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Google Cloud Training
This is a self-paced lab that takes place in the Google Cloud console. In this lab you'll learn how to use Dialogflow to create a conversational interface to answer questions about COVID-19 symptoms and provide the latest guidance from public health...
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This is a self-paced lab that takes place in the Google Cloud console. In this lab you'll learn how to use Dialogflow to create a conversational interface to answer questions about COVID-19 symptoms and provide the latest guidance from public health authorities like the Centers for Disease Control and Prevention and World Health Organization (WHO)
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Good to know

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Teaches students how to create conversational interfaces to answer questions about COVID-19 symptoms and provide guidance from public health authorities
Provides hands-on experience in using Dialogflow, a platform for building conversational interfaces
Can help students develop skills in natural language processing and machine learning
Can be useful for students in healthcare, public health, or related fields
Can help students learn about the latest guidance from public health authorities on COVID-19
May require some prior knowledge of natural language processing or machine learning

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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 Verily Pathfinder Virtual Agent for COVID-19 Chat App with these activities:
Review essential NLP concepts
Review basic NLP concepts like tokenization, stemming, and lemmatization to strengthen your understanding of the course material.
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  • Go over your notes or textbooks on NLP fundamentals.
  • Complete online tutorials or exercises on NLP basics.
Find a Dialogflow mentor
Finding a Dialogflow mentor can provide you with personalized guidance and support.
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  • Identify potential mentors in your network.
  • Reach out to potential mentors and introduce yourself.
  • Ask for guidance and support on your Dialogflow journey.
Review COVID-19 Public Health Guidelines
Refreshes your knowledge on the latest COVID-19 public health guidelines, ensuring you have a strong foundation for the course.
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  • Visit the CDC website
  • Review the WHO guidelines
11 other activities
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Join a Dialogflow community
Joining a Dialogflow community will allow you to connect with other developers and learn from their experiences.
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Show steps
  • Find a Dialogflow community online.
  • Join the community and introduce yourself.
  • Ask questions and share your knowledge with other members.
Practice with Dialogflow CX exercises
Reinforce your understanding of Dialogflow CX by completing practice exercises and quizzes.
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Show steps
  • Find practice exercises and quizzes online or in the Dialogflow CX documentation.
  • Complete the exercises and quizzes to test your knowledge.
Follow the Dialogflow Getting Started Tutorial
This tutorial will provide you with a step-by-step guide to creating your first Dialogflow agent.
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  • Create a new Dialogflow agent.
  • Add intents and entities to your agent.
  • Write fulfillment code for your intents.
  • Deploy your agent and test it.
Build a conversational chatbot using Dialogflow
Build a chatbot with Dialogflow to apply the course concepts and enhance your understanding.
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  • Create a Dialogflow project and agent.
  • Design and implement intents and entities for your chatbot.
  • Develop training phrases and responses.
  • Test and deploy your chatbot.
Follow a Tutorial on Dialogflow for Beginners
Provides a guided hands-on experience with Dialogflow, helping you familiarize yourself with its functionality.
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Follow tutorials on Dialogflow CX
Enhance your understanding of Dialogflow CX by working through structured tutorials that cover its features and functionalities.
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  • Find tutorials provided by Google Cloud or other reputable sources.
  • Follow the tutorials step-by-step, building your own Dialogflow CX chatbot.
Code from scratch
Coding from scratch will help you to solidify your understanding of the core concepts of Dialogflow.
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  • Create a new Dialogflow agent.
  • Add intents and entities to your agent.
  • Write fulfillment code for your intents.
  • Deploy your agent and test it.
Practice Creating Dialogflow Intents and Entities
Strengthens your understanding of Dialogflow's core concepts through repetitive practice, improving your proficiency.
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Create a presentation on Dialogflow CX use cases
Expand your understanding of Dialogflow CX by researching and presenting on its various use cases.
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Show steps
  • Research different use cases of Dialogflow CX in various industries.
  • Create a presentation that showcases these use cases and their benefits.
Build a simple chatbot using Dialogflow CX
Solidify your learning by applying your knowledge to a practical project. Build a chatbot that handles basic COVID-19 related queries.
Browse courses on Dialogflow
Show steps
  • Design the conversational flow and intents for your chatbot.
  • Create and configure your chatbot in Dialogflow CX.
  • Test and iterate on your chatbot to improve its responses.
Develop a COVID-19 Symptom Checker Chatbot
Tests your ability to apply Dialogflow skills by building a real-world chatbot application.
Show steps

