Johns Hopkins University |
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Introduction to Parallel Programming with CUDA (Coursera) https://www.coursera.org/learn/introduction-to-parallel-programming-with-cuda This course will help prepare students for developing code that can process large amounts of data in parallel on Graphics Processing Units (GPUs). It will learn on how to implement software that can solve complex problems with the leading consumer to enterprise-grade GPUs available using Nvidia CUDA. They will focus on the hardware and software capabilities, including the use of 100s to 1000s of threads and various forms of memory. |
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Introduction to Systematic Review and Meta-Analysis (Coursera) https://www.coursera.org/learn/systematic-review We will introduce methods to perform systematic reviews and meta-analysis of clinical trials. We will cover how to formulate an answerable research question, define inclusion and exclusion criteria, search for the evidence, extract data, assess the risk of bias in clinical trials, and perform a meta-analysis. Upon successfully completing this course, participants will be able to: - Describe the steps in conducting a systematic review - Develop an answerable question using the “Participants In |
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Introduction to the Biology of Cancer (Coursera) https://www.coursera.org/learn/cancer Over 500,000 people in the United States and over 8 million people worldwide are dying every year from cancer. As people live longer, the incidence of cancer is rising worldwide and the disease is expected to strike over 20 million people annually by 2030. This open course is designed for people who would like to develop an understanding of cancer and how it is prevented, diagnosed, and treated. The course introduces the molecular biology of cancer (oncogenes and tumor suppressor genes) as well |
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Introduction to the Tidyverse (Coursera) https://www.coursera.org/learn/tidyverse This course introduces a powerful set of data science tools known as the Tidyverse. The Tidyverse has revolutionized the way in which data scientists do almost every aspect of their job. We will cover the simple idea of "tidy data" and how this idea serves to organize data for analysis and modeling. We will also cover how non-tidy can be transformed to tidy data, the data science project life cycle, and the ecosystem of Tidyverse R packages that can be used to execute a data science project. I |
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Leadership: An Introduction (CourseraSpecs) https://www.coursera.org/specializations/leadership-introduction Offered by Johns Hopkins University. Learn the Foundations of Leadership Studies. Engage current thinking about leadership, including basic ... |
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Leading Change in Health Informatics (Coursera) https://www.coursera.org/learn/leading-change-health-informatics Do you dream of being a CMIO or a Senior Director of Clinical Informatics? If you are aiming to rise up in the ranks in your health system or looking to pivot your career in the direction of big data and health IT, this course is made for you. You'll hear from experts at Johns Hopkins about their experiences harnessing the power of big data in healthcare, improving EHR adoption, and separating out the hope vs hype when it comes to digital medicine. Whether you're a nurse, pharmacist, physician |
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Linear Algebra from Elementary to Advanced (CourseraSpecs) https://www.coursera.org/specializations/linear-algebra-elementary-to-advanced Offered by Johns Hopkins University. Learn Linear Algebra - the Theory of Everything!. Master techniques and theory of linear algebra |
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Linear Algebra: Linear Systems and Matrix Equations (Coursera) https://www.coursera.org/learn/linear-systems-and-matrix-equations This is the first course of a three course specialization that introduces the students to the concepts of linear algebra, one of the most important and basic areas of mathematics, with many real-life applications. This foundational material provides both theory and applications for topics in mathematics, engineering and the sciences. The course content focuses on linear equations, matrix methods, analytical geometry and linear transformations. As well as mastering techniques, students will be e |
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Living with Dementia: Impact on Individuals, Caregivers, Communities and Societies (Coursera) https://www.coursera.org/learn/dementia-care Health professionals and students, family caregivers, friends of and affected individuals, and others interested in learning about dementia and quality care will benefit from completing the course. Led by Drs. Nancy Hodgson and Laura Gitlin, participants will acquire foundational knowledge in the care of persons with Alzheimer’s Disease and other neurocognitive disorders. |
