Coursera Courses |
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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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Math for MBA and GMAT Prep (Coursera) https://www.coursera.org/learn/math-mba-gmat-prep This course gives participants a basic understanding of statistics as they apply in business situations. A fair share of students considering MBA programs come from backgrounds that do not include a large amount of training in mathematics and statistics. Often, students find themselves at a disadvantage when they apply for or enroll in MBA programs. This course will give you the tools to understand how these business statistics are calculated for navigating the built-in formulas that are include |
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Math Prep: College & Work Ready (Coursera) https://www.coursera.org/learn/tsi-math-prep This MOOC will cover four main categories: Number Sense, Elementary Algebra, Intermediate Algebra, and Geometry and Statistics. The purpose of this course is to review and practice key concepts to prepare learners for college and the workforce. This course will help learners review and practice key concepts in preparation for the math portion of the Texas Success Initiative Assessment 2.0 (TSI2). The TSI2 is a series of placement tests for learners enrolling in public universities in Texas. Pl |
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Mathematical Biostatistics Boot Camp 1 (Coursera) https://www.coursera.org/learn/biostatistics This class presents the fundamental probability and statistical concepts used in elementary data analysis. It will be taught at an introductory level for students with junior or senior college-level mathematical training including a working knowledge of calculus. A small amount of linear algebra and programming are useful for the class, but not required. |
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Mathematical Biostatistics Boot Camp 2 (Coursera) https://www.coursera.org/learn/biostatistics-2 Learn fundamental concepts in data analysis and statistical inference, focusing on one and two independent samples. |
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Mathematical Foundations for Cryptography (Coursera) https://www.coursera.org/learn/mathematical-foundations-cryptography Welcome to Course 2 of Introduction to Applied Cryptography. In this course, you will be introduced to basic mathematical principles and functions that form the foundation for cryptographic and cryptanalysis methods. These principles and functions will be helpful in understanding symmetric and asymmetric cryptographic methods examined in Course 3 and Course 4. These topics should prove especially useful to you if you are new to cybersecurity. It is recommended that you have a basic knowledge of |
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Mathematical Thinking in Computer Science (Coursera) https://www.coursera.org/learn/what-is-a-proof Mathematical thinking is crucial in all areas of computer science: algorithms, bioinformatics, computer graphics, data science, machine learning, etc. In this course, we will learn the most important tools used in discrete mathematics: induction, recursion, logic, invariants, examples, optimality. We will use these tools to answer typical programming questions like: How can we be certain a solution exists? Am I sure my program computes the optimal answer? Do each of these objects meet the given |
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Mathematics for Computer Science (Coursera) https://www.coursera.org/learn/mathematics-for-computer-science “Welcome to Introduction to Numerical Mathematics. This is designed to give you part of the mathematical foundations needed to work in computer science in any of its strands, from business to visual digital arts, music, games. At any stage of the problem solving and modelling stage you will require numerical and computational tools. We get you started in binary and other number bases, some tools to make sense of sequences of numbers, how to represent space numerical using coordinates, how to stu |
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Mathematics for Engineers: The Capstone Course (Coursera) https://www.coursera.org/learn/mathematics-engineers-capstone Mathematics for Engineers: The Capstone Course provides a capstone project for students who are completing the Mathematics for Engineers specialization. Students will first learn some basic concepts in computational fluid dynamics, and then apply these concepts to compute the fluid flow around a cylinder. Access to MATLAB online and the MATLAB grader is given to all students who enroll. Before enrolling, students should have already taken courses in matrix algebra, differential equations, |
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Mathematics for Machine Learning: Linear Algebra (Coursera) https://www.coursera.org/learn/linear-algebra-machine-learning In this course on Linear Algebra we look at what linear algebra is and how it relates to vectors and matrices. Then we look through what vectors and matrices are and how to work with them, including the knotty problem of eigenvalues and eigenvectors, and how to use these to solve problems. Finally we look at how to use these to do fun things with datasets - like how to rotate images of faces and how to extract eigenvectors to look at how the Pagerank algorithm works. Since we're aiming at data- |
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Mathematics for Machine Learning: Multivariate Calculus (Coursera) https://www.coursera.org/learn/multivariate-calculus-machine-learning This course offers a brief introduction to the multivariate calculus required to build many common machine learning techniques. We start at the very beginning with a refresher on the “rise over run” formulation of a slope, before converting this to the formal definition of the gradient of a function. We then start to build up a set of tools for making calculus easier and faster. Next, we learn how to calculate vectors that point up hill on multidimensional surfaces and even put this into action |
