact that classical thermodynamics had on me. It is the only physical theory with universal content that I am confident, within the range of its applicability, will never be overthrown." — Albert Einstein
Basic Principles of Cell Signaling
Korea Advanced Institute of Science and Technology(KAIST) (via Coursera)
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 biochemical properties and ways of molecules changes, we can group various signaling events in defined pathways. Throughout specific signal transduction pathways, a signal can modulate cellular activities and gene expression, thereby leading to changes in cell growth, metabolism, differentiation, or many other cellular functions. When genetic mutations or biochemical changes occur in key proteins of certain cellular signaling pathways, cellular homeostasis can be disrupted, thus triggering tissue malfunctions, itiation or spread of cancer, or developmental anomalies. Dissecting biochemical principles of these cell signaling pathways is essential for us to better understand mechanisms of both normal cells and pathological conditions, therefore our knowledge on signal transduction will provide valuable information to develop effective therapeutic agents to fight against diseases.. This 6 week-course will give you a solid introduction to the basic fundamentals of cell signaling. I will first define the concept of cell signaling and introduces major types of cellular signaling events. Throughout 6 weeks, we will study biochemical basis of electrical signaling, chemical signaling as well as gap junction-mediated signaling pathways. We will also learn about key principles underlying signal transduction pathways by studying significance of protein-protein interactions and signaling second messengers. In the end of each week, dysregulated cell signaling in pathological conditions such as c...
Electrodynamics: Electric and Magnetic Fields
Korea Advanced Institute of Science and Technology(KAIST) (via Coursera)
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 equations in the context of magnetostatics • Be introduced to energy and quantum mechanics relating to magnetic forces By relating the concepts in this lecture to other fields, such as heat/mass diffusion, and describing their potential applications, we hope to make this course applicable to our students careers. Because this course covers both basic concepts and device construction, we have designed it to be useful for researchers and industry professionals alike. The approach taken in this course complements traditional approaches, covering a fairly complete treatment of the physics of electricity and magnetism, and adds Feynman’s unique and vital approach to grasping a picture of the physical universe. Furthermore, this course uniquely provides the link between the knowledge of electrodynamics and its practical applications to research in materials science, information technology, electrical engineering, chemistry, chemical engineering, energy storage, energy harvesting, and other materials related fields.
Meditation: A way to achieve your goals in your life
Korea Advanced Institute of Science and Technology(KAIST) (via Coursera)
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 happened to be aware of this “Being” nature and try to change ourselves, but fail. But, because of our daily routines, it’s easily forgotten. And more it is hard to escape from our unwanted minds controlling us. From now on, let us reflect on ourselves and look at our minds leading up to today! Don’t we achieve our goals after knowing ourselves? And let us find the “Being” nature of our original selves after escaping from the minds restraining and controlling us. In this lecture, the definition and principle of the mind are explained in simple and clear ways. You can make sure and practice the methodology of finding the true original mind of inner-self by escaping from the false mind of possession. Self-reflection is the first step to meditate. You can know yourselves most objectively through meditation and you will realize that all the thoughts and actions are due to your minds which are nonexistent and false. If you throw away the false mind, you will find the true mind. Meditation is now world-wide sensation. There are many research reports that show people can be leaders if you have a habit of self-reflection through meditation. Now meditation at school and the workplace are popular. Happiness is having no worries. You can really relax yourself if there is no bundle of thoughts and you can be successful when you know yourself truly. Worries come from the memorized thoughts of the false mind. Your inner potential of positive power are revealed, your peaceful and hap...
Introduction to Quantum Information
Korea Advanced Institute of Science and Technology(KAIST) (via Coursera)
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 preparation, evolution, and readout of qubits. Quantum computing and quantum communication are explained. Entanglement is identified as a key resource of quantum information processing. Manipulation and quantification of entangled states are provided. Quantum information processing opens an avenue to new information technologies beyond the current limitations but, more importantly, provides an approach to understanding information processing at the most fundamental level. What is desired is to find how Nature performs information processing with the quantum and classical systems. The ultimate power of Nature in computing and communication may be found and understood. The course provides a modest step to learn quantum information about how physical systems can be manipulated by the laws of quantum mechanics, how powerful they are in practical applications, and how the fundamental results make quantum advantages.
Practical Python for AI Coding 1
Korea Advanced Institute of Science and Technology(KAIST) (via Coursera)
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 even seasoned python users. This course starts with building an AI coding environment without failures on learners’ desktop or notebook computers to enable them to start AI modeling and coding with Scikit-learn, TensorFlow, and Keras upon completing this course. Because learners have an AI coding environment on their computers after taking this course, they can start AI coding and do not need to join or use the cloud-based services.