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Major Depression in the Population: A Public Health Approach (Coursera) https://www.coursera.org/learn/public-health-depression Public Mental Health is the application of the principles of medicine and social science to prevent the occurrence of mental and behavioral disorders and to promote mental health of the population. This course illustrates the principles of public health applied to depressive disorder, including principles of epidemiology, transcultural psychiatry, health services research, and prevention. It is predicted that by 2020 depressive disorder will be the most important cause of disease burden in the e |
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Managing Data Analysis (Coursera) https://www.coursera.org/learn/managing-data-analysis This one-week course describes the process of analyzing data and how to manage that process. We describe the iterative nature of data analysis and the role of stating a sharp question, exploratory data analysis, inference, formal statistical modeling, interpretation, and communication. In addition, we will describe how to direct analytic activities within a team and to drive the data analysis process towards coherent and useful results. This is a focused course designed to rapidly get you up t |
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Mastering Software Development in R (CourseraSpecs) https://www.coursera.org/specializations/r Offered by Johns Hopkins University. Build better data science tools.. Learn to design software for data tooling, distribute R packages, and ... |
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Mastering Software Development in R Capstone (Coursera) https://www.coursera.org/learn/r-capstone R Programming Capstone |
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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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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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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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Multiple Regression Analysis in Public Health (Coursera) https://www.coursera.org/learn/multiple-regression-analysis-public-health Biostatistics is the application of statistical reasoning to the life sciences, and it's the key to unlocking the data gathered by researchers and the evidence presented in the scientific public health literature. In this course, you'll extend simple regression to the prediction of a single outcome of interest on the basis of multiple variables. Along the way, you'll be introduced to a variety of methods, and you'll practice interpreting data and performing calculations on real data from publish |
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Neuroscience and Neuroimaging (CourseraSpecs) https://www.coursera.org/specializations/computational-neuroscience Offered by Johns Hopkins University. Familiarize yourself with fundamental concepts in neuroscience, like Functional Magnetic Resonance ... |
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Operations and Patient Safety for Healthcare IT Staff (Coursera) https://www.coursera.org/learn/healthcare-it-operations-patient-safety Now that you've been introduced to the world of Health IT and the important role played by electronic health records (EHRs), we'll focus on other technologies that play a role in maintaining ongoing operations in healthcare. Telemedicine, patient portals, barcode scanners, printers, and medical devices are just some of the technologies that impact providers and patients. As an IT support specialist, you’ll be asked to troubleshoot issues with a wide variety of tools. You'll see a scenario with a |
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Opioid Epidemic: From Evidence to Impact (Coursera) https://www.coursera.org/learn/opioid-epidemic While prescription opioids serve an invaluable role for the treatment of cancer pain and pain at the end of life, their overuse for acute and chronic non-cancer pain as well as the increasing availability of heroin and illicit fentanyl, have contributed to the highest rates of overdose and opioid addiction in U.S. history. Evidence-informed solutions are urgently needed to address these issues and to promote high-quality care for those with pain. This course and the report it is based on are a r |
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Outbreaks and Epidemics (Coursera) https://www.coursera.org/learn/outbreaks-epidemics Professional epidemiologists are often called on to investigate outbreaks and epidemics. This course serves as an introduction to the essentials of investigation, identifying pathogens, figuring out what's going on, reporting, and responding. You'll learn how to ask precise epidemiologic questions and apply epidemiologic tools to uncover the answers. You'll also learn about basic epidemic dynamics and the terrible law that cause them to grow, as well as the reasons why they recede and eventually |
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Patient Safety (CourseraSpecs) https://www.coursera.org/specializations/patient-safety Offered by Johns Hopkins University. Become a Leader in Patient Safety. Master the strategies and tools to implement effective patient ... |
