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"Data Science: R Basics"
"The first in our Professional Certificate Program in Data Science, this course will introduce you to the basics of R programming. You can better retain R when you learn it to solve a specific problem, so you'll use a real-world dataset about crime in the United States. You will learn the R skills needed to answer essential questions about differences in crime across the different states. We'll cover R's functions and data types, then tackle how to operate on vectors and when to use advanced functions like sorting. You'll learn how to apply general programming features like ""if-else,"" and ""for loop"" commands, and how to wrangle, analyze and visualize data. Rather than covering every R skill you might need, you'll build a strong foundation to prepare you for the more in-depth courses later in the series, where we cover concepts like probability, inference, regression, and machine learning. We help you develop a skill set that includes R programming, data wrangling with dplyr, data visualization with ggplot2, file organization with UNIX/Linux, version control with git and GitHub, and reproducible document preparation with RStudio. The demand for skilled data science practitioners is rapidly growing, and this series prepares you to tackle real-world data analysis challenges."
Price: 49.00

"Data Science: Capstone"
"To become an expert data scientist you need practice and experience. By completing this capstone project you will get an opportunity to apply the knowledge and skills in R data analysis that you have gained throughout the series. This final project will test your skills in data visualization, probability, inference and modeling, data wrangling, data organization, regression, and machine learning. Unlike the rest of ourProfessional Certificate Program in Data Science, in this course, you will receive much less guidance from the instructors. When you complete the project you will have a data product to show off to potential employers or educational programs, a strong indicator of your expertise in the field of data science."
Price: 99.00

"Data Science: Inference and Modeling"
"Statistical inference and modeling are indispensable for analyzing data affected by chance, and thus essential for data scientists. In this course, you will learn these key concepts through a motivating case study on election forecasting. This course will show you how inference and modeling can be applied to develop the statistical approaches that make polls an effective tool and we'll show you how to do this using R. You will learn concepts necessary to define estimates and margins of errors and learn how you can use these to make predictions relatively well and also provide an estimate of the precision of your forecast. Once you learn this you will be able to understand two concepts that are ubiquitous in data science: confidence intervals, and p-values. Then, to understand statements about the probability of a candidate winning, you will learn about Bayesian modeling. Finally, at the end of the course, we will put it all together to recreate a simplified version of an election forecast model and apply it to the 2016 election."
Price: 49.00

"Data Science: Linear Regression"
"Linear regression is commonly used to quantify the relationship between two or more variables. It is also used to adjust for confounding. This course, part ofourProfessional Certificate Program in Data Science, covers how to implement linear regression and adjust for confounding in practice using R. In data science applications, it is very common to be interested in the relationship between two or more variables. The motivating case study we examine in this course relates to the data-driven approach used to construct baseball teams described in Moneyball. We will try to determine which measured outcomes best predict baseball runs by using linear regression. We will also examine confounding, where extraneous variables affect the relationship between two or more other variables, leading to spurious associations. Linear regression is a powerful technique for removing confounders, but it is not a magical process. It is essential to understand when it is appropriate to use, and this course will teach you when to apply this technique."
Price: 49.00

"Data Science: Probability"
"In this course, part of our Professional Certificate Program in Data Science,you will learn valuable concepts in probability theory. The motivation for this course is the circumstances surrounding the financial crisis of 2007-2008. Part of what caused this financial crisis was that the risk of some securities sold by financial institutions was underestimated. To begin to understand this very complicated event, we need to understand the basics of probability. We will introduce important concepts such as random variables, independence, Monte Carlo simulations, expected values, standard errors, and the Central Limit Theorem. These statistical concepts are fundamental to conducting statistical tests on data and understanding whether the data you are analyzing is likely occurring due to an experimental method or to chance. Probability theory is the mathematical foundation of statistical inference which is indispensable for analyzing data affected by chance, and thus essential for data scientists."
Price: 49.00