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Mathematics for Machine Learning: PCA (Coursera) https://www.coursera.org/learn/pca-machine-learning This intermediate-level course introduces the mathematical foundations to derive Principal Component Analysis (PCA), a fundamental dimensionality reduction technique. We'll cover some basic statistics of data sets, such as mean values and variances, we'll compute distances and angles between vectors using inner products and derive orthogonal projections of data onto lower-dimensional subspaces. Using all these tools, we'll then derive PCA as a method that minimizes the average squared reconstruc |
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Matrix Algebra for Engineers (Coursera) https://www.coursera.org/learn/matrix-algebra-engineers This course is all about matrices, and concisely covers the linear algebra that an engineer should know. The mathematics in this course is presented at the level of an advanced high school student, but it is recommended that students take this course after completing a university-level single variable calculus course. There are no derivatives or integrals involved, but students are expected to have a basic level of mathematical maturity. Despite this, anyone interested in learning the basics |
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Matrix Factorization and Advanced Techniques (Coursera) https://www.coursera.org/learn/matrix-factorization In this course you will learn a variety of matrix factorization and hybrid machine learning techniques for recommender systems. Starting with basic matrix factorization, you will understand both the intuition and the practical details of building recommender systems based on reducing the dimensionality of the user-product preference space. Then you will learn about techniques that combine the strengths of different algorithms into powerful hybrid recommenders. |
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https://www.coursera.org/learn/matrix-methods Mathematical Matrix Methods lie at the root of most methods of machine learning and data analysis of tabular data. Learn the basics of Matrix Methods, including matrix-matrix multiplication, solving linear equations, orthogonality, and best least squares approximation. Discover the Singular Value Decomposition that plays a fundamental role in dimensionality reduction, Principal Component Analysis, and noise reduction. Optional examples using Python are used to illustrate the concepts and all |
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Maturing Risk Management (Coursera) https://www.coursera.org/learn/sscp-4th-ed-course-8 Course 8: Maturing Risk Management In management science terms, maturing a process or practice means taking positive steps over time to make it more reliable, repeatable and efficient. In practice, this means getting better every day, while showing the measurements that demonstrate improvement and suggest other opportunities to improve. As we saw in chapters one and two risk management for information intensive organizations works best when using evidence-based reasoning to identify, characteri |
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MBSE: Model-Based Systems Engineering (Coursera) https://www.coursera.org/learn/mbse This Model-Based Systems Engineering (MBSE) course and the Digital Thread courses featured earlier in this specialization bring together the concepts from across digital manufacturing and design, forming a vision in which the geometry of a product is just one way of describing it. MBSE is where the model resulting from the evolution of system requirements, design, analysis, verification and validation activities is the focus of design and manufacturing. Students will gain an understanding of sys |
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Meaningful Marketing Insights (Coursera) https://www.coursera.org/learn/meaningful-marketing-insights With marketers are poised to be the largest users of data within the organization, there is a need to make sense of the variety of consumer data that the organization collects. Surveys, transaction histories and billing records can all provide insight into consumers’ future behavior, provided that they are interpreted correctly. In Introduction to Marketing Analytics, we introduce the tools that learners will need to convert raw data into marketing insights. The included exercises are conducted |
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Meaningful Predictive Modeling (Coursera) https://www.coursera.org/learn/meaningful-predictive-modeling This course will help us to evaluate and compare the models we have developed in previous courses. So far we have developed techniques for regression and classification, but how low should the error of a classifier be (for example) before we decide that the classifier is "good enough"? Or how do we decide which of two regression algorithms is better? By the end of this course you will be familiar with diagnostic techniques that allow you to evaluate and compare classifiers, as well as performan |
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Measurement – Turning Concepts into Data (Coursera) https://www.coursera.org/learn/measurement-turning-concepts-data This course provides a framework for how analysts can create and evaluate quantitative measures. Consider the many tricky concepts that are often of interest to analysts, such as health, educational attainment and trust in government. This course will explore various approaches for quantifying these concepts. The course begins with an overview of the different levels of measurement and ways to transform variables. We’ll then discuss how to construct and build a measurement model. We’ll next |
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Measuring and Maximizing Impact of COVID-19 Contact Tracing (Coursera) https://www.coursera.org/learn/measuring-and-maximizing-impact-of-covid-19-contact-tracing This course aims to provide managers and developers of contact tracing programs guidance on the most important indicators of performance of a contact tracing program, and a tool that can be used to project the likely impact of improvements in specific indicators. Students who complete the course will be proficient in using the Contact Tracing Evaluation and Strategic Support Application (ConTESSA) to estimate the impact of their contact tracing program on transmission and strategizing about how |
