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v2.ondemand
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في هذه الدورة التدريبية، ستتعلم أفضل الممارسات لكيفية استخدام تحليلات البيانات لتجعل أي شركة لها قدرة أكبر على التنافس والربح. سيمكنك التعرف على أهم مقاييس الأعمال وتمييزها عن البيانات العادية. وستكون لديك صورة واضحة عن الأدوار الحيوية المختلفة التي يضطلع بها كل من محللي الأعمال، ومحللي بيانات الأعمال، وعلماء البيانا...
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analytics-business-metrics-ar
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[]
null
4 أسابيع، 3-5 ساعات في الأسبوع
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[ "VerifiedCert" ]
مقاييس الأعمال للشركات التي تعتمد على البيانات
[ "Duke University" ]
[ "Daniel Egger", "Jana Schaich Borg" ]
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v2.ondemand
[]
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Work smarter, not harder, with AI This course will teach you, a working professional, how to boost your workflows with AI. You’ll learn how to identify, evaluate, and apply cutting-edge AI tools to streamline your daily tasks. Through case studies and discussions, you will analyze, apply, and get ready to create using ...
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ai-productivity-chatgpt
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[]
BEGINNER
1 hour/4 weeks
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AI for Productivity
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[ "Ashley Smith" ]
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v2.ondemand
[]
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Este curso es para activistas, artistas y pensadores que deseen entender mejor el cambio social y participar en él. El contenido del curso enfoca en la coincidencia prolífica y emocionante entre el arte socialmente comprometido y prácticas culturales generadas por recientes movimientos sociales en todo el mundo. Más qu...
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[]
activismo-movimientos-sociales
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null
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ART of the MOOC: Activismo y Movimientos Sociales
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[ "Nato Thompson", "Pedro Lasch" ]
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v2.ondemand
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Develop the ethical mindset every data scientist needs. In this course, you’ll examine the real-world implications of how data are collected, analyzed, and presented and the role of ethics in ensuring fairness, transparency, and trust. Through examples and case studies, you’ll learn to recognize misrepresentation in v...
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[]
data-science-ethics-r
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[]
BEGINNER
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[ "7" ]
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Data Science Ethics with R
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[ "Mine Çetinkaya-Rundel", "Dr. Elijah Meyer" ]
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z69SEizyh8N4Oxt45
XUcwN1rxzS7eN6rz9
v2.ondemand
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DeFi and the Future of Finance is a set of four courses that focus on decentralized finance. The third course is called DeFi Deep Dive. It is essential that you do the first two courses I. DeFi Infrastructure and II. DeFi Primitives before doing this course. It is the longest of the four courses and focuses on some of ...
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[]
decentralized-finance-deep-dive-duke
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[]
INTERMEDIATE
4 weeks of study, 2-3 hours/week
[ "en" ]
[ "7" ]
[ "VerifiedCert", "Specialization" ]
Decentralized Finance (DeFi) Deep Dive
[ "Duke University" ]
[ "Campbell R. Harvey" ]
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z69SEizyh8N4Oxt45
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v2.ondemand
[]
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In this course, you will learn about the role and importance of civil registration and vital statistics (CRVS) systems that are used to track birth, death, and life events. Experts from around the world will explain what CRVS systems are, how they are used, the legal bases for registering vital events, and challenges e...
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[]
crvsforpopulationhealth
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[]
BEGINNER
2 weeks of study, 2-3 hours/week
[ "en" ]
[ "8" ]
[ "VerifiedCert" ]
Civil Registration & Vital Statistics in Population Health
[ "Johns Hopkins University" ]
[ "Michelle Colder Carras", "shivani pandya", "Smisha Agarwal" ]
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v2.ondemand
[]
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Motor vehicle traffic deaths affect indigenous communities at a disproportionate rate as compared to the overall United States population. For children and youth ages 0-19, motor vehicle traffic death rates among American Indian and Alaska Native children and youths are up to 8 times higher than those of other racial a...
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[]
road-safety--indigenous-communities-safe-systems-approach
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[]
null
[ "en" ]
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[]
Road Safety & Indigenous Communities: Safe Systems Approach
[ "Johns Hopkins University" ]
[ "Jeffrey Michael, EdD", "Holly Billie, MPH" ]
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v2.ondemand
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This is the fourth course in the specialization and is aimed at those with basic knowledge of statistics, probability and linear algebra. It will prove to be especially interesting for those with datasets that are being used to make decisions: either business, medical, or technology based.
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[]
data-science-decisions-in-time-using-causal-information
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[]
INTERMEDIATE
3-5 hours/week
[ "en" ]
[ "8" ]
[ "VerifiedCert", "Specialization" ]
Data Science Decisions in Time: Using Causal Information
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[ "Thomas Woolf" ]
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v2.ondemand
[]
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ستتعلم في هذه الدورة كيفية البرمجة بلغة R وكيفية استخدامها لتحليل البيانات بصورة فعالة. ستتعلم كيفية تثبيت البرامج اللازمة لبيئة البرمجة الإحصائية وتكوينها وكيفية وصف مفاهيم لغة البرمجة العامة إذ يتم تطبيقها بلغة إحصائية عالية المستوى. تتناول الدورة المشكلات العملية في الحوسبة الإحصائية التي تشمل البرمجة في لغة R، وقرا...
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[]
r-programming-ar
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[]
INTERMEDIATE
[ "ar" ]
[ "8" ]
[ "VerifiedCert" ]
R البرمجة باستخدام لغة
[ "Johns Hopkins University" ]
[ "Roger D. Peng, PhD", "Jeff Leek, PhD", "Brian Caffo, PhD" ]
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v2.ondemand
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Keeping patient safety and quality improvement projects on track, on time, and on budget is critical to ensuring their success. In this course, students will be introduced and given the opportunity to apply a series of tools to guide and manage patient safety and quality initiatives. These include tools for defining wh...