"Data Science: Machine Learning"
"Perhaps the most popular data science methodologies come from machine learning. What distinguishes machine learning from other computer guided decision processes is that it builds prediction algorithms using data. Some of the most popular products that use machine learning include the handwriting readers implemented by the postal service, speech recognition, movie recommendation systems, and spam detectors. In this course,part ofourProfessional Certificate Program in Data Science, you will learn popular machine learning algorithms, principal component analysis, and regularization by building a movie recommendation system. You will learn about training data, and how to use a set of data to discover potentially predictive relationships. As you build the movie recommendation system, you will learn how to train algorithms using training data so you can predict the outcome for future datasets. You will also learn about overtraining and techniques to avoid it such as cross-validation. All of these skills are fundamental to machine learning."
Price: 49.00

"What Every Provider Should Know: High Risk Chief Complaints"
"Managing Emergencies: What Every Doctor Must Know features high quality video lectures, online case scenarios with questions and discussion groups, and a hands-on skills workshop. A detailed syllabus with illustrations and content focusing on the most clinically relevant information is provided. Lectures and materials are all online allowing students the flexibility to proceed at their own pace and schedule. Online case-based discussions are initiated with a video presentation of an undifferentiated patient. Key decisions and studies are highlighted and student responses are posted for other course participants and faculty to review. Video discussions of the online cases with an expert clinician provide practical answers and insightful commentary."
Price: 50.00

"Data Science: Visualization"
"As part of our Professional Certificate Program in Data Science, this course covers the basics of data visualization and exploratory data analysis. We will use three motivating examples and ggplot2, a data visualization package for the statistical programming language R. We will start with simple datasets and then graduate to case studies about world health, economics, and infectious disease trends in the United States. We'll also be looking at how mistakes, biases, systematic errors, and other unexpected problems often lead to data that should be handled with care. The fact that it can be difficult or impossible to notice a mistake within a dataset makes data visualization particularly important. The growing availability of informative datasets and software tools has led to increased reliance on data visualizations across many areas. Data visualization provides a powerful way to communicate data-driven findings, motivate analyses, and detect flaws. This course will give you the skills you need to leverage data to reveal valuable insights and advance your career."
Price: 49.00

"Data Science: Wrangling"
"In this course, part of our Professional Certificate Program in Data Science,we cover several standard steps of the data wrangling process like importing data into R, tidying data, string processing, HTML parsing, working with dates and times, and text mining. Rarely are all these wrangling steps necessary in a single analysis, but a data scientist will likely face them all at some point. Very rarely is data easily accessible in a data science project. It's more likely for the data to be in a file, a database, or extracted from documents such as web pages, tweets, or PDFs. In these cases, the first step is to import the data into R and tidy the data, using the tidyverse package. The steps that convert data from its raw form to the tidy form is called data wrangling. This process is a critical step for any data scientist. Knowing how to wrangle and clean data will enable you to make critical insights that would otherwise be hidden."
Price: 49.00

"What Every Provider Should Know: Clinical Fundamentals"
"Regardless of where physicians practice they are expected to be calm, cool, and collected when confronted with undifferentiated, critically ill patients. Medical education in most countries however, focuses on approaching patients in a methodical, time intensive manner. Although this approach can be effective for certain patients and settings, it can prove disastrous during those moments when time is of the essence. The specialty of Emergency Medicine (EM) centers on rapidly sorting, assessing, and stabilizing undifferentiated patients regardless of the etiology of their condition. Designed by educational leaders in the field of EM, this course is designed to teach healthcare providers the necessary skills to recognize and manage patients with life-threatening emergencies. “What Every Provider Should Know: Clinical Fundamentals” features high quality video lectures, online case scenarios with questions, a discussion forum, and the chance to demonstrate your knowledge by testing to achieve a statement of accomplishment. A detailed syllabus is provided, which focuses on the most clinically relevant information. Lectures and materials are all online allowing students the flexibility to proceed at their own pace and schedule. Case-based discussions are initiated with a video presentation of an undifferentiated patient. Key decisions and studies are highlighted and student responses may also be posted for other course participants and faculty to review. Video discussions of the online cases with an expert clinician provide practical answers and insightful commentary. Emphasis is placed on a methodical approach to patient evaluation and the importance of time-sensitive emergency interventions. Common medical myths and pitfalls are also addressed throughout the course. This course can easily be taught to individual providers, or arranged for groups of providers or students within their hospitals, medical schools or universities. Providers working together and taking the course as a group have the advantage of institutional support, and the chance to reinforce key concepts during their clinical practice."
Price: 50.00