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Measuring Disease in Epidemiology (Coursera) https://www.coursera.org/learn/measuring-disease-epidemiology Epidemiological research is ubiquitous. Even if you don’t realise it, you come across epidemiological studies and the impact of their findings every single day. You have probably heard that obesity is increasing in high income countries or that malaria is killing millions of people in low income countries. It is common knowledge that smoking causes cancer and that physical activity is protective against heart disease. These facts may seem obvious today, but it took decades of epidemiological res |
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https://www.coursera.org/learn/patient-safety-measurement How will you know if your patient safety and quality project is meeting its objectives? Peter Drucker once said “What gets measured, gets managed.” In this course, students will learn why measurement is critical to quality improvement work. Equally important, they will learn which data sources provide the most meaningful information and tools for how and where to locate them. Finally, students will learn how to interpret data from their patient safety and quality projects to guide and modify the |
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Mécanique : Solide Indéformable (Coursera) https://www.coursera.org/learn/mecanique-solide Ces quelques leçons de mécanique du solide indéformable font partie d'un cours de formation de base en mécanique Newtonienne présenté sous la forme d'un MOOC en quatre parties : 1. Lois de Newton https://www.coursera.org/learn/mecanique-newton 2. Mécanique du point matériel https://www.coursera.org/learn/mecanique-point-materiel 3. Mécanique du Solide Indéformable Cette partie traite la mécanique du solide indéformable. Dans certains établissements, cette matière est vue avec une applicatio |
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Mécanique de Newton (Coursera) https://www.coursera.org/learn/mecanique-newton Ces quelques leçons de mécanique de Newton font partie d'un cours de formation de base en mécanique Newtonienne présenté sous la forme d'un MOOC en quatre parties : 1. Lois de Newton À l’École Polytechnique Fédérale de Lausanne, un cours de mécanique fait partie de la formation de tous les futurs ingénieurs et scientifiques. Il a pour but de leur apprendre à transcrire sous forme mathématique un phénomène physique, afin de pouvoir en formuler une analyse raisonnée. Cette partie couvrira notam |
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Mécanique du point matériel (Coursera) https://www.coursera.org/learn/mecanique-point-materiel Ces quelques leçons de mécanique du point matériel font partie d'un cours de formation de base en mécanique Newtonienne présenté sous la forme d'un MOOC en quatre parties : 1. Lois de Newton https://www.coursera.org/learn/mecanique-newton 2. Mécanique du point matériel Pour illustrer les concepts introduits dans la première partie, on traite ici des problèmes pour lesquels le système mécanique peut être considéré comme un point matériel. Cette partie couvre notamment les problèmes à traiter |
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Mécanique Lagrangienne (Coursera) https://www.coursera.org/learn/mecanique-lagrangienne Ces quelques leçons de mécanique lagrangienne font partie d'un cours de formation de base en mécanique Newtonienne présenté sous la forme d'un MOOC en quatre parties : 1. Lois de Newton https://www.coursera.org/learn/mecanique-newton 2. Mécanique du point matériel https://www.coursera.org/learn/mecanique-point-materiel 3. Mécanique du Solide Indéformable https://www.coursera.org/learn/mecanique-solide 4. Mécanique Lagrangienne Le formalisme de Lagrange permet une résolution efficace de pro |
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Mécanique quantique (Coursera) https://www.coursera.org/learn/mecanique-quantique Comme l'ont montré de plus en plus d'expériences effectuées dès le début du vingtième siècle, les lois de la mécanique newtonienne cessent d'être valables dès qu'on tente de les appliquer à très petite échelle, celle des atomes, des molécules ou des noyaux. On entre alors dans le domaine de la mécanique quantique, où les lois physiques prennent une tout autre nature qui a pu être formalisée de manière rigoureuse à la fin des années 1920. Cette véritable révolution intellectuelle est non seulemen |
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Mechanics of Materials I: Fundamentals of Stress & Strain and Axial Loading (Coursera) https://www.coursera.org/learn/mechanics-1 This course explores the topic of solid objects subjected to stress and strain. The methods taught in the course are used to predict the response of engineering structures to various types of loading, and to analyze the vulnerability of these structures to various failure modes. Axial loading with be the focus in this course. ------------------------------ The copyright of all content and materials in this course are owned by either the Georgia Tech Research Corporation or Dr. Wayne Whiteman. B |
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Mechanics of Materials II: Thin-Walled Pressure Vessels and Torsion (Coursera) https://www.coursera.org/learn/mechanics2 This course explores the analysis and design of thin-walled pressure vessels and engineering structures subjected to torsion. ------------------------------------------------ The copyright of all content and materials in this course are owned by either the Georgia Tech Research Corporation or Dr. Wayne Whiteman. By participating in the course or using the content or materials, whether in whole or in part, you agree that you may download and use any content and/or material in this course for you |