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Patient Safety and Quality Improvement: Developing a Systems View (Patient Safety I) (Coursera) https://www.coursera.org/learn/patient-safety-systems-view In this course, you will be able develop a systems view for patient safety and quality improvement in healthcare. By then end of this course, you will be able to: 1) Describe a minimum of four key events in the history of patient safety and quality improvement, 2) define the key characteristics of high reliability organizations, and 3) explain the benefits of having strategies for both proactive and reactive systems thinking. |
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Planning a Patient Safety or Quality Improvement Project (Patient Safety III) (Coursera) https://www.coursera.org/learn/patient-safety-project-planning This course provides students with a set of tools and methodologies to plan and initiate a Problem Solving or Quality Improvement project. The first module presents methods for selecting, scoping and structuring a project before it is even initiated. It also introduces the project classifications of implementation and discovery. The second module describes the A3 problem solving methodology and the tool itself. Further in that same module, the student is shown tools to identify problems in flow |
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Point of Care Testing for Sexually Transmitted Infections (Coursera) https://www.coursera.org/learn/poct-for-sti What are sexually transmitted infections (STIs), and why do we care? What is point of care testing (POCT)? What do clinicians and patients want and need from the POCT for STIs? Point of care testing, or medical diagnostic testing done at the time of patient care, is an important tool for the treatment of sexually transmitted infections. This course looks at point of care testing for sexually transmitted infections from the perspective of the clinician, the patient, and the regulatory environme |
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Powering your Home Projects with Raspberry Pi (CourseraSpecs) https://www.coursera.org/specializations/raspberry-pi Offered by Johns Hopkins University. Invent, Prototype, Create -- with Raspberry Pi. Master multi-discipline theory and practice for ... |
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Practical Machine Learning (Coursera) https://www.coursera.org/learn/practical-machine-learning One of the most common tasks performed by data scientists and data analysts are prediction and machine learning. This course will cover the basic components of building and applying prediction functions with an emphasis on practical applications. The course will provide basic grounding in concepts such as training and tests sets, overfitting, and error rates. The course will also introduce a range of model based and algorithmic machine learning methods including regression, classification trees, |
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Precalculus through Data and Modelling (CourseraSpecs) https://www.coursera.org/specializations/precalculus-data-modelling Offered by Johns Hopkins University. Learn foundational math skills and concepts. Develop the mathematical skills you need to analyze, ... |
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Precalculus: Mathematical Modeling (Coursera) https://www.coursera.org/learn/precalculus-mathematical-modelling This course helps to build the foundational material to use mathematics as a tool to model, understand, and interpret the world around us. This is done through studying functions, their properties, and applications to data analysis. Concepts of precalculus provide the set of tools for the beginning student to begin their scientific career, preparing them for future science and calculus courses. This course is designed for all students, not just those interested in further mathematics courses. |
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Precalculus: Periodic Functions (Coursera) https://www.coursera.org/learn/precalculus-periodic-functions This course helps to build the foundational material to use mathematics as a tool to model, understand, and interpret the world around us. This is done through studying functions, their properties, and applications to data analysis. Concepts of precalculus provide the set of tools for the beginning student to begin their scientific career, preparing them for future science and calculus courses. This course is designed for all students, not just those interested in further mathematics courses. |
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Precalculus: Relations and Functions (Coursera) https://www.coursera.org/learn/precalculus-relations-functions This course helps to build the foundational material to use mathematics as a tool to model, understand, and interpret the world around us. This is done through studying functions, their properties, and applications to data analysis. Concepts of precalculus provide the set of tools for the beginning student to begin their scientific career, preparing them for future science and calculus courses. This course is designed for all students, not just those interested in further mathematics courses. |
