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How AI Can Be Leveraged for the Increasing Threats of Future Pandemics

Singularity University

We have learned that the Public no longer “trusts” people in power to make the right decisions in regards to COVID-19 next steps. With Artificial Intelligence being underutilized, how can AI can be utilized in the future?

We have learned that the Public no longer “trusts” people in power to make the right decisions in regards to COVID-19 next steps. With Artificial Intelligence being underutilised, particularly by Public Health Officials, to augment decision making during this pandemic, how can AI can be utilised in the future? Potential options include: Building a trusted assistant the population can trust; augmenting decision making by public health officials; and accelerating the ability for critical care to be scaled effectively. Brad Twynham is a Technology Strategist with 25 years as an innovator and advisor in the Enterprise Computing Space. He is also on the Board of a Number of AI based Medtech Start Ups and one the Largest Public Health Administration Organisations in Australia. Brad is passionate about reshaping the current health system and utilising exponential technologies to re-imagine a more equitable health system for all.

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Artificial Intelligence Public Health Data Analysis Decision Making Epidemiology Pandemics Critical Care

What's inside

Syllabus

Traffic lights

Read about what's good

what should give you pause

and possible dealbreakers

Builds learner's understanding of how AI can be utilized in future public health decision making

Taught by an experienced and credible team of instructors who are board members and have leadership roles at Australian AI and Public Health organizations

Taught by Brad Twynham, a Technology Strategist with 25 years in the Enterprise Computing Space whose passions are the health system and utilizing exponential technologies to re-imagine a more equitable health system

Suitable for public health officials, technology strategists, and anyone who wants to learn more about the role of AI in public health

Taught by Singularity University, a global learning and innovation community

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Reviews summary

Strategic ai for pandemic response

According to students, this course offers a highly relevant and strategic overview of how artificial intelligence can address future pandemic threats. Learners appreciate the focus on leveraging AI for public trust and augmenting decision-making in public health. The instructor's extensive background and real-world insights provide a valuable perspective on a critical global challenge. While it provides a comprehensive conceptual framework, prospective learners should note it is geared towards strategic understanding rather than technical implementation, making it ideal for leaders and policymakers seeking high-level applications.

Emphasizes critical ethical and societal considerations.

"The course's emphasis on building a trusted AI assistant is crucial and often overlooked."

"I appreciated the deep dive into how public trust impacts AI adoption in health crises."

"It highlights the ethical considerations that are paramount when deploying AI in sensitive public health areas."

Benefits from instructor's extensive industry experience.

"Brad Twynham's real-world insights are invaluable, stemming from his years in enterprise computing and Medtech."

"The instructor's background on boards of AI-based Medtech startups really shines through in the examples."

"His passion for reshaping health systems with technology is evident and inspiring throughout the modules."

Provides high-level insights for public health leaders.

"I found the course incredibly valuable for understanding AI's strategic role in public health crises."

"It offers a fantastic high-level vision of how AI can truly transform pandemic response."

"This course helped me conceptualize AI applications for augmenting decision-making at a policy level."

Geared for strategic understanding, not coding or deep tech.

"As a data scientist, I was hoping for more technical depth; this is a conceptual framework."

"Don't expect hands-on coding or detailed algorithm explanations; it's a strategic overview for leaders."

"The course provides a broad understanding of AI potential, but not the 'how-to' for implementation."

Activities

Be better prepared before your course. Deepen your understanding during and after it. Supplement your coursework and achieve mastery of the topics covered in How AI Can Be Leveraged for the Increasing Threats of Future Pandemics with these activities:

Read 'Artificial Intelligence: A Modern Approach'

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Gain a comprehensive understanding of the foundational concepts and algorithms in AI.

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Read the chapters in sequence
Take notes and highlight important concepts
Complete the exercises at the end of each chapter

Review basic statistics

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Improve your understanding of statistical concepts to better grasp the AI models and algorithms covered in this course.

Browse courses on Statistics

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Review the basics of probability distributions and random variables
Practice calculating mean, variance, and standard deviation
Review hypothesis testing and confidence intervals

Follow tutorials on AI frameworks

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Enhance your practical skills and stay up-to-date with the latest AI frameworks.

Browse courses on TensorFlow

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Choose a framework and find online tutorials
Follow the tutorials step-by-step
Experiment with the code and modify it to test your understanding

Four other activities

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Show all seven activities

Solve AI-related coding problems

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Enhance your coding skills and apply your knowledge of AI concepts by solving coding problems.