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[]
patient-safety-sustainment
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[]
null
[ "en" ]
[ "8" ]
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Designing for Sustainment: Keeping Improvement Work on Track (Patient Safety IV)
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[ "Lisa H. Lubomski, PhD" ]
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v2.ondemand
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Volunteer community health workers (CHWs) are a major strategy for increasing access to and coverage of basic health interventions. Our village health worker training course reviews the process of training and continuing education of CHWs as an important component of involving communities in their own health service de...
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[]
commhealthworkers
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BEGINNER
6 weeks of study, 2-3 hours per week
[ "en" ]
[ "8" ]
[ "VerifiedCert", "Specialization" ]
Training and Learning Programs for Volunteer Community Health Workers
[ "Johns Hopkins University" ]
[ "William Brieger, DrPH" ]
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v2.ondemand
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Improving health and healthcare institutions requires understanding of data and creation of interventions at the many levels at which health IT interact and affect the institution. These levels range from the external “world” in which the institution operates down to the specific technologies. Data scientists find that...
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[]
the-socio-technical-health-informatics-context
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[]
BEGINNER
[ "en" ]
[ "8" ]
[ "VerifiedCert", "Specialization" ]
The Social and Technical Context of Health Informatics
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[ "Harold P. Lehmann, MD, Ph.D." ]
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v2.ondemand
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The course "Chatbots" offers a deep dive into the world of chatbots, equipping learners with the skills to design, build, and optimize conversational interfaces. You will explore the evolution of chatbot technology and understand the fundamental mechanics that drive their functionality. Through hands-on projects using ...
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[]
chatbots
[ "163694236" ]
[]
INTERMEDIATE
3 weeks of study, 4-5 hours/week
[ "en" ]
[ "8" ]
[ "VerifiedCert", "Specialization" ]
Chatbots
[ "Johns Hopkins University" ]
[ "Ian McCulloh" ]
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v2.ondemand
[]
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This course introduces students to the local and global lessons in health equity research and practice, covering topics such as the effects of structural drivers and systems of power on health equity and inequities in reproductive health and immigrant health. This course then goes on to apply these lessons to health eq...
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[]
local-and-global-best-practices-in-health-equity-research
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[]
BEGINNER
[ "en" ]
[ "8" ]
[]
Health Equity Research & Practice: Local & Global Lessons
[ "Johns Hopkins University" ]
[ "Lisa A. Cooper, M.D." ]
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v2.ondemand
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Leaders must make high-quality and ethical decisions when navigating complex workplace challenges. In this course, learners develop practical tools to analyze ethical issues, recognize common decision errors, and improve judgment in both individual and team settings. Through real-world scenarios, they explore ethical r...
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[]
decision-making-ethical-reasoning
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BEGINNER
3 weeks; 1-2 hours/week
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[ "8" ]
[ "VerifiedCert", "Specialization" ]
Decision Making and Ethical Reasoning
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[ "Illysa Izenberg" ]
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v2.ondemand
[]
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Systems science has been instrumental in breaking new scientific ground in diverse fields such as meteorology, engineering and decision analysis. However, it is just beginning to impact public health. This seminar is designed to introduce students to basic tools of theory building and data analysis in systems scien...
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systems-science-obesity
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[]
BEGINNER
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[ "en" ]
[ "8" ]
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Systems Science and Obesity
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v2.ondemand
[]
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The rapid development of digital technologies provides fundamentally new ways of addressing pressing public health challenges, especially around understanding population health status, strengthening the collection and use of health data to inform public health policies and plan interventions, and strengthening health s...
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global-digital-health
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BEGINNER
5 weeks of study, 2–3 hours/week
[ "en" ]
[ "8" ]
[ "VerifiedCert" ]
Digitizing Population Health in Low-Resource Settings
[ "Johns Hopkins University" ]
[ "Smisha Agarwal", "Madhu Jalan", "shivani pandya", "Katya Saksena" ]
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[]
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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 epidemiolo...
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public-health-depression
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BEGINNER
6 weeks of study, 2 hours per week
[ "en" ]
[ "8" ]
[ "VerifiedCert" ]
Major Depression in the Population: A Public Health Approach
[ "Johns Hopkins University" ]
[ "William Eaton, PhD", "Wietse A. Tol, PhD", "Ramin Mojtabai, MD" ]
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[]
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Increasingly, terms such as “colonialism,” “decolonization,” and “social structures,” appear in media, conversations, and educational spaces, often without nuanced explanations of these concepts and how they relate to current U.S. society and the individuals in it. To provide a space to think, learn, and feel about t...
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ongoing-us-settler-colonialism-native-peoples-teach-out
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BEGINNER
You can go at your own pace! We recommend 2 weeks of study at 5 hours/week = ~10 hours total
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[ "8" ]
[]
Ongoing U.S. Settler Colonialism & Native Peoples Teach-Out
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[ "Melissa Horner", "Shannon Frattaroli, PhD, MPH" ]
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This course will evaluate best practices in transportation networks, thoroughfares, and streetscape designs for the effective movement of people, goods, and services in a region. Sustainable public and private streetscape design and application will be reviewed and evaluated for applications for sustainable cities. Con...
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sustainable-transportation-networks-and-streetscapes
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[]
INTERMEDIATE
[ "en" ]
[ "8" ]
[ "VerifiedCert", "Specialization" ]
Sustainable Transportation Networks and Streetscapes
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[ "William Roper" ]
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[]
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Welcome to The Mathematics of Politics, Democracy, and Manipulation, an inspiring course that explores the intricate landscape of democracy and decision-making. In today's world, understanding the mechanisms that shape our electoral systems and influence democratic outcomes is more crucial than ever. This comprehensiv...
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math-for-democracy
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null
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The Mathematics of Democracy, Politics and Manipulation
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This course is primarily aimed at cybersecurity professionals, advanced students, and individuals with foundational knowledge in cybersecurity looking to expand their expertise in ethical hacking and defense strategies. Advanced Cybersecurity Topics provides in-depth coverage of sophisticated security challenges, inclu...