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PrEParing: PrEP for Providers and Patients (Coursera) https://www.coursera.org/learn/prep Pre-Exposure Prophylaxis (PrEP) using the antiretroviral medication emtricitibine/tenofovir approved in countries around the world is a highly effective means of reducing transmission of HIV through sexual encounters and needle sharing. This Johns Hopkins University course PrEPares you with essential information, concepts and practical advice regarding PrEP from leaders in the field. A first of its kind learning opportunity, both providers and patients learn from the same experts through conte |
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Principles of fMRI 1 (Coursera) https://www.coursera.org/learn/functional-mri Functional Magnetic Resonance Imaging (fMRI) is the most widely used technique for investigating the living, functioning human brain as people perform tasks and experience mental states. It is a convergence point for multidisciplinary work from many disciplines. Psychologists, statisticians, physicists, computer scientists, neuroscientists, medical researchers, behavioral scientists, engineers, public health researchers, biologists, and others are coming together to advance our understanding of |
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Principles of fMRI 2 (Coursera) https://www.coursera.org/learn/functional-mri-2 Functional Magnetic Resonance Imaging (fMRI) is the most widely used technique for investigating the living, functioning human brain as people perform tasks and experience mental states. It is a convergence point for multidisciplinary work from many disciplines. Psychologists, statisticians, physicists, computer scientists, neuroscientists, medical researchers, behavioral scientists, engineers, public health researchers, biologists, and others are coming together to advance our understanding of |
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Principles of Management (Coursera) https://www.coursera.org/learn/principles-of-management Team leads, managers, and entrepreneurs must juggle team citizenship and leadership, ethics, strategy, and projects with their work in their area of expertise. While an individual contributor’s success may depend on their own direct input -- the sweat of their own brow – managers’ success depends on their ability to enlist the active involvement of others: direct reports, other managers, other team members, other department employees, and those above them on the organizational chart -- sometime |
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Program Design & Evaluation for Health Systems Strengthening (Coursera) https://www.coursera.org/learn/program-design-and-evaluation-for-health-systems-strengthening This course provides an introduction to designing and evaluating to strengthen the health system. After successful completion of all learning activities, course participants will be able to: 1. Define health systems strengthening 2. Describe health systems frameworks and how to incorporate them into evaluation planning 3. Describe how to design and prioritize implementation of health systems programs 4. Detail approaches to evaluate health systems programs, including data sources and study desig |
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Psychological First Aid (Coursera) https://www.coursera.org/learn/psychological-first-aid Learn to provide psychological first aid to people in an emergency by employing the RAPID model: Reflective listening, Assessment of needs, Prioritization, Intervention, and Disposition. Utilizing the RAPID model (Reflective listening, Assessment of needs, Prioritization, Intervention, and Disposition), this specialized course provides perspectives on injuries and trauma that are beyond those physical in nature. The RAPID model is readily applicable to public health settings, the workplace, the |
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Public Health in Humanitarian Crises 1 (Coursera) https://www.coursera.org/learn/humanitarian-public-health This course, Public Health in Humanitarian Crises 1, introduces discussions about the public health approach to problems experienced by people affected by disasters, both natural and related to conflict. The course discusses the many changes which occur in people’s lives when they are uprooted by a disaster, ranging from changes in disease patterns, access to health care, livelihoods, shelter, sanitary conditions, nutritional status, etceteras. We will explore what humanitarian interventions cou |
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Public Health in Humanitarian Crises 2 (Coursera) https://www.coursera.org/learn/humanitarian-public-health-2 This course, Public Health in Humanitarian Crises 2, addresses public health issues of people affected by disasters, both natural or conflict-related. It discusses the many changes that occur in people’s lives when they are uprooted by a disaster, including many important topics related to humanitarian crises, such as when there is an epidemic a public health emergency; what do we mean with the humanitarian development nexus; what are the basics of disaster epidemiology and surveillance; humani |