Browse courses on AI Algorithms

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Choose an online coding platform or book with AI-related problems
Start with easier problems and gradually increase the difficulty
Break down problems into smaller steps and debug your code

Attend an AI workshop

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Engage with experts, learn about the latest advancements, and gain hands-on experience in AI.

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Research and find relevant AI workshops
Register and prepare for the workshop
Attend the workshop, participate in discussions, and take notes

Create a presentation on an AI application

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Develop your communication skills and deepen your understanding of an AI application by creating a presentation.

Browse courses on AI Applications

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Choose an AI application that interests you
Research the application and collect data
Structure your presentation with a clear introduction, body, and conclusion
Create visual aids and practice your delivery

Develop a prototype of an AI solution

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Apply your knowledge and skills to solve a real-world problem by creating an AI prototype.

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Define the problem statement and scope of the project
Design the architecture and algorithms for your AI solution
Implement the prototype and test its functionality

Career center

Learners who complete How AI Can Be Leveraged for the Increasing Threats of Future Pandemics will develop knowledge and skills that may be useful to these careers:

Epidemiologist

Epidemiologists study the distribution and patterns of health, disease, and injury in a population. They use this information to develop and implement public health programs aimed at preventing and controlling these conditions. This course can help you build a foundation in artificial intelligence (AI) and its applications in epidemiology. This knowledge can be helpful in developing and implementing AI-powered public health programs that can help prevent and control future pandemics.

See salaries and explore the career path for Epidemiologist

Public Health Advisor

Public health advisors provide advice and guidance to individuals and communities on public health issues. They may work in a variety of settings, such as government agencies, non-profit organizations, or healthcare providers. This course can help you gain knowledge in AI and its use in public health. This knowledge can be helpful in providing advice and guidance on AI-related public health issues.

See salaries and explore the career path for Public Health Advisor

Healthcare Administrator

Healthcare administrators plan, organize, direct, and coordinate the provision of healthcare services. They may work in a variety of settings, such as hospitals, clinics, or nursing homes. This course can help you gain knowledge in AI and its applications in healthcare. This knowledge can be helpful in managing and directing the use of AI in healthcare.

See salaries and explore the career path for Healthcare Administrator

Medical Writer

Medical writers create and edit medical content for a variety of audiences, including patients, healthcare professionals, and researchers. This course can help you gain knowledge in AI and its use in healthcare. This knowledge can be helpful in writing about AI-related medical topics and making them accessible to a wider audience.

See salaries and explore the career path for Medical Writer

Machine Learning Engineer

Machine learning engineers design, develop, and maintain machine learning models. These models can be used for a variety of purposes, including data analysis, prediction, and decision-making. This course can help you gain knowledge in AI and machine learning. This knowledge can be helpful in developing and implementing AI-powered machine learning solutions.

See salaries and explore the career path for Machine Learning Engineer

Data Analyst

Data analysts collect, analyze, and interpret data to help businesses make informed decisions. They may work in a variety of industries, including healthcare, finance, and retail. This course can help you gain knowledge in AI and its use in data analysis. This knowledge can be helpful in developing and implementing AI-powered data analysis solutions.

See salaries and explore the career path for Data Analyst

Data Scientist

Data scientists use data to extract insights and solve problems. They may work on a variety of projects, ranging from developing new products and services to improving existing ones. This course can help you gain knowledge in AI and its applications. This knowledge can be helpful in developing and implementing AI-powered data science solutions.

See salaries and explore the career path for Data Scientist

Software Engineer

Software engineers design, develop, and maintain software applications. They may work on a variety of projects, ranging from small, single-user applications to large, complex enterprise systems. This course can help you gain knowledge in AI and its applications. This knowledge can be helpful in developing and implementing AI-powered software applications.

See salaries and explore the career path for Software Engineer

AI Researcher

AI researchers develop new AI algorithms and techniques. They may work on a variety of topics, ranging from natural language processing to computer vision. This course can help you gain knowledge in AI and its different subfields. This knowledge can be helpful in developing and implementing AI-powered solutions.

See salaries and explore the career path for AI Researcher

Bioinformatician

Bioinformaticians use computers to analyze and interpret biological data. They may work on a variety of projects, ranging from developing new drugs to predicting the spread of diseases. This course can help you gain knowledge in AI and its applications in bioinformatics. This knowledge can be helpful in developing and implementing AI-powered bioinformatics solutions.

See salaries and explore the career path for Bioinformatician

Clinical Research Coordinator

Clinical research coordinators assist with the design, implementation, and management of clinical research studies. They may work in a variety of settings, such as hospitals, clinics, and pharmaceutical companies. This course can help you gain knowledge in AI and its applications in clinical research. This knowledge can be helpful in managing and coordinating AI-powered clinical research studies.