Thermodynamics and Phase Equilibria
Korea Advanced Institute of Science and Technology(KAIST) (via Coursera)
In this course, students will learn about thermodynamics and phase equilibrium. Thermodynamics and phase equilibrium are fundamental subjects in materials science and engineering. This course covers basic concepts of thermodynamics, the first, second, and third laws of thermodynamics, and equilibrium states of single and mixed phases. Syllabus Week 1 Introduction, The 1st Law of Thermodynamics (1) Week 2 The 1st Law of Thermodynamics (2), The 2nd Law of Thermodynamics (1) Week 3 The 2nd Law of Thermodynamics (2) Week 4 The 2nd Law of Thermodynamics (3), The Statistical Interpretation of Entropy (1) Week 5 The Statistical Interpretation of Entropy (2) Week 6 Thermodynamic Equilibrium
Electrodynamics: In-depth Solutions for Maxwell’s Equations
Korea Advanced Institute of Science and Technology(KAIST) (via Coursera)
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. Learners will: • Have a complete understanding of Maxwell's Equations and how they relate to the magnetic and electric potentials. • Be able to solve problems related to moving charges, and add relativistic corrections to the equations • Understand the different components in AC circuits, and how their presence can change the function of the circuit. The approach taken in this course complements traditional approaches, covering a fairly complete treatment of the physics of electricity and magnetism, and adds Feynman’s unique and vital approach to grasping a picture of the physical universe. Furthermore, this course uniquely provides the link between the knowledge of electrodynamics and its practical applications to research in materials science, information technology, electrical engineering, chemistry, chemical engineering, energy storage, energy harvesting, and other materials related fields.
Math for AI beginner part 1 Linear Algebra
Korea Advanced Institute of Science and Technology(KAIST) (via Coursera)
'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.
Global Public Procurement
Korea Advanced Institute of Science and Technology(KAIST) (via Coursera)
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 Week 3 : U.S. Government Procurement Market & Regulations Week 4 : US SBA, GSA MAS/VA Contract Process & Procedural Week 5 : UN public Procurement Week 6 : Business Development Strategy for Global Public Procurement
Introduction to Semiconductor Process 1
Korea Advanced Institute of Science and Technology(KAIST) (via Coursera)
This course aims to provide a general understanding of semiconductor process. This course explores the principles and basic theory of semiconductor device and process. Furthermore, the students will learn the overall semiconductor process such as oxidation, diffusion, ion implantation, lithography, etching, thin film deposition, plasma, metallization, and packaging. The lecture notes can be downloaded with registration, that helps students watch the videos. There are quiz problems to check your understanding of the lectures. To receive course certificate., you must score at least 60% of quiz within two chances. Lecture notes, quiz and certificate are offered to registered students only. Introduction to Semiconductor Process 2 Week 1 Wet & Dry Etch (1) Week 2 Wet & Dry Etch (2) Week 3 Thin Film Deposition (1) Week 4 Thin Film Deposition (2) Week 5 Metallization Chemical Mechanical Polishing Strain Engineering Week 6 Electronic Packaging (1) Week 7 Electronic Packaging (2) Week 8 3D Transistor Process
Rigid Body Dynamics
Korea Advanced Institute of Science and Technology(KAIST) (via Coursera)
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 (or a bit longer). These contain a couple of practice problem solving. There will also be standalone homeworks that are not part of video lectures, and a final exam.
Differential Equations Part I Basic Theory
Korea Advanced Institute of Science and Technology(KAIST) (via Coursera)
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 elementary theory of matrices like determinants, Cramer’s Rule for solving linear systems of equations, eigenvalues and eigenvectors.
Signaling actions of small molecules
Korea Advanced Institute of Science and Technology(KAIST) (via Coursera)
Our life is fine-controlled by various molecules in cells. Different types of molecules include macromolecules (e.g., protein, nucleic acid) and small molecules. In addition to classical views of central dogma, emerging roles of small molecules called metaboites have been recently proposed to significantly impact biological events. Metabolites are contiuously and dynamically produced by different metabolic pathways, thus playing key roles in energy metabolism as well as macromolecular biosynthesis/degradation. Accumulating evidence clearly suggests that certain types of metabolites exert signaling actions through interactions with macromolecules. Compared to other protein-protein and nucleic acid-protein interactions, metabolite-protein interactions appear significant in living cells, therby mediating specific actions in regulating target protein functions and activities. This 6 week-course will give you a solid introduction to the basic fundamentals of metabolite-mediated cell signaling. I will first define the concept of metabolites and introduces major types of molceular interactions. Throughout 6 weeks, we will study biochemical basis of metabolite actions in cell signaling. In particular, we will study interesting examples of how endogenous small molecules intreact with target proteins and control their functions. These major topics will be explained in the context of human health and disease such as cancer and inflammtion. Everyone appreciates that cell signaling is essential for sustaining life. How can you explain the action of noxious gases like nitric oxide in controlling blood pressure? What can be the fundamental mode of energy metabolites in modulating gene expression? Have you ever thought about ways of how our gut microbiota can influence our body? By studying signaling actions of metabolites, we can better understand the complex but wonderful nature of our cellular signaling system, further identifying novel ways to manage major human disease.