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Mechanics of Materials III: Beam Bending (Coursera) https://www.coursera.org/learn/beam-bending This course explores the analysis and design of beam bending problems. Prerequisite Knowledge: You will need to have successfully completed my earlier course “Mechanics of Materials I: Fundamentals of Stress and Strain and Axial Loading” in order to be successful in this course ------------------------------------------------- The copyright of all content and materials in this course are owned by either the Georgia Tech Research Corporation or Dr. Wayne Whiteman. By participating in the course |
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Mechanics of Materials IV: Deflections, Buckling, Combined Loading & Failure Theories (Coursera) https://www.coursera.org/learn/materials-structures This course explores the analysis and design of engineering structures considering factors of deflection, buckling, combined loading, & failure theories ------------------------------------------------- The copyright of all content and materials in this course are owned by either the Georgia Tech Research Corporation or Dr. Wayne Whiteman. By participating in the course or using the content or materials, whether in whole or in part, you agree that you may download and use any content and/or mat |
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Mechanics: Motion, Forces, Energy and Gravity, from Particles to Planets (Coursera) https://www.coursera.org/learn/mechanics-particles-planets Most of the phenomena in the world around you are, at the fundamental level, based on physics, and much of physics is based on mechanics. Mechanics begins by quantifying motion, and then explaining it in terms of forces, energy and momentum. This allows us to analyse the operation of many familiar phenomena around us, but also the mechanics of planets, stars and galaxies. This on-demand course is recommended for senior high school and beginning university students and anyone with a curiosity ab |
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Media ethics & governance (Coursera) https://www.coursera.org/learn/media-ethics-governance Media Ethics and Governance About this course: This course explores some of the basic theories, models and concepts in the field of media ethics. We will introduce influential ethical theories and perspectives, explore changing societal demands and expectations of media creation and media use, and we will elaborate on existing ethical norms for media professionals. After following this course, you will be able to reflect on ethical dilemmas and develop a well-substantiated argumentation for eth |
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Mediation and Conflict Resolution (Coursera) https://www.coursera.org/learn/conflict-resolution-mediation Mediation is a crucial means to reaching peaceful and agreed solutions in today’s world – on an international, political, industrial, peace-keeping or social level. With the course you will be able to choose and lead a mediation process. You will gain a deeper understanding of workplace and international conflict resolution. Fundamentals of Negotiation are required to complete this MOOC. You can acquire them through our MOOC "Negotiation Fundamentals". After this course, you will be able to: |
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Medicaid Policy & Politics (Coursera) https://www.coursera.org/learn/medicaid-policy-politics Medicaid is a government program that pays for the healthcare of low-income Americans. In this course, we discuss how the federal government, individual states, and private systems interact to fund, regulate, and deliver healthcare under this system. We establish a basic history and structure under the law, and give a general overview of funding, trends, similarities and differences between states, and some states' attempts to integrate social determinants of health into healthcare. It ends with |
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Medical Applications of Particle Accelerators (NPAP MOOC) (Coursera) https://www.coursera.org/learn/medical-applications-particle-accelerators Hello and welcome to this course! The NPAP - Medical Applications of Accelerators is one out of three courses in the Nordic Particle Accelerator Program (NPAP). Here you will be taken on a tour focusing on the medical applications of particle accelerators. You will see that there are two very important, but different, applications of accelerators in hospitals. The first application concerns radiotherapy of tumours and the other concerns the production of medical nuclides for diagnosis and tre |
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Medical Billing and Coding Essentials (Coursera) https://www.coursera.org/learn/medical-billing-coding-essentials Insurance and Billing, and Coding Essentials is a comprehensive course with insight and focus on the role of the Insurance Billing Specialist. The course provides foundational knowledge required of an administrative allied healthcare professional. Emphasis is placed on the revenue cycle and basic insurance terminology. In this course, students are exposed to a variety of eLearning elements that allow hands-on interaction with the screen for an engaging education. In addition to video-based inst |
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Medical Cannabis for Pain Control (Coursera) https://www.coursera.org/learn/medical-cannabis-pain-control Cannabis is a group of flowering plants that has been long used for industrial, recreational and medical purposes. When relating to its medical use, the terms "Medical Cannabis" or "Medical marijuana" has become prevalent. In this course we will use the term "Medical Cannabis". Nowadays, Medical Cannabis involves multiple medical disciplines such as neuroscience, pain, pharmacology, oncology, psychiatry and more. Moreover, it has cultural, agricultural and social, legal and political implication |