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advanced-cybersecurity-topics
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5 weeks of study, 5-6 hours/week
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Advanced Cybersecurity Topics
[ "Johns Hopkins University" ]
[ "Jason Crossland" ]
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Learn to use tools from the Bioconductor project to perform analysis of genomic data. This is the fifth course in the Genomic Big Data Specialization from Johns Hopkins University.
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bioconductor
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null
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Bioconductor for Genomic Data Science
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The course "Foundations of Probability and Random Variables" introduces fundamental concepts in probability and random variables, essential for understanding computational methods in computer science and data science. Through five comprehensive modules, learners will explore combinatorial analysis, probability, conditi...
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foundations-of-probability-and-random-variables
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[]
INTERMEDIATE
5 weeks of study, 5-6 hours/week
[ "en" ]
[ "8" ]
[ "VerifiedCert", "Specialization" ]
Foundations of Probability and Random Variables
[ "Johns Hopkins University" ]
[ "Ian McCulloh", "Tony Johnson" ]
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Sequential Decisions builds from math and algorithms that can be understood and used by Coursera Students. This course will start from a consideration of the simplest type of data streams and then gradually advance to more complex types of data and more nuanced decisions being made on that data. You will be able to: ...
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[]
data-science-decisions-in-time-using-data-effectively
[ "4027040" ]
[]
INTERMEDIATE
5 weeks of study, 2-3 hours/week
[ "en" ]
[ "8" ]
[ "VerifiedCert", "Specialization" ]
Data Science Decisions in Time: Using Data Effectively
[ "Johns Hopkins University" ]
[ "Thomas Woolf" ]
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v2.ondemand
[ "AlCR4UQ1EeirswoTGEtOQg" ]
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Health data are notable for how many types there are, how complex they are, and how serious it is to get them straight. These data are used for treatment of the patient from whom they derive, but also for other uses. Examples of such secondary use of health data include population health (e.g., who requires more attent...
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the-data-science-of-health-informatics
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[]
BEGINNER
[ "en" ]
[ "8" ]
[ "VerifiedCert", "Specialization" ]
The Data Science of Health Informatics
[ "Johns Hopkins University" ]
[ "Hadi H. K. Kharrazi, MD, Ph.D", "Sam Meiselman" ]
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v2.ondemand
[]
http://coursera-university-assets.s3.amazonaws.com/38/8b04d939454911a61057268c51194b/JHU.logo_rgb.horizontal.blue.png
The course "Responsible AI and Ethics" explores the ethical, social, and technical aspects of artificial intelligence (AI) and machine learning (ML). It focuses on understanding bias in both human and machine systems and provides strategies for mitigating risks. By examining key issues such as fairness, accountability,...
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[]
responsible-ai-and-ethics
[ "163694236" ]
[]
INTERMEDIATE
3 weeks of study, 3-4 hours/week
[ "en" ]
[ "8" ]
[ "VerifiedCert" ]
Trustworthy AI: Managing Bias, Ethics, and Accountability
[ "Johns Hopkins University" ]
[ "Ian McCulloh" ]
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[]
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Unintentional injuries are the leading cause of death for children aged 1-14. Young children spend most of their time at home, making them more vulnerable to home injuries. Many of these injuries are preventable with proper education and safety measures. By addressing common household hazards, we can significantly redu...
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[]
housing-assessments-child-safety
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[]
BEGINNER
[ "en" ]
[ "8" ]
[]
Child Housing Assessment for a Safer Environment Teach-Out
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[ "Wendy Shields" ]
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v2.ondemand
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This course is for implementers, managers, funders, and evaluators of health programs targeting women and children in low- and middle-income countries as well as undergraduate and graduate students in health-related fields. Course participants will learn how to 1) transform quantitative components of an evaluation meas...
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[]
analysis-and-interpretation-of-large-scale-programs
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[]
INTERMEDIATE
[ "en" ]
[ "8" ]
[ "VerifiedCert", "Specialization" ]
Analysis and Interpretation of Large-Scale Programs
[ "Johns Hopkins University" ]
[ "Agbessi Amouzou", "Abdoulaye Maïga", "Yoko Inagaki, MD ", "Elizabeth Hazel, PhD", "Rosemary Morgan", "Neff Walker", "Melinda K. Munos" ]
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v2.ondemand
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The course "Advanced Network Security and Analysis" dives into the essential skills needed to protect and analyze complex network environments. This course covers advanced topics like anonymization techniques, mobile application security, and in-depth analysis of DNS, HTTP, SMTP, and TCP protocols. Learners will gain p...
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[]
advanced-network-security-and-analysis
[ "165144142" ]
[]
INTERMEDIATE
6 weeks of study, 7-9 hours/week
[ "en" ]
[ "8" ]
[ "VerifiedCert", "Specialization" ]
Advanced Network Security and Analysis
[ "Johns Hopkins University" ]
[ "Jason Crossland" ]
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v2.ondemand
[ "child~svVvx6_bSUecTZvxpUrbng" ]
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Honors Algebra 2: Linear and Quadratic Equations is the first course of a high-level algebra course designed to deepen your mathematical thinking and prepare you for advanced study in math, science, and engineering. Whether you're a high school student looking to accelerate your progress or an adult learner brushing up...
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linear-quadratic-functions
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[]
BEGINNER
[ "en" ]
[ "8" ]
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Honors Algebra 2: Linear and Quadratic Functions
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[ "Joseph W. Cutrone, PhD" ]
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v2.ondemand
[]
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This course provides the fundamental knowledge necessary for program managers and implementors in a hypertension control program, especially in resource-limited settings. The course is interactive and includes useful tips relevant to different settings. The course should be also relevant to physicians, nurses, pharmaci...
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[]
hypertension-program
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[]
BEGINNER
6 weeks of study, 1 hour per week
[ "en" ]
[ "8" ]
[ "VerifiedCert" ]
Fundamentals for Implementing a Hypertension Program
[ "Johns Hopkins University" ]
[ "Kunihiro Matsushita, MD, PhD" ]
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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 r...