Math for AI Beginner Part 2 : Vector Calulus
Korea Advanced Institute of Science and Technology(KAIST) (via Coursera)
This course is for learning basic AI and related mathematical concepts and techniques needed for formulating and solving problems in engineering using AI. This course selects, introduces and explains AI concept, 4th industrial revolution, machine learning concept,and it's applications using vector calculus. To use vector calculus for AI, this course introduces gradient, divergence and curl of a vector point function and related identities including evaluation of line, surface and volume integrals using Gauss, Stokes and Green’s theorems and their verification with the physical interpretations of common forms of applications of partial differential equations in various disciplines of study for AI and Math beginners. Upon successful completion of the course, students should appreciate mathematics as a useful tool for formulating (modelling) and solving AI related engineering problems and have a basic understanding of some concepts in vector calculus for AI.
Applied Math for Materials Science and Engineering
Korea Advanced Institute of Science and Technology(KAIST) (via Coursera)
This course is based on the book entitled “Basic Training in Mathematics” written by Prof. R. Shankar at Yale. The course is designed in response to the frequent need of materials science and engineering (MSE) students to apply basic math to their own research. The course covers fundamental topics in calculus, power series, and differential equations. It presents each topic in its simplest form but ensures a thorough treatment, allowing MSE students—and anyone in the physical sciences—to build a strong mathematical foundation. Intended as a 6-week undergraduate-graduate course, the course offers an approach that MSE department might consider to better prepare students for advanced science studies. It is structured for self-study, addressing common student questions directly, making it a resource for both structured and independent learning. This early investment in mathematical preparation helps foster success in the materials science and engineering, where proficiency in mathematics can significantly impact future achievements.
Particle Dynamics
Korea Advanced Institute of Science and Technology(KAIST) (via Coursera)
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 longer). These contain a couple of practice problem solving. There will also be standalone homeworks that are not part of video lectures, and a final exam.
Differential Equations Part III Systems of Equations
Korea Advanced Institute of Science and Technology(KAIST) (via Coursera)
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 elementary theory of matrices like determinants, Cramer’s Rule for solving linear systems of equations, eigenvalues and eigenvectors. Table of Contents Differential Equations Part I Basic Theory Chapter 1 Introduction Chapter 2 First Order Differential Equations Chapter 3 Mathematical Modelling and Applications Chapter 4 Linear Second Order Equations Chapter 5 Applications of Second Order Equations Differential Equations Part II Series Solutions Chapter 1 Euler Equations Chapter 2 Series Solutions of Linear Equations Chapter 3 Special Functions: Bessel Functions and Legendre Polynomials Differential Equations Part III Systems of Differential Equations Chapter 1 Systems of Linear Equations Chapter 2 Stability of Autonomous Systems
MRI Fundamentals
Korea Advanced Institute of Science and Technology(KAIST) (via Coursera)
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, fast spin echo, echo planar imaging, inversion recovery, etc.
Introduction to Advanced Vibrations
Korea Advanced Institute of Science and Technology(KAIST) (via Coursera)
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
Biochemical Principles of Energy Metabolism
Korea Advanced Institute of Science and Technology(KAIST) (via Coursera)
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 metabolic processes, cells and organisms cannot maintain activities linked to life. This 7 week-course will give you a clear introduction to the basic fundamentals of energy metabolism. We will first establish the concept of energy metabolism and subsequently examine biochemical steps involved in energy production from glucose oxdiation as well as glucose synthesis via photosynthesis. We will also learn about metabolic reactions related to fat as well as regulatory actions among different organs. Finally, dysregulated energy metabolism in pathological conditions such as diabetes and cancer will be discussed. 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 regulation of thousands of chemical reactions. Without fine regulation of those metabolic processes, cells and organisms cannot maintain activities linked to life. This 7 week-course will give you a clear introduction to the basic fundamentals of energy metabolism. We will first establish the concept of energy metabolism and subsequently examine biochemical processes involved in energy production as well as photosynthesis. We will also learn about metabolic reacti...
Programming Languages Ⅱ
Korea Advanced Institute of Science and Technology(KAIST) (via Coursera)
The goal of this course is to help students: 1. learn new languages quickly, 2. evaluate various languages and pick the most suitable one for a given task, 3. know when and how to design a little language, and 4. understand the effects of languages on thought and communication. We will study programming language concepts, not as paradigms but as a set of basic building blocks, by 1) implementing interpreters for the concepts using the Scala programming language and 2) rigorously discussing the concepts using the operational semantics.