"Circular Economy: An Introduction"
"Our global society is not sustainable. We all know about the challenges we’re facing: waste, climate change, resource scarcity, loss of biodiversity. At the same time, we want to sustain our economies and offer opportunities for a growing world population. This course is about providing solutions we really believe in: a Circular Economy. In this course we explore the Circular Economy: how businesses can create value by reusing and recycling products, how designers can come up with amazingly clever solutions, and how you can contribute to make the Circular Economy happen. You will learn to re-think the economic system you’re experiencing every day, and act upon it. Be a leader in this major paradigm shift! Shape a more circular future together with our global network. The course is led by TU Delft and co-created with the Ellen MacArthur Foundation and the Leiden-Delft-Erasmus Centre for Sustainability."
Price: 50.00

"Interprofessional Education for 21st Century Care"
"This curriculum has been developed from focus groups and interviews with non-physician healthcare professionals at one academic medical center. Most focus group participants worked in inpatient acute care: as such, the curriculum is focused primarily on acute inpatient care."
Price: 50.00

"Terrorism and Counterterrorism"
"Terrorism has gone from a persistent yet marginal security concern to one of the most important security problems of our day. There are few countries that do not suffer from some form of terrorism. Though many attempts at terrorism fail, some groups wage lengthy and bloody campaigns and, in exceptional cases, kill hundreds or even thousands in pursuit of their ends. This course on terrorism will explore the nuances involved in defining terrorism; the nature of Al Qaeda, Hamas, the Islamic State, and other important groups; the effectiveness of different counterterrorism tools; terrorist recruiting, counterterrorism and the rule of law; the political context in South Asia and the Middle East; and the terrorist use of technology. For those interested in an abbreviated version of this course, the 3-section course Terrorism and Counterterrorism: An Introduction is available here."
Price: 49.00

"Terrorism and Counterterrorism: An Introduction"
"Terrorism has gone from a persistent yet marginal security concern to one of the most important security problems of our day. There are few countries that do not suffer from some form of terrorism. Though many attempts at terrorism fail, some groups wage lengthy and bloody campaigns and, in exceptional cases, kill hundreds or even thousands in pursuit of their ends. This course on terrorism will explore the nuances involved in defining terrorism; the nature of Al Qaeda, the Islamic State, and other important groups; the effectiveness of different counterterrorism tools; terrorist recruiting, counterterrorism and the rule of law; the political context in the Middle East; and the terrorist use of technology. For those interested in a more extended version of the course, the full 7-section course Terrorism and Counterterrorism is available here."
Price: 49.00

"Gender and Intersectionality"
"Understanding how gender intersects with various cultural and social concepts is not only essential to understanding gender studies as a scientific discipline, it is also an important part of moving through and experiencing the world as a human being. Understanding gender and intersectionality can help us understand ourselves and the world and culture we live in. This course offers an excellent starting point for anyone coming to gender studies for the first time, or for those already in the field who wish to brush up on the basics through a more visual experience. The course will offer different resources in the form of literature, articles, images, audio, websites, and visual texts about gender in many different contexts. Specifically using examples from popular culture, classical literature, and history, this course will teach you how to analyze religious texts and traditions, class divisions, racial inequality, sexualities, and nationalism through a gendered lens. The course is adapted from a semester length undergraduate level course taught at the University of Iceland."
Price: 50.00