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regression-models
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[]
null
[ "en" ]
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Regression Models
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[ "Brian Caffo, PhD", "Roger D. Peng, PhD", "Jeff Leek, PhD" ]
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Introduces students to the core principles of health equity research. Covers topics such as defining health equity, engaging community and policy stakeholders, patient-centeredness, cultural competence, and dissemination of research findings. Content will recognize different geographic, cultural, and social contexts wh...
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[]
health-equity-research
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BEGINNER
5 weeks, 2.5 to 3 hours per week
[ "en" ]
[ "8" ]
[]
Foundations of Health Equity Research
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[ "Lisa A. Cooper, M.D.", "Tanjala S. Purnell, PhD MPH" ]
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Developing insights about your organization, business, or research project depends on effective modeling and analysis of the data you collect. Building effective models requires understanding the different types of questions you can ask and how to map those questions to your data. Different modeling approaches can be c...
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tidyverse-modelling-data
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null
4 weeks of study, 4-8 hours/week
[ "en" ]
[ "8" ]
[ "VerifiedCert", "Specialization" ]
Modeling Data in the Tidyverse
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[ "Shannon Ellis, PhD", "Stephanie Hicks, PhD", "Roger D. Peng, PhD", "Carrie Wright, PhD" ]
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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 t...
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precalculus-mathematical-modelling
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[]
BEGINNER
[ "en" ]
[ "8" ]
[ "VerifiedCert", "Specialization" ]
Precalculus: Mathematical Modeling
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[ "Joseph W. Cutrone, PhD" ]
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v2.ondemand
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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...
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program-design-and-evaluation-for-health-systems-strengthening
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[]
INTERMEDIATE
3 weeks of study
[ "en" ]
[ "8" ]
[ "VerifiedCert", "Specialization" ]
Program Design & Evaluation for Health Systems Strengthening
[ "Johns Hopkins University" ]
[ "Jaya Gupta, PhD", "Timothy Roberton, DrPH" ]
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v2.ondemand
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In this course, we'll build on the previous lessons in this specialization to focus on some very specific skills related to public health surveillance. We'll learn how to get the most out of surveillance data analysis, focusing specifically on interpreting time trend data to detect temporal aberrations as well as perso...
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epidemiology-surveillance-systems-analysis
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BEGINNER
[ "en" ]
[ "8" ]
[ "VerifiedCert", "Specialization" ]
Surveillance Systems: Analysis, Dissemination, and Special Systems
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[ "Stefan Baral, MD, MPH, MBA, FRCPC" ]
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v2.ondemand
[]
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Этот недельный курс описывает процесс анализа данных и способы управления этим процессом. Мы рассмотрим итеративный характер анализа данных и роль постановки точного вопроса, исследовательский анализ данных, выводы, формальное статистическое моделирование, интерпретацию и коммуникацию. Также вы узнаете, как организоват...
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managing-data-analysis-ru
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[]
null
1 учебная неделя, 4–6 часов
[ "ru" ]
[ "8" ]
[ "VerifiedCert" ]
Управление анализом данных
[ "Johns Hopkins University" ]
[ "Jeff Leek, PhD", "Brian Caffo, PhD", "Roger D. Peng, PhD" ]
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The course "Foundations of Neuroscience" delves into the neural and biological foundations of influence and persuasion, providing a comprehensive understanding of how the brain processes sensory, emotional, and cognitive information. You will explore key brain regions and their role in decision-making, memory, attentio...
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[]
foundations-of-neuroscience
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[]
INTERMEDIATE
4 weeks of study, 2-3 hours/week
[ "en" ]
[ "8" ]
[ "VerifiedCert", "Specialization" ]
Foundations of Neuroscience
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[ "Ian McCulloh", "Jennifer McKneely" ]
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v2.ondemand
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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 fr...
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[]
humanitarian-public-health
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[]
BEGINNER
5 weeks, 2-3 hours per week
[ "en" ]
[ "8" ]
[ "VerifiedCert", "Specialization" ]
Public Health in Humanitarian Crises 1
[ "Johns Hopkins University" ]
[ "Gilbert Burnham, MD", "Mija Ververs" ]
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v2.ondemand
[ "LxTH-NZYTBipmRA-U2k6PA" ]
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The course “HDFS Architecture and Programming” offers a comprehensive understanding of the Hadoop Distributed File System (HDFS) architecture, components, and advanced programming techniques. You will gain practical experience in setting up and configuring Hadoop for Java development, while mastering key concepts such ...
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[]
hdfs-architecture-and-programming
[ "163704119" ]
[]
INTERMEDIATE
3 weeks of study, 4-5 hours/week
[ "en" ]
[ "8" ]
[ "VerifiedCert", "Specialization" ]
HDFS Architecture and Programming
[ "Johns Hopkins University" ]
[ "Karthik Shyamsunder" ]
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v2.ondemand
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The course "Artificial Intelligence Industrial Control Systems Security" explores the intersection of artificial intelligence (AI) and industrial control systems (ICS) security, focusing on the safety, trust, and privacy of AI technologies within critical infrastructures. Learners will gain a comprehensive understandin...
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[]
artificial-intelligence-industrial-control-systems-security
[ "165144142" ]
[]
INTERMEDIATE
4 weeks of study, 10-12 hours/week
[ "en" ]
[ "8" ]
[ "VerifiedCert", "Specialization" ]
Artificial Intelligence Industrial Control Systems Security
[ "Johns Hopkins University" ]
[ "Jason Crossland" ]
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v2.ondemand
[ "NQWVhAsNEeqOOw7vOrLqTQ" ]
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Data never arrive in the condition that you need them in order to do effective data analysis. Data need to be re-shaped, re-arranged, and re-formatted, so that they can be visualized or be inputted into a machine learning algorithm. This course addresses the problem of wrangling your data so that you can bring them und...