AI Materials
Korea Advanced Institute of Science and Technology(KAIST) (via Coursera)
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 new materials.
Introduction to Semiconductor Process 2
Korea Advanced Institute of Science and Technology(KAIST) (via Coursera)
This course aims to provide a general understanding of semiconductor process. This course explores the principles and basic theory of semiconductor device and process. Furthermore, the students will learn the overall semiconductor process such as oxidation, diffusion, ion implantation, lithography, etching, thin film deposition, plasma, metallization, and packaging. The lecture notes can be downloaded with registration, that helps students watch the videos. There are quiz problems to check your understanding of the lectures. To receive course certificate., you must score at least 60% of quiz within two chances. Lecture notes, quiz and certificate are offered to registered students only.
Introduction to Acoustics (Part 2)
Korea Advanced Institute of Science and Technology(KAIST) (via Coursera)
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.
Design Thinking and Global Startup
Korea Advanced Institute of Science and Technology(KAIST) (via Coursera)
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 Revolution technology such as FaaS (Factory as a service) with AI, Bigdata, and 3D Printing. As a final achievement of this course, students will make their critical tools such as one-liner, lean-canvas, and global IR (investor relations) pitch deck for the first step of a global innovative startup founder. Although the lectures are designed to be self-contained, we recommend (but do not require) that students refer to the book E. Ries, The Lean Startup, Crown: New York, 2011/T. Hopkins, Selling for Dummies, Wiley: Indianapolis, 2011, and The Mechanical Design Process, D.G. Ullman, 4th Ed., McGraw-Hill, 2010, which can be helpful for this course.
Programming Languages Ⅰ
Korea Advanced Institute of Science and Technology(KAIST) (via Coursera)
The goal of this course is to help students: 1. learn new languages quickly, 2. evaluate various languages and pick the most suitable one for a given task, 3. know when and how to design a little language, and 4. understand the effects of languages on thought and communication. We will study programming language concepts, not as paradigms but as a set of basic building blocks, by 1) implementing interpreters for the concepts using the Scala programming language and 2) rigorously discussing the concepts using the operational semantics.
Electrodynamics: An Introduction
Korea Advanced Institute of Science and Technology(KAIST) (via Coursera)
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 electromagnetism but also introduce some mathematical tools which can be used to solve problems in the subject. Within these lecture notes, we review vector calculus and explain how to use fields to visualize the topics we cover. This course is dynamic, as the lectures continuously build on previous notes and a variety of explanations are presented for each solution. Since this is a lower level course, we will focus on the simple concept of electrostatics. This has applications in exploring intermolecular forces, and qualities of capacitors. Through this, we relate electromagnetism to more conventionally studied topics and its application to specific research topics related to energy storage and harvesting.
Differential Equations Part II Series Solutions
Korea Advanced Institute of Science and Technology(KAIST) (via Coursera)
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 elementary theory of matrices like determinants, Cramer’s Rule for solving linear systems of equations, eigenvalues and eigenvectors.
Introduction to Basic Vibrations
Korea Advanced Institute of Science and Technology(KAIST) (via Coursera)
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.
Supply Chain Management: A Learning Perspective
Korea Advanced Institute of Science and Technology(KAIST) (via Coursera)
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 closer look at how each of these products can be made and eventually delivered to you, you will realize that each one of these is no short of miracle. For example, which fruit do you like? Consider fresh strawberries. In order for the strawberries to be on your breakfast table, there must be numerous functions, activities, transactions, and people involved in planting, cultivating, delivering, and consuming strawberries. Moreover, all of these functions, activities, transactions, and people are connected as an integral chain, through which physical products like strawberries themselves and virtual elements such as information and communication flow back and forth constantly. By grouping related functions or activities, we have a supply chain, comprised of four primary functions such as supplier, manufacturer, distributor, and finally consumer. A supply chain is essentially a value chain. For the society or economy as a whole, the goal is to maximize value, i.e., to create satisfactory value without spending too much. In order to create the maximum value for the strawberry supply chain, every participant in the chain must carry out its function efficiently. In addition, all of the members must coordinate with each other effectively in order to ensure value maximization. We have to face the same issues for almost all the products and services we take for granted in our everyday life, e.g., cars, hamburgers, haircuts, surgeries, movies, banks, restaurants, and you name it! In ...
Mindfulness: An Approach to Stress Reduction
Korea Advanced Institute of Science and Technology(KAIST) (via Coursera)
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 mindfulness practice, and manage stress effectively. Additionally, group discussions and activities may offer a sense of community and support, providing participants with a valuable resource for personal development, psychological well-being, and overall health. The commitment is approximately 2 hours weekly, totaling 12 hours over a span of 6 weeks.