See salaries and explore the career path for Clinical Research Coordinator

Health Educator

Health educators develop and implement health education programs. They may work in a variety of settings, such as schools, community centers, and hospitals. This course can help you gain knowledge in AI and its applications in health education. This knowledge can be helpful in developing and implementing AI-powered health education programs.

See salaries and explore the career path for Health Educator

Healthcare Consultant

Healthcare consultants provide advice and guidance to healthcare organizations on a variety of topics, such as strategic planning, operations improvement, and financial management. This course can help you gain knowledge in AI and its applications in healthcare. This knowledge can be helpful in providing advice and guidance on AI-related healthcare issues.

See salaries and explore the career path for Healthcare Consultant

Policy Analyst

Policy analysts research and analyze public policy issues. They may work for a variety of organizations, such as government agencies, think tanks, and non-profit organizations. This course can help you gain knowledge in AI and its applications in policy analysis. This knowledge can be helpful in researching and analyzing AI-related public policy issues.

See salaries and explore the career path for Policy Analyst

Technology Transfer

Technology transfer professionals facilitate the transfer of technology from research institutions to the private sector. They may work for a variety of organizations, such as universities, government agencies, and companies. This course can help you gain knowledge in AI and its applications in technology transfer. This knowledge can be helpful in facilitating the transfer of AI-related technology from research institutions to the private sector.

See salaries and explore the career path for Technology Transfer

Reading list

We've selected five books that we think will supplement your learning. Use these to develop background knowledge, enrich your coursework, and gain a deeper understanding of the topics covered in How AI Can Be Leveraged for the Increasing Threats of Future Pandemics.

AI and the Future of Healthcare

Save

Provides a comprehensive overview of the future of healthcare. It covers topics such as personalized medicine, precision medicine, and artificial intelligence, and how these technologies will shape the future of patient care.

The AI Revolution and AI and The Future of...

Kindle Edition

Deep Medicine

Save

Provides a personal account of the future of healthcare. It covers topics such as the patient-centered care, the role of technology in healthcare, and the challenges and opportunities facing the healthcare system.

Deep Medicine: How Artificial Intelligence Can Make...

Hardcover

(Deutsch) Deep Medicine -- Künstliche Intelligenz in der...

Kindle Edition

(Pусский) Искусственный интеллект в медицине: Как умные...

Kindle Edition

Managing the Drug Discovery Process

Save

Provides a concise overview of the use of AI in healthcare, covering both the opportunities and the challenges. It is particularly valuable for those interested in the future of healthcare and the role of AI in improving patient outcomes.

Managing the Drug Discovery Process: Insights and...

Paperback

$$$$

Managing the Drug Discovery Process: Insights and...

Kindle Edition

$$$$

Practical Natural Language Processing

Save

Provides a practical guide to using machine learning in healthcare. It covers topics such as data preprocessing, model selection, and evaluation, and provides case studies of how machine learning has been used to improve patient care.

Practical Natural Language Processing: A...

Paperback

$$$

Practical Natural Language Processing: A...

Kindle Edition

Blockchain in Healthcare

Save

Provides a comprehensive overview of the use of blockchain in healthcare. It covers topics such as blockchain architecture, smart contracts, and distributed ledger technology, and how these technologies can be used to improve patient care.

Blockchain in Healthcare: From Disruption to...

Hardcover

$$$

Blockchain in Healthcare: From Disruption to...

Kindle Edition

$$$$

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Time

28 hours

Level

Introductory

Via

Pluralsight

Instructor

Singularity University

Language

English

This course belongs to a collection called COVID-19: The State & Future of Pandemics. It's comprised of 21 courses:

Traffic lights

Read about what's good

what should give you pause

and possible dealbreakers

Builds learner's understanding of how AI can be utilized in future public health decision making

Taught by an experienced and credible team of instructors who are board members and have leadership roles at Australian AI and Public Health organizations

Suitable for public health officials, technology strategists, and anyone who wants to learn more about the role of AI in public health

Taught by Singularity University, a global learning and innovation community

Top Active Alternatives

How AI Can Be Leveraged for the Increasing Threats of Future Pandemics

What's inside

Syllabus

Traffic lights

Save this course

Reviews summary

Strategic ai for pandemic response

Activities

Career center

Reading list

Share

Similar courses

Pluralsight Buyer Protection & Guarantee

10-Day Free Trial

Cancel Anytime (Non-Refundable Once Billed)

Verified Academic & Industry Partner