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[]
tidyverse-data-wrangling
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[]
null
4 weeks of study, 4-8 hours/week
[ "en" ]
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The Creative Leader
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In this course, you’ll learn more advanced operational skills that you and your team need to run a successful clinical trial. You’ll learn about the computation of sample size and how to develop a sample size calculation that’s suitable for your trial design and outcome measures. You’ll also learn to use statistical me...
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Clinical Trials Analysis, Monitoring, and Presentation
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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...
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Leading Change in Health Informatics
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Measuring and Maximizing Impact of COVID-19 Contact Tracing
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At the Johns Hopkins Cochlear Center for Hearing and Public Health, we are dedicated to training up the next generation of clinicians and researchers to study the impact that hearing loss in older adults has on public health and to develop and implement public health strategies and solutions for hearing loss. The Cent...
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A Public Health Approach to Hearing Loss and Aging
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Safety culture is a facet of organizational culture that captures attitudes, beliefs, perceptions, and values about safety. A culture of safety is essential in high reliability organizations and is a critical mechanism for the delivery of safe and high-quality care. It requires a strong commitment from leadership and...
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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...
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Operations and Patient Safety for Healthcare IT Staff
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As rates of change, derivatives give us information about the shape of a graph. In this course, we will apply the derivative to find linear approximations for single-variable and multi-variable functions. This gives us a straightforward way to estimate functions that may be complicated or difficult to evaluate. We will...
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Calculus through Data & Modeling: Applying Differentiation
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This course is aimed at anyone who is teaching online or will be in the future. Learners will come away with ways to improve their online courses and teaching practices today.
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Excellence in Online Teaching
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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...
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patient-safety-project-planning
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null
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Planning a Patient Safety or Quality Improvement Project (Patient Safety III)
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The course "AI Project Management" equips learners with the tools and strategies to successfully design, manage, and scale AI projects in real-world environments. Covering the entire lifecycle of AI project management, from resource planning to deployment, the course emphasizes effective practices for optimizing perfor...
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ai-project-management-aipm
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3 weeks of study, 3-4 hours/week
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Managing AI Projects: From Strategy to Delivery
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This curriculum is designed for faculty members and health professions educators. The course goals are to improve your knowledge, teaching skills, and attitudes pertaining to the provision of health care to LGBTQ+ patients.e.g. This is primarily aimed at first- and second-year undergraduates interested in engineering o...
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1 week study, 2 hours
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Teaching LGBTQ+ Health
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This course starts you on your journey of integrating primary palliative care into your daily lives. You will learn what palliative care is, how to communicate with patients, show empathy, and practice difficult conversations. You will learn how to screen for distress and provide psychosocial support. You will learn a...
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7 weeks, 2-3 hours/week
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[ "1" ]
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Essentials of Palliative Care
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[ "Kavitha Ramchandran", "Jan DeNofrio" ]
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The objectives of this course are: -To introduce participants to different concepts of love, to empower them to be conscious of the power of love and the possibility of practicing it in everyday life, and to highlight in particular the idea of love as a force for social justice. -To communicate a sense of personal st...
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Love as a Force for Social Justice
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Eating patterns that begin in childhood affect health and well-being across the lifespan. The culture of eating has changed significantly in recent decades, especially in parts of the world where processed foods dominate our dietary intake. This course examines contemporary child nutrition and the impact of the individ...
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childnutrition
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BEGINNER
5 hours of videos and quizzes
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Child Nutrition and Cooking
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Cooking is one of the most powerful ways in which we can optimize our enjoyment of great quality food while protecting our health. Even on a tight budget, cooking can be a cost-effective, joyful and rewarding way to love the food that will love us back for a lifetime. In this course, you’ll learn some basic recipes fro...
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cooking-healthy-food
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4 weeks of study, 3-4 hours/week
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Cooking for Busy Healthy People
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This course will help you understand AI's climate implications and identify practical next steps within your organization. The course begins with demystifying the connection between AI, Large Language Models (LLMs), data centers, and energy and water demand. Then you will learn about AI's environmental footprint, the r...
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BEGINNER
8 hours
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[ "1" ]
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The AI, Climate, and Energy Connection
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[ "Ines M. L. Azevedo", "William Abraham Tarpeh" ]
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This course is designed to help learners around the world become more sustainable eaters. Course videos can be watched in any order. Feel free to explore special areas of interest by skipping ahead and coming back to less familiar topics at a later stage. Together, we’ll explore key topics, like how food production imp...
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Introduction to Food and Our Environment
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[ "Maya Adam, MD" ]
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Probabilistic graphical models (PGMs) are a rich framework for encoding probability distributions over complex domains: joint (multivariate) distributions over large numbers of random variables that interact with each other. These representations sit at the intersection of statistics and computer science, relying on co...
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Probabilistic Graphical Models 2: Inference
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This course provides a comprehensive exploration of building decarbonization, equipping professionals with the knowledge and strategies needed to achieve sustainable, energy-efficient buildings. Through expert-led modules, participants will learn how to use energy efficient, electrification, renewable energy, low embod...
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12 hours
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[ "1" ]
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Building Decarbonization and the Clean Energy Transition
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Stanford's "Introduction to Statistics" teaches you statistical thinking concepts that are essential for learning from data and communicating insights. By the end of the course, you will be able to perform exploratory data analysis, understand key principles of sampling, and select appropriate tests of significance for...
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stanford-statistics
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Introduction to Statistics
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The primary topics in this part of the specialization are: shortest paths (Bellman-Ford, Floyd-Warshall, Johnson), NP-completeness and what it means for the algorithm designer, and strategies for coping with computationally intractable problems (analysis of heuristics, local search).
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algorithms-npcomplete
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INTERMEDIATE
4 weeks of study, 4-8 hours/week
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[ "1" ]
[ "VerifiedCert", "Specialization" ]
Shortest Paths Revisited, NP-Complete Problems and What To Do About Them
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[ "Tim Roughgarden" ]
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This course focuses on women’s health and human rights issues from infancy through old age, including information about positive interventions relating to those issues. Learners are encouraged to interact with each other through interactive discussions. It is important to us that this course be available to all lea...