"Cuidado al adulto mayor: una mirada al envejecimiento"
"Alguna vez se ha preguntado ¿Qué ocurre cuando envejecemos? o ¿Qué cuidados debemos brindarle al adulto mayor? En este curso introductorio usted aprenderá sobre los aspectos básicos del envejecimiento, pautas de envejecimiento activo y el cuidado al adulto mayor en diferentes escenarios. Amplíe su conocimiento sobre esta temática en momentos claves de envejecimiento de la población como los que vivimos actualmente a nivel mundial. Si después de tomar este curso usted está interesado o interesada en adquirir un mayor conocimiento y realizar un posgrado lo invitamos a conocer nuestro campus y la Maestría en Cuidado de Enfermería al Adulto Mayor."
Price: 49.00

"COVID-19: Comunicarnos sin daño durante la pandemia"
"Es muy importante tener en cuenta que la manera en que nos comunicamos puede afectar la salud mental de las personas. La comunicación es muy importante en todo momento, pero especialmente en estos momentos de pandemia, el saber cómo comunicarnos ahora puede generar salud, malestar, trastornos o problemas. Por este motivo y conscientes de la responsabilidad social de la academia y comprometidos con las necesidades educativas del momento. Las Facultades de Medicina y Comunicación y Lenguaje de la Pontificia Universidad Javeriana, desarrollaron el curso virtual Comunicarnos sin daño durante la pandemia, en el cual se tratarán las generalidades sobre comunicarnos sin daño, cómo afecta la comunicación los estamentos psíquicos de la persona y cómo el comunicador puede ayudar a dar salud mental."
Price: 10.00

"Diseño de sistemas de información gerencial para intranet con Microsoft Access"
"En el mundo moderno cualquier empresa u organización requiere ser competitiva para mantenerse activa en un mercado cambiante, la toma de decisiones oportunas es fundamental para el éxito de las empresas modernas. Uno de los aspectos que contribuye a esa competitividad es el manejo apropiado de los datos relacionados con sus procesos y la rapidez con la que pueda consultarlos, analizarlos y tomar decisiones precisas e informadas. En este curso de informática nuestro gran aliado será Microsoft Access; un programa de gestión que muchas organizaciones ni siquiera saben que lo tienen o que existe, pero es un gran aliado cuando se requiere gestionar Bases de Datos Relacionales (BDR), es decir, almacenar, consultar, relacionar y/o crear tablas relacionadas a través de códigos, de tamaño intermedio, que son incontrolables en hojas de cálculo como Excel. En este curso en línea aprenderemos a usar Microsoft Access, la cual es una herramienta muy potente y versátil para crear sistemas de información que gestionen esos datos, creando interfaces de usuario que facilitan el ingreso de datos y la visualización de información útil para el análisis y la toma de decisiones. Este sistema de gestión de bases de datos, incluido en Microsoft office, no requiere manejo de lenguaje de programación, porque está pensado para personas diferentes a ingenieros de sistemas, que requieran manejar bases de datos relativamente grandes y complejas, al igual que para personas que quieran construir sistemas de información medianamente robustos y muy potentes sistemas, manejados a través de la Intranet. En este curso de ciencias de la computación aprenderás, además, a entender el lenguaje SQL de las consultas de Access, para utilizarlo en la segunda parte del programa de certificación de “Diseño de software para la toma de decisiones organizacionales”."
Price: 49.00

"Diseño de Sistemas de información gerencial para Internet con MySQL / PHP y Joomla"
"En el mundo moderno cualquier empresa u organización requiere ser competitiva para mantenerse activa en un mercado cambiante. Uno de los aspectos que contribuye a esa competitividad es el manejo apropiado de los datos relacionados con sus procesos y la rapidez con la que pueda consultarlos, analizarlos y tomar decisiones precisas e informadas. Los sistemas de información que funcionan para internet tienen grandes ventajas como poder manejarlos en diferentes dispositivos como computadores, celulares y tabletas. Tienen mucha mayor capacidad de almacenamiento en comparación con Microsoft Access y relativamente mayores protocolos de seguridad para proteger los datos. Otra ventaja de este tipo de software es que el cliente no requiere adquirir ningún programa especializado, lo único que requiere es que los dispositivos estén conectados a Internet para poder manejar sus sistemas de información en línea. En este curso aprenderás a diseñar el mismo sistema de información creado en el primer curso de este programa de certificación, un CRM (Customer Relationship Management), creando la base de datos relacional en MySQL, y los formularios, consultas e informes en la plataforma Joomla con PHP y MySQL."
Price: 49.00

