La relación entre los métodos computacionales y el análisis de datos es una de las áreas de mayor interés en la actualidad, debido a la versatilidad, robustez y dinamismo con que pueden analizarse los contenidos digitales (textos, videos, cortes sonoros, entre otros), que se difunden desde las redes sociales o los medios en línea. Este curso en línea, de carácter introductorio, presenta un recorrido por algunas de las principales técnicas empleadas para capturar y analizar textos digitales con métodos asistidos por computador. De la mano de dos reconocidos expertos, aprende a reconocer las principales técnicas asociadas al análisis de datos mediante el uso de herramientas informáticas. Este curso resulta indispensable para elaborar diagnósticos que empleen, como principal insumo, los textos digitales (tuits, mensajes en foros, chats, entre otros), algo que puede ser de gran utilidad en ámbitos como marketing; ventas; información y comunicación; diseño de campañas electorales; consultoría especializada, por citar algunos.

This course is part of the MITx MicroMasters program in Data, Economics, and Development Policy (DEDP). To enroll in the MicroMasters track or to learn more about this program and how it integrates with MIT’s Master’s Program in DEDP , please visit the MicroMasters portal. A randomized evaluation, also known as a field experiment or randomized controlled trial (RCT), is an impact evaluation that uses random assignment to minimize bias, and strengthen our ability to draw causal inferences. This course will provide step-by-step training on how to design and conduct an RCT. You will learn how to build a well-designed, policy relevant study, includingwhy and when to conduct RCTs. Additionally, this course will provide insights on how to implement your RCT in the field, including questionnaire design, piloting, quality control, data collection and management. The course will also introduce common research transparency practices. No previous economics or statistics background is needed. Course Previews: Our course previews are meant to give prospective learners the opportunity to get a taste of the content and exercises that will be covered in each course. If you are new to these subjects, or eager to refresh your memory, each course preview also includes some available resources. These resources may also be useful to refer to over the course of the semester. A score of 60% or above in the course previews indicates that you are ready to take the course, while a score below 60% indicates that you should further review the concepts covered before beginning the course. Please use the this link to access the course preview .

Public policy puts laws into action. The executive branch directs the combined activities of the federal government to address a multitude of problems, from the environment to the economy. The policies of the United States affect social issues, economic growth, taxes, regulation, and foreign affairs. This course will take a broad view of public policy in America but will use specific examples, such as the 2008 economic downturn and climate change, to illustrate the wide-ranging effects of those policies. We’ll address the intersection of religion and politics, and how issues such as abortion and same-sex marriage have played out in the political arena. We’ll discuss fiscal, monetary, welfare and income policy—what they are, what tools they involve, and what political divisions they create. We’ll examine partisan divisions over regulatory policy, and the basis for those divisions. Finally, we’ll trace the evolution of America’s position as a trading nation by examining trade agreements like the North American Free Trade Agreement (NAFTA) and the Trans-Pacific Partnership (TPP). This course will also serve as an overview of American government, concentrating on overarching tendencies such as its fragmented power structure. The importance of these tendencies will be explained by showing how thoroughly each of them affects American politics.

The freedom to call for change, and to amplify that call through mass mobilization, is vital for open and rights-respecting societies. Protests enable people to air grievances, express opinions, petition for remedies for wrongdoing, and to publicly demand accountability. Through protest, those who have been silenced, disempowered or disenfranchised can claim their voice, their strength and their political power. Yet protests around the world are being met with obstruction, repression, punishment, and other forms of restrictions. Many people sense that these restrictions are often wrong. But do you know why they're wrong, and what alternatives you can rightfully demand? You will know this and more after taking this introductory course on the right to protest. You will be able to outline the human rights standards and principles that provide protection, and you will be able to identify which infringements on the freedom to protest are human rights violations. Most importantly, you will be able to defend the right to protest by taking action based on what you learn in this course. Be prepared for active learning, connecting with course participants from around the world, and becoming part of a global community dedicated to defending human rights!