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womens-health-human-rights
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BEGINNER
Depending on your pace, this course can be completed in 8-11 weeks.
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[ "1" ]
[ "VerifiedCert" ]
International Women's Health and Human Rights
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This course presents basic principles of cancer survivorship to primary-care physicians. Developed by a team of experts in caring for cancer survivors, and narrated by a primary-care physician, this course provides practical tips and tools that can be easily integrated into medical practice. You will learn about the c...
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[]
health-after-cancer-cancer-survivorship-for-primary-care
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INTERMEDIATE
1 week, 2.5 hours total
[ "en" ]
[ "1" ]
[ "VerifiedCert" ]
Health After Cancer: Cancer Survivorship for Primary Care
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Popularized by movies such as "A Beautiful Mind", game theory is the mathematical modeling of strategic interaction among rational (and irrational) agents. Over four weeks of lectures, this advanced course considers how to design interactions between agents in order to achieve good social outcomes. Three main topics a...
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[]
game-theory-2
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ADVANCED
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Game Theory II: Advanced Applications
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[ "Matthew O. Jackson", "Kevin Leyton-Brown", "Yoav Shoham" ]
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This course introduces learners to a variety of infectious diseases using a patient-centered, story-based approach. Through illustrated, short videos, learners will follow the course of each patient’s illness, from initial presentation to resolution. Integrating the relevant microbiology, pathophysiology and immunology...
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stories-of-infection
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INTERMEDIATE
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[ "1" ]
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Stories of Infection
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[ "Maya Adam, MD" ]
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The Palliative Care Always Capstone course is designed to let you test your knowledge about palliative and help others understand the value of palliative care, while showing your creative side. In this course, you will impact community awareness about palliative care, promote self-care and wellness, show-off your commu...
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INTERMEDIATE
[ "en" ]
[ "1" ]
[ "VerifiedCert", "Specialization" ]
Palliative Care Always Capstone Course
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[ "Kavitha Ramchandran", "Jan DeNofrio" ]
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Stanford's Short Course on Breastfeeding was co-created with the Philani Maternal Child Health and Nutrition Trust to support new mothers around the world. This engaging, one-week learning experience, provides participants with everything they need to know to more successfully establish breastfeeding – or support a new...
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[]
breastfeeding
[ "2395490" ]
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BEGINNER
1 week of study, 7 hours total.
[ "en" ]
[ "1" ]
[ "VerifiedCert" ]
Stanford's Short Course on Breastfeeding
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[ "Maya Adam, MD" ]
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This capstone project takes you on a guided tour exploring all the concepts we have covered in the different classes up till now. We have organized this experience around the journey of a patient who develops some respiratory symptoms and given the concerns around COVID19 seeks care with a primary care provider. We wil...
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ai-in-healthcare-capstone
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[]
null
[ "en" ]
[ "1" ]
[ "VerifiedCert", "Specialization" ]
AI in Healthcare Capstone
[ "Stanford University" ]
[ "Matthew Lungren", "Nigam Shah", "Serena Yeung", "Tina Hernandez-Boussard", "Laurence Baker" ]
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Probabilistic graphical models (PGMs) are a rich framework for encoding probability distributions over complex domains: joint (multivariate) distributions over large numbers of random variables that interact with each other. These representations sit at the intersection of statistics and computer science, relying on co...
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probabilistic-graphical-models-3-learning
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ADVANCED
[ "en" ]
[ "1" ]
[ "VerifiedCert", "Specialization" ]
Probabilistic Graphical Models 3: Learning
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[ "Daphne Koller" ]
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This course offers an intimate, story-based introduction to the experiences of six transgender children and their families. Through illustrated stories and short teaching videos, learners will gain a better understanding of gender identity and the gender spectrum. Stanford physicians, K-12 educators, and transgender fa...
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[]
health-gender-spectrum
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[]
BEGINNER
Three weeks. Roughly one hour every week.
[ "en" ]
[ "1" ]
[]
Health Across the Gender Spectrum
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[ "Maya Adam, MD" ]
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In this course we will seek to “understand Einstein,” especially focusing on the special theory of relativity that Albert Einstein, as a twenty-six year old patent clerk, introduced in his “miracle year” of 1905. Our goal will be to go behind the myth-making and beyond the popularized presentations of relativity in ord...
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[]
einstein-relativity
[ "2691794" ]
[]
BEGINNER
8 weeks of study, 5-10 hours per week
[ "en" ]
[ "1" ]
[ "VerifiedCert" ]
Understanding Einstein: The Special Theory of Relativity
[ "Stanford University" ]
[ "Larry Randles Lagerstrom" ]
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v2.ondemand
[ "68fXxAJgEeqJHxKP6A-i8w" ]
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Solving the problems and challenges within the U.S. healthcare system requires a deep understanding of how the system works. Successful solutions and strategies must take into account the realities of the current system. This course explores the fundamentals of the U.S. healthcare system. It will introduce the princi...
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[]
intro-to-healthcare
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BEGINNER
[ "en" ]
[ "1" ]
[ "VerifiedCert", "Specialization" ]
Introduction to Healthcare
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[ "Nigam Shah", "Mildred Cho", "Laurence Baker" ]
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Have you ever made a conscious effort to change the way you eat (for health or other reasons) and then felt frustrated when your plans were derailed? You’re not alone. The best laid plans are often sabotaged by a food environment that makes it increasingly hard to make healthier food choices. This can leave many people...
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food-relationship-mindful-eating-health
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BEGINNER
4 weeks of study, 3-4 hours/week
[ "en" ]
[ "1" ]
[ "VerifiedCert", "Specialization" ]
Rebuilding Our Relationship with Food
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[ "Maya Adam, MD" ]
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[]
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Software is eating the world, with radical consequences for financial services. This course gives you a foundation for understanding the future of financial services, and provides guidance for creating fintech businesses in the 2020s and beyond.