"Identifying Community Needs for Public Library Management"
"Public libraries are becoming dynamic hubs for learning, civic engagement, and community. This course will discuss strategies for gathering statistical and descriptive data about public library communities. Learners will identify local partners in education, social services, government agencies, and more. While conducting real-world investigations, learners will gain deeper insight into the wants and needs of community organizations. This will empower learners to make better management decisions to address those needs, even in libraries with limited budgets."
Price: 49.00

"Shakespeare's Hamlet: The Ghost"
"In the first act of William Shakespeare’s Hamlet , the Ghost of the dead King of Denmark appears to his son, setting off a chain of events that culminates in the play’s notoriously bloody finale. But how would this mysterious figure have been understood in Shakespeare’s time? Harvard professor Stephen Greenblatt guides learners through an exploration of the Ghost’s uncanny theatrical power and the historical contexts from which the character emerged. You will be introduced to the narrative sources of Hamlet, the religious convictions that shaped how Renaissance England understood the afterlife, and how the Ghost would have thrilled and challenged its original audience. By focusing on the Ghost, you will see how the play grapples with issues like death, mourning, remembrance, and the power of theatre. Through short video lectures, readings from the play as well as later works by Coleridge and Joyce, and conversations with experts, you will develop critical tools with which to ""unlock"" the play's possible meanings. If you're reading Hamlet for the first time, this course is a great introduction. If you're reading it for the hundredth time, it is the perfect chance to revisit and refresh your ""take"" on Shakespeare's greatest tragedy."
Price: 49.00

"Shakespeare’s Othello: The Moor"
"In this course, we'll read William Shakespeare’s Othello and discuss the play from a variety of perspectives. The goal of the course is not to cover everything that has been written on Othello. Rather, it is to find a single point of entry to help us think about the play as a whole. Our entry point is storytelling. We'll look at the ways in which Shakespeare's characters tell stories within the play––about themselves, to themselves, and to each other. We'll consider, too, how actors, directors, composers, and other artists tell stories through Othello in performance. By focusing on storytelling, we can see how the play grapples with larger issues including power, identity, and the boundary between fact and fiction. From lectures filmed on-location in Venice and conversations with artists, academics, and librarians at Harvard, students will have unprecedented access to a range of resources for ""unlocking"" Shakespeare's classic play."
Price: 49.00

"Shakespeare's The Merchant of Venice: Shylock"
"In the first act of William Shakespeare’s The Merchant of Venice , the Jewish moneylender Shylock proposes a “merry sport” to the merchant Antonio: he will lend Antonio the money he needs if Antonio agrees to let Shylock take a pound of his flesh should he default. Shylock calls this contract a “merry bond,” and Shakespeare’s First Folio calls the play a comedy. But what does Shylock want from the bond, and how merry does the play ultimately prove? In this course, Harvard professor Stephen Greenblatt guides learners through an in-depth exploration of the character of Shylock. You'll learn about Jewish history in Europe, how early audiences might have responded to the play, and the history of the play’s production through the twenty-first century. With short video lectures, readings from the play, and explorations of adaptations, you will develop critical tools with which to unlock the play's possible meanings. If you're reading The Merchant of Venice for the first time, this course is a great introduction. If you're reading it for the hundredth time, it is the perfect chance to renew your understanding of one of Shakespeare’s most polarizing plays."
Price: 49.00

"English@Work: Basic Job Interview Skills"
"Based on advice from accomplished professionals in the business, HR and academic field, we have created a course that helps you build a solid foundation to succeed in job interviews and get that ultimate call. This course will change the way you prepare for and perform in job interviews."
Price: 50.00