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Public Health Perspectives on Sustainable Diets (Coursera) https://www.coursera.org/learn/sustainable-diets What we eat and how we produce that food have significant effects on human health and the sustainability of our planet. But what is a ‘sustainable’ diet? A sustainable diet, as defined by the FAO, promotes health and well-being and provides food security for the present population while sustaining human and natural resources for future generations. This short course looks at the urgent need to address the sustainability of our food systems, including better understanding the complex relationshi |
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Publishing Visualizations in R with Shiny and flexdashboard (Coursera) https://www.coursera.org/learn/data-viz-shiny-dashboards Data visualization is a critical skill for anyone that routinely using quantitative data in his or her work - which is to say that data visualization is a tool that almost every worker needs today. One of the critical tools for data visualization today is the R statistical programming language. Especially in conjunction with the tidyverse software packages, R has become an extremely powerful and flexible platform for making figures, tables, and reproducible reports. However, R can be intimidatin |
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Python for Genomic Data Science (Coursera) https://www.coursera.org/learn/python-genomics This class provides an introduction to the Python programming language and the iPython notebook. This is the third course in the Genomic Big Data Science Specialization from Johns Hopkins University. |
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Quantifying Relationships with Regression Models (Coursera) https://www.coursera.org/learn/quantifying-relationships-regression-models This course will introduce you to the linear regression model, which is a powerful tool that researchers can use to measure the relationship between multiple variables. We’ll begin by exploring the components of a bivariate regression model, which estimates the relationship between an independent and dependent variable. Building on this foundation, we’ll then discuss how to create and interpret a multivariate model, binary dependent variable model and interactive model. We’ll also consider ho |
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Rastreamento de contato da COVID-19 (Coursera) https://www.coursera.org/learn/rastreamento-contatos-covid-19 A crise da COVID-19 criou uma necessidade sem precedentes de rastreamento de contato em todo o país, exigindo que milhares de pessoas aprendessem rapidamente as principais habilidades. As qualificações para os cargos de rastreamento de contato diferem em todo o país e no mundo, com alguns novos cargos abertos a indivíduos com diploma de ensino médio ou equivalente. Neste curso introdutório, os alunos aprenderão a ciência do SARS-CoV-2, incluindo o período infeccioso, a apresentação clínica da C |
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Rastreo de los contactos de la COVID-19 (Coursera) https://www.coursera.org/learn/rastreo-contactos-covid-19 La crisis de la COVID-19 ha creado una necesidad sin precedentes de rastreo de los contactos en todo el país, y exige que miles de personas aprendan habilidades nuevas con rapidez. La certificación laboral para puestos de rastreo de contactos es distinta en todo el país y el mundo, y algunos puestos nuevos se abren para personas que tienen diploma de escuela secundaria o un equivalente. En este curso introductorio, los estudiantes aprenderán acerca de la ciencia del SARS-CoV-2, que incluye el p |
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Reducing Gun Violence in America: Evidence for Change (Coursera) https://www.coursera.org/learn/gun-violence Reducing Gun Violence in America: Evidence for Change is designed to provide learners with the best available science and insights from top scholars across the country as well as the skills to understand which interventions are the most effective to offer a path forward for reducing gun violence in our homes, schools, and communities. Through this course, you will learn how to: 1. Appreciate the scope of gun violence and the importance of considering the issue across a variety of contexts. 2. D |
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https://www.coursera.org/learn/regression-models Linear models, as their name implies, relates an outcome to a set of predictors of interest using linear assumptions. Regression models, a subset of linear models, are the most important statistical analysis tool in a data scientist’s toolkit. This course covers regression analysis, least squares and inference using regression models. Special cases of the regression model, ANOVA and ANCOVA will be covered as well. Analysis of residuals and variability will be investigated. The course will cover |
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Reproducible Research (Coursera) https://www.coursera.org/learn/reproducible-research This course focuses on the concepts and tools behind reporting modern data analyses in a reproducible manner. Reproducible research is the idea that data analyses, and more generally, scientific claims, are published with their data and software code so that others may verify the findings and build upon them. The need for reproducibility is increasing dramatically as data analyses become more complex, involving larger datasets and more sophisticated computations. Reproducibility allows for peop |