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how-software-ate-finance
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[]
null
9 weeks of study, 3 hours/week
[ "en" ]
[ "1" ]
[ "VerifiedCert" ]
How Software Ate Finance
[ "Stanford University" ]
[ "R. Martin Chavez", "Jeffrey Conn" ]
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The primary topics in this part of the specialization are: data structures (heaps, balanced search trees, hash tables, bloom filters), graph primitives (applications of breadth-first and depth-first search, connectivity, shortest paths), and their applications (ranging from deduplication to social network analysis).
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[]
algorithms-graphs-data-structures
[ "768" ]
[]
INTERMEDIATE
4 weeks of study, 4-8 hours/week
[ "en" ]
[ "1" ]
[ "VerifiedCert", "Specialization" ]
Graph Search, Shortest Paths, and Data Structures
[ "Stanford University" ]
[ "Tim Roughgarden" ]
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[]
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A philanthropist is anyone who gives anything — time, money, experience, skills, and networks — in any amount, to create a better world. This course will empower you to practice philanthropy more effectively and make your giving more meaningful to both you and those you strive to help. Giving 2.0: The MOOC, is a Stanf...
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philanthropist
[ "9669304" ]
[]
null
8.5 hours of videos, quizzes, and peer review
[ "en" ]
[ "1" ]
[]
Giving 2.0: The MOOC
[ "Stanford University" ]
[ "Laura Arrillaga-Andreessen" ]
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This course takes a deep dive into the challenges families and friends of a patient with serious illness face and how you can care for and support them as a provider, social worker or family friend. Supporting Families and Caregivers especially focuses on the children of a patient with serious illness and their caregi...
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[]
supporting-families-and-caregivers
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[]
BEGINNER
6 weeks, 2-3 hours/week
[ "en" ]
[ "1" ]
[ "VerifiedCert", "Specialization" ]
Supporting Families and Caregivers
[ "Stanford University" ]
[ "Kavitha Ramchandran", "Jan DeNofrio" ]
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With artificial intelligence applications proliferating throughout the healthcare system, stakeholders are faced with both opportunities and challenges of these evolving technologies. This course explores the principles of AI deployment in healthcare and the framework used to evaluate downstream effects of AI healthcar...
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evaluations-ai-applications-healthcare
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[]
BEGINNER
[ "en" ]
[ "1" ]
[ "VerifiedCert", "Specialization" ]
Evaluations of AI Applications in Healthcare
[ "Stanford University" ]
[ "Tina Hernandez-Boussard", "Mildred Cho" ]
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[]
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Around the world, we find ourselves facing global epidemics of obesity, Type 2 Diabetes and other predominantly diet-related diseases. To address these public health crises, we urgently need to explore innovative strategies for promoting healthful eating. There is strong evidence that global increases in the consumptio...
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food-and-health
[ "2395490" ]
[]
BEGINNER
5 weeks of study, 1 hour/week
[ "en" ]
[ "1" ]
[ "VerifiedCert" ]
Stanford Introduction to Food and Health
[ "Stanford University" ]
[ "Maya Adam, MD" ]
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v2.ondemand
[]
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Learn how to model social and economic networks and their impact on human behavior. How do networks form, why do they exhibit certain patterns, and how does their structure impact diffusion, learning, and other behaviors? We will bring together models and techniques from economics, sociology, math, physics, statisti...
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social-economic-networks
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[]
ADVANCED
[ "en" ]
[ "1" ]
[ "VerifiedCert" ]
Social and Economic Networks: Models and Analysis
[ "Stanford University" ]
[ "Matthew O. Jackson" ]
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Cryptography is an indispensable tool for protecting information in computer systems. In this course you will learn the inner workings of cryptographic systems and how to correctly use them in real-world applications. The course begins with a detailed discussion of how two parties who have a shared secret key can commu...
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[]
crypto
[ "774" ]
[]
null
[ "en" ]
[ "1" ]
[ "VerifiedCert" ]
Cryptography I
[ "Stanford University" ]
[ "Dan Boneh" ]
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[ "umJkWbWbEeqjZBKfC4arvw" ]
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This course should be taken after the Symptom Management course and continues building your primary palliative care skills – communication, psychosocial support, goals of care, and symptom management. You will explore transitions in care such as survivorship and hospice. You will learn how to create a survivorship care...
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transitions-in-care-from-survivorship-to-hospice
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[]
BEGINNER
6 weeks, 2-3 hours/week
[ "en" ]
[ "1" ]
[ "VerifiedCert", "Specialization" ]
Transitions in Care from Survivorship to Hospice
[ "Stanford University" ]
[ "Kavitha Ramchandran", "Jan DeNofrio" ]
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v2.ondemand
[]
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Learn how to think the way mathematicians do – a powerful cognitive process developed over thousands of years. Mathematical thinking is not the same as doing mathematics – at least not as mathematics is typically presented in our school system. School math typically focuses on learning procedures to solve highly ster...
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[]
mathematical-thinking
[ "587683" ]
[]
INTERMEDIATE
Expect to require at least 10 hours of study per week to complete this course satisfactorily.
[ "en" ]
[ "1" ]
[ "VerifiedCert" ]
Introduction to Mathematical Thinking
[ "Stanford University" ]
[ "Dr. Keith Devlin" ]
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[ "68fXxAJgEeqJHxKP6A-i8w" ]
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Machine learning and artificial intelligence hold the potential to transform healthcare and open up a world of incredible promise. But we will never realize the potential of these technologies unless all stakeholders have basic competencies in both healthcare and machine learning concepts and principles. This course ...