"English@Work: Advanced Job Interview Skills"
"Once you have successfully grasped the foundation of interview success by completing our English@Work: Basic Job Interview Skillscourse, how you persuade others to believe that you are as good as you say you are is now the challenge. Our instructors have had a 100% success rate in getting interviews and landing a job, and we hope to share that experience with you. No more generic answers! Hear what senior management specifically looks for in challenging questions. Stop asking Google! Exchange ideas with a global community of learners. No more rehearsing in your head! Use the tools on the platform to practise, learn to assess answers and get inspiration from instructor feedback and other participants - Verified learners only."
Price: 50.00

"Fundamentals of Manufacturing Processes"
"Have you wondered how something was manufactured? Do you want to learn what it takes to turn your design into a finished product at scale? This course introduces a wide range of manufacturing processes including machining, injection molding, casing, and 3D printing; and explains the fundamental and practical aspects of manufacturing at scale. For each process, 2.008x explains the underlying physical principles, provides several examples and demonstrations, and summarizes design for manufacturing principles. Modules are also included on cost estimation, quality and variation, and sustainability. New content added in 2020 includes multimedia examinations of product disassembly and select updated lecture videos. Together, the content will enable you to design a manufacturing process for a multi-part product, make quantitative estimates of cost and throughput, and recognize important constraints and tradeoffs in manufacturing processes and systems. The course concludes with a perspective on sustainability, digitization, and the worldwide trajectory of manufacturing."
Price: 149.00

"Leadership focused on Human Flourishing"
"It describes the elements of the Leadership model oriented towards human flourishing, in order to develop leaders who achieve better results. We are facing a world leadership crisis, due to (among other factors) the volatile, uncertain, complex, and ambiguous context we are living in. The world needs self-aware leaders who are also aware of their environment, immersed in a permanent learning process, who are committed, resilient, with a positive vision of the present and the future, who find meaning in their life mission, and who flourish by contributing to the flourishing of others. This course will bring the necessary tools to develop a human-flourishing-oriented-leadership."
Price: 149.00

"Effective Communication for Today's Leader"
"Interpersonal communication is one of the most important management skills: everyday we relate with our bosses, collaborators, customers and colleagues. Being a good communicator is synonym to being a good leader. Interpersonal and group communication helps us to create better business environments, and therefore, to have better results."
Price: 149.00

"Leadership and organizational behavior"
"Leadership is everywhere. It is involved in nearly every social action, in some form. Many people who have the potential to be leaders do not realize it. Many who become leaders do not know how to manage those responsibilities. Great leaders can inspire change; bad leaders can cripple their followers with stress and frustration. What differentiates these two is a clear vision, an effective plan, and knowledge of how people work. In this class, you will learn the foundations of psychology at work, so that you can better understand others and guide them to shared goals. Along the way, you will answer these questions: Why do you want to be a leader? What kind of leader can you be? How can you persuade and influence people? How can you motivate and inspire people? Whether you are a formal or informal leader."
Price: 149.00

"Negotiation Skills and Effective Communication"
"We start making negotiations as soon as our day begins, through all our interactions, either work, social, or family-related. But have you ever wondered how efficiently you negotiate, and whether you could be better at it? This is a straightforward opportunity to put into practice all the knowledge you have acquired, and to confirm that the negotiation process is dynamic and can always be improved. The course integrates the most recent advances in the development of negotiation skills, based on modern life complexities, in a simple and direct way. We start out with the structure of effective communication in a negotiation, with the intention of identifying our opportunity areas, and improving them through active learning mechanisms. And what can we say about the role emotions play in a negotiation process? It is necessary to acknowledge , manage, and take advantage of them by using emotional intelligence mechanisms. Negotiation, by definition, implies the relationship between two or more parties who eventually express opposing interests and demand skills for problem-solving. In this course you will learn to identify and manage its irreversible consequences in advance."
Price: 149.00