Urban design, inequality and segregation are strongly connected. Cities around the world, from the Global South to the Global North, are facing a rise in inequality and socio-economic segregation. The wealthy are increasingly concentrating in the most attractive urban areas and poverty is spreading to the suburbs. Rising levels of segregation have major consequences for the social sustainability of cities and leads to unequal life opportunities depending on where in the city you live. In this course, aimed at a broad range of professionals, from urban planners and architects to geographers, you will learn what the main drivers and indicators of urban inequality and segregation are, using examples from cities from all over the world. You will learn how segregation is measured, how to interpret the results of the analyses of segregation and how to relate these insights to urban design. With this knowledge, you will be able to analyze how these issues may be affecting your local environment. Additionally, we will present some historical examples of how urban design has played a role shaping spatial inequality and segregation in a selection of case study cities. This will help you to get a better understanding of how urban design can reduce spatial inequality and segregation. The course is taught by the editors of the new SpringerOpen book “Urban socio-economic segregation and income inequality. A global perspective” and senior experts from the Urban Design section of TU Delft, which is ranked number 2 in the QS World University Rankings in the field of Architecture.

This psychology course will show you how the brain works. You will learn the basics of neuroscience, genetics and evolutionary psychology. We will also cover the visual system and other sensory systems. The course concludes with coverage of the variety of states of consciousness. This course includes video-based lectures and demonstrations, interviews with real research psychologists and a plethora of practice questions to help prepare you for that AP® Psychology exam. This is the second in a six-course AP® Psychology sequence designed to prepare you for the AP® Psychology exam. Additional Courses: AP® Psychology - Course 1: What is Psychology AP® Psychology - Course 3: How the Mind Works AP® Psychology - Course 4: How Behavior Works AP® Psychology - Course 5: Health and Behavior AP® Psychology - Course 6: Exam Preparation & Review

While the advances in genomics promise to usher a new era in medical practice and create a major paradigm shift in patient care, the ethical, legal and social impact of genomic medicine will be equally significant. The information and potential use of genomic discoveries are no longer issues left for scientists and medical professionals to handle, but have become ones for the public at large. Rarely a day passes without a genomics-related story reported in the media. By the end of this course, students will be able to better understand the field of genomics; be familiar with various online databases and resources; and understand and appreciate the medical, social, ethical, and legal issues associated with the availability of personal genomic information. Given the diversity of the topics and the specific expertise required to cover each, this is a unique cross-disciplinary course where faculty from different disciplines including genetics, computational sciences, bioinformatics, genetic counseling, bioethics, law, and business will participate in lecturing. We have assembled a team of experts from various departments at Georgetown University and other institutions, to teach this comprehensive online genomics course. For a detailed description of the weekly topics, see the course outline .

This course includes Burmese translations of most of the videos, case studies and quizzes. Around the globe, there are public servants and civic leaders who want to create a better future for their fellow citizens. The challenge is how to deliver—how to create new practices, build new institutions, implement new policies, and transform incentives to sustain transformation. This course is about the “hows” of generating institutional change in hard places. Each week we focus on a different kind of challenge. You will read a case study, examine a problem in detail, help create a “solutions" toolkit, and then apply these insights to a second case. The course introduces concepts and insights from applied political economy and the science of delivery. Topics include: Reducing delay, error, and diversion of funds in citizen services Using citizen monitoring and community-driven projects to improve services in rural areas Preventing conflicts of interest or self-dealing from blocking institutional reform; building trust and community and changing public expectations Overcoming capacity traps (what to do when brain drain, political turbulence, or other problems de-skill government) Facilitating coordination at the cabinet level Developing a strategy and the incentives to sustain change. Drawn from actual experience around the world, each case starts with the problems a reform leader faced and traces the steps taken to address these. You will have a chance to assess the process and decide whether the solutions might work in your own context, as well as offer new proposals. Through quizzes and open response assignments, you will be able to share ideas with others and practice what you have learned. No certificates or other credentials will be awarded in connection with this course.

INQ101x is designed with K-12 teachers in mind. Teacher candidates, higher education instructors, and other educators may also find it relevant. In six weeks, we discuss some of the major themes and challenges of integrating inquiry and technology as a community of practitioners. We collect and share resources and exchange ideas about what works for specific topics and age groups.

The main aim of this course is to give an overview of how contemporary Japanese society has been stratified, from the perspective of changing demographic, familial, and socio-economic structure. Basic statistics will be presented to provide a concrete idea of the changes that have taken place in Japan. By the end of the course, students should have an awareness of similarities and differences across nations regarding social issues including aging population, gender gaps in work and family, and socio-economic inequalities.