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Medical Emergencies: Airway, Breathing, and Circulation (Coursera) https://www.coursera.org/learn/medical-emergencies-airway-breathing-circulation In this course, you will develop the knowledge and skills to assess and stabilize certain types of patients for transport. By the end of this course, you will be able to: 1) assess a basic medical patient 2) describe general pharmacologic principles and the skills associated with medication administration, 3) explain airway physiology, the assessment of the airway and available interventions for airway management, 4) identify, assess and formulate a plan to stabilize a patient with a respiratory |
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Medical Emergencies: CPR, Toxicology, and Wilderness (Coursera) https://www.coursera.org/learn/medical-emergencies-cpr-toxicology-wilderness In this course, you will develop the knowledge and skills to assess and stabilize certain types of patients for transport. By the end of this course, you will be able to: (1) Identify the signs and symptoms associated with a patient in shock, to describe the major categories of shock, to assess a patient with signs of shock and formulate a plan for treatment to stabilize the patient for transport, (2) Identify a patient in cardiac arrest and to describe the components of high performance CPR inc |
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Medical Neuroscience (Coursera) https://www.coursera.org/learn/medical-neuroscience Medical Neuroscience explores the functional organization and neurophysiology of the human central nervous system, while providing a neurobiological framework for understanding human behavior. In this course, you will discover the organization of the neural systems in the brain and spinal cord that mediate sensation, motivate bodily action, and integrate sensorimotor signals with memory, emotion and related faculties of cognition. The overall goal of this course is to provide the foundation for |
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Medical Terminology and the Human Body Fundamentals (Coursera) https://www.coursera.org/learn/medical-terminology-human-body-fundamentals In this Introduction to Medical Terminology and the Human Body course, you will learn about the medical language that is used to describe the human body. Throughout each Lesson, the roots of terms are explained to help students understand how medical terminology works in healthcare and to increase their knowledge and understanding of the material discussed. This course will provide you with a better understanding and working knowledge of medicine that is required for understanding of medical re |
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Medical Terminology I (Coursera) https://www.coursera.org/learn/medical-terminology-1 This course will discuss the importance of learning medical language as well as introduce basic word parts and concepts applied in medical terminology. We will also learn about common organization and terms seen in medical records before moving into system-specific terms for the integumentary system (skin), musculoskeletal system (muscles and bones), and urinary (kidneys). |
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Medical Terminology II (Coursera) https://www.coursera.org/learn/medicalterminology-2 This is the second course of the Medical Terminology specialization. It builds on the basic concepts of medical terminology with the introduction of new roots, terms, and abbreviations specific to the endocrine system (hormones). The body's transportation and defense systems (cardiovascular, blood, and lymphatic) will also be covered as well as the respiratory system (lungs). |
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Medical Terminology III (Coursera) https://www.coursera.org/learn/medical-terminology-iii This final course finishes the comprehensive examination of medical terminology by introducing new roots, terms, and abbreviations related to the remaining body systems: nervous (brain, spinal cord, and nerves) and special senses (eyes and ears), digestive, and reproductive. |
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Medical Terminology, Anatomy, and Physiology Fundamentals (Coursera) https://www.coursera.org/learn/medical-terminology-anatomy-physiology-fundamentals In this Introduction to Medical Terminology and the Human Body course, you will learn about the medical language that is used to describe the human body. Throughout each Lesson, the roots of terms are explained to help students understand how medical terminology works in healthcare and to increase their knowledge and understanding of the material discussed. This course will provide you with a better understanding and working knowledge of medicine that is required for understanding of medical re |
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Medir y optimizar campañas de marketing en redes sociales (Coursera) https://www.coursera.org/learn/medir-y-optimizar-campanas-de-marketing-en-redes-sociales Este curso te proporcionará las habilidades para optimizar tus acciones de marketing en redes sociales. Aprende a evaluar e interpretar los resultados de tus campañas publicitarias. Aprende a evaluar la efectividad de la publicidad a través de estudios de mejora y optimiza tus campañas con pruebas divididas. Comprende cómo la efectividad de la publicidad se mide en todas las plataformas y dispositivos, aprende a evaluar el ROI de tu actividad de marketing y perfecciona el modo de comunicar tus r |
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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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Meeting Investors' Goals (Coursera) https://www.coursera.org/learn/meeting-investors-goals In this course, you will dive into the concepts of rationality and irrationality and understand how they impact our investment decisions and what the consequences can be at the market level. You will first explore the different biases that we, as humans, are subjected to when facing investment decisions and how they may impact the outcomes of these decisions. Moreover, you will see how emotions and ethical concerns such as honesty and trust influence market participants. When they are considere |