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fundamental-machine-learning-healthcare
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[]
BEGINNER
[ "en" ]
[ "1" ]
[ "VerifiedCert", "Specialization" ]
Fundamentals of Machine Learning for Healthcare
[ "Stanford University" ]
[ "Matthew Lungren", "Serena Yeung" ]
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v2.ondemand
[ "oyGHLnb0EeaoxxIn6_zz2w" ]
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The primary topics in this part of the specialization are: asymptotic ("Big-oh") notation, sorting and searching, divide and conquer (master method, integer and matrix multiplication, closest pair), and randomized algorithms (QuickSort, contraction algorithm for min cuts).
[ { "subdomainId": "algorithms", "domainId": "computer-science" }, { "subdomainId": "math-and-logic", "domainId": "math-and-logic" } ]
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[]
algorithms-divide-conquer
[ "768" ]
[]
INTERMEDIATE
4 weeks of study, 4-8 hours/week
[ "en" ]
[ "1" ]
[ "VerifiedCert", "Specialization" ]
Divide and Conquer, Sorting and Searching, and Randomized Algorithms
[ "Stanford University" ]
[ "Tim Roughgarden" ]
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v2.ondemand
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Popularized by movies such as "A Beautiful Mind," game theory is the mathematical modeling of strategic interaction among rational (and irrational) agents. Beyond what we call `games' in common language, such as chess, poker, soccer, etc., it includes the modeling of conflict among nations, political campaigns, competi...
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game-theory-1
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Game Theory
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Probabilistic graphical models (PGMs) are a rich framework for encoding probability distributions over complex domains: joint (multivariate) distributions over large numbers of random variables that interact with each other. These representations sit at the intersection of statistics and computer science, relying on co...
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probabilistic-graphical-models
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ADVANCED
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[ "1" ]
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Probabilistic Graphical Models 1: Representation
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[ "Daphne Koller" ]
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This course explores how the advances in artificial intelligence can and will transform our economy and society in the near future. You will hear insights from esteemed AI researchers and industry leaders in technology, economics, and business. The curriculum addresses the technological underpinnings of Generative AI...
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ai-awakening
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BEGINNER
3 hours
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[ "1" ]
[ "VerifiedCert" ]
The AI Awakening: Implications for the Economy and Society
[ "Stanford University" ]
[ "Erik Brynjolfsson" ]
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This course introduces you to a framework for successful and ethical medical data mining. We will explore the variety of clinical data collected during the delivery of healthcare. You will learn to construct analysis-ready datasets and apply computational procedures to answer clinical questions. We will also explore is...
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introduction-clinical-data
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[]
BEGINNER
[ "en" ]
[ "1" ]
[ "VerifiedCert", "Specialization" ]
Introduction to Clinical Data
[ "Stanford University" ]
[ "Nigam Shah", "Steven Bagley", "David Magnus" ]
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This course teaches scientists to become more effective writers, using practical examples and exercises. Topics include: principles of good writing, tricks for writing faster and with less anxiety, the format of a scientific manuscript, peer review, grant writing, ethical issues in scientific publication, and writing f...
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sciwrite
[ "1367410" ]
[]
BEGINNER
8 weeks of study, 3-5 hours/week
[ "en" ]
[ "1" ]
[ "VerifiedCert" ]
Writing in the Sciences
[ "Stanford University" ]
[ "Dr. Kristin Sainani" ]
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In this introductory, self-paced course, you will learn multiple theories of organizational behavior and apply them to actual cases of organizational change. Organizations are groups whose members coordinate their behaviors in order to accomplish a shared goal. They can be found nearly everywhere in today’s society: u...
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organizational-analysis
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BEGINNER
[ "en" ]
[ "1" ]
[ "VerifiedCert" ]
Organizational Analysis
[ "Stanford University" ]
[ "Daniel A. McFarland" ]
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The primary topics in this part of the specialization are: greedy algorithms (scheduling, minimum spanning trees, clustering, Huffman codes) and dynamic programming (knapsack, sequence alignment, optimal search trees).
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[]
algorithms-greedy
[ "768" ]
[]
INTERMEDIATE
4 weeks of study, 4-8 hours/week
[ "en" ]
[ "1" ]
[ "VerifiedCert", "Specialization" ]
Greedy Algorithms, Minimum Spanning Trees, and Dynamic Programming
[ "Stanford University" ]
[ "Tim Roughgarden" ]
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In the first course of the Machine Learning Specialization, you will: • Build machine learning models in Python using popular machine learning libraries NumPy and scikit-learn. • Build and train supervised machine learning models for prediction and binary classification tasks, including linear regression and logistic r...
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machine-learning
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BEGINNER
At the rate of 5 hours a week, it typically takes 3 weeks to complete this course.
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[ "475", "1" ]
[ "VerifiedCert", "Specialization" ]
Supervised Machine Learning: Regression and Classification
[ "DeepLearning.AI", "Stanford University" ]
[ "Andrew Ng", "Aarti Bagul", "Geoff Ladwig", "Eddy Shyu" ]
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This course should be taken after the Essentials of Palliative Care course and continues building your primary palliative care skills – communication, psychosocial support and goals of care. You will learn how to screen, assess, and manage both physical and psychological symptoms. You will explore common symptoms such ...
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symptom-management-in-palliative-care
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INTERMEDIATE
6 weeks, 2-3 hours/week
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[ "1" ]
[ "VerifiedCert", "Specialization" ]
Symptom Management in Palliative Care
[ "Stanford University" ]
[ "Kavitha Ramchandran", "Jan DeNofrio", "Joshua C. Fronk", "Manuela Kogon" ]
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In this course you will learn about audio signal processing methodologies that are specific for music and of use in real applications. We focus on the spectral processing techniques of relevance for the description and transformation of sounds, developing the basic theoretical and practical knowledge with which to anal...
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audio-signal-processing
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[]
INTERMEDIATE
10 weeks of study, 8 hours/week
[ "en" ]
[ "225", "1" ]
[]
Audio Signal Processing for Music Applications
[ "Universitat Pompeu Fabra of Barcelona", "Stanford University" ]
[ "Xavier Serra", "Prof Julius O Smith, III" ]
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