Career center

Learners who complete Verily Pathfinder Virtual Agent for COVID-19 Chat App will develop knowledge and skills that may be useful to these careers:
Epidemiologist
Epidemiologists take a deep dive into the causes and effects of COVID-19 and other health conditions. They are responsible for developing and implementing strategies to prevent and control diseases. The knowledge gained from the Verily Pathfinder Virtual Agent for COVID-19 Chat App course can greatly support Epidemiologists with crucial information. This course aids in developing a Conversational interface that provides up-to-date guidance from public health authorities like the Centers for Disease Control and Prevention (CDC) and World Health Organization (WHO) which is vital for Epidemiologists.
Medical Writer
The Verily Pathfinder Virtual Agent for COVID-19 Chat App course is an excellent resource for Medical Writers. It can help them create clear, concise, and accurate medical content for a variety of audiences. The knowledge gained from this can greatly benefit Medical Writers in understanding COVID-19 symptoms, the latest guidance from public health authorities, and how to effectively communicate this information to the public.
Public Health Nurse
Public Health Nurses work to promote health and prevent disease in communities. The Verily Pathfinder Virtual Agent for COVID-19 Chat App course can help Public Health Nurses stay up-to-date on the latest COVID-19 information and provide guidance to the public. The knowledge gained from this course can greatly benefit Public Health Nurse by providing them with the latest information on COVID-19 symptoms and guidance from public health authorities.
Health Educator
Health Educators develop and implement educational programs and materials to promote health and prevent disease. The Verily Pathfinder Virtual Agent for COVID-19 Chat App course can help Health Educators create effective educational materials on COVID-19. The knowledge gained from this course may greatly support Health Educators in understanding COVID-19 symptoms, the latest guidance from public health authorities, and how to effectively communicate this information to the public.
Social Worker
Social Workers help people cope with difficult life circumstances, including illness. The Verily Pathfinder Virtual Agent for COVID-19 Chat App course can help Social Workers provide support to people affected by COVID-19. The knowledge gained from this course may serve to provide Social Workers with the latest information on COVID-19 symptoms and guidance from public health authorities.
Health Policy Analyst
Health Policy Analysts develop and analyze policies to improve health outcomes. The Verily Pathfinder Virtual Agent for COVID-19 Chat App course can help Health Policy Analysts understand the impact of COVID-19 on the healthcare system. The knowledge gained from this course may aid Health Policy Analysts in making informed decisions about policies that affect the prevention and treatment of COVID-19.
Health Data Analyst
Health Data Analysts collect, analyze, and interpret health data to improve health outcomes. The Verily Pathfinder Virtual Agent for COVID-19 Chat App course can help Health Data Analysts understand the epidemiology of COVID-19. The knowledge gained from this course may provide Health Data Analysts with the skills needed to analyze data on COVID-19 and identify trends that can inform public health policy.
Health Informatics Specialist
Health Informatics Specialists use technology to improve health outcomes. The Verily Pathfinder Virtual Agent for COVID-19 Chat App course can help Health Informatics Specialists develop and implement technology solutions to address the challenges of COVID-19. The knowledge gained from this course may empower Health Informatics Specialists in leveraging technology to improve the delivery of care to COVID-19 patients.
Health Services Manager
Health Services Managers plan, direct, and coordinate the delivery of health services. The Verily Pathfinder Virtual Agent for COVID-19 Chat App course can help Health Services Managers understand the challenges of COVID-19 and develop strategies to address them. The knowledge gained from this course may aid Health Services Managers in making informed decisions about the allocation of resources and the delivery of care to COVID-19 patients.
Healthcare Consultant
Healthcare Consultants provide advice and guidance to healthcare organizations on a variety of issues. The Verily Pathfinder Virtual Agent for COVID-19 Chat App course can help Healthcare Consultants understand the challenges of COVID-19 and develop strategies to address them. The knowledge gained from this course may allow Healthcare Consultants to better assist clients with developing and implementing effective COVID-19 response plans.
Pharmacist
Pharmacists dispense medications and provide advice on their use. The Verily Pathfinder Virtual Agent for COVID-19 Chat App course can help Pharmacists understand the latest information on COVID-19 treatments and provide guidance to patients. The knowledge gained from this course may benefit Pharmacists in staying up-to-date on the latest COVID-19 treatments and providing accurate information to patients.
Physician Assistant
Physician Assistants provide medical care under the supervision of a physician. The Verily Pathfinder Virtual Agent for COVID-19 Chat App course can help Physician Assistants understand the latest information on COVID-19 diagnosis and treatment and provide guidance to patients. The knowledge gained from this course may equip Physician Assistants with the skills needed to effectively care for COVID-19 patients under the supervision of a physician.
Registered Nurse
Registered Nurses provide direct patient care under the supervision of a physician. The Verily Pathfinder Virtual Agent for COVID-19 Chat App course can help Registered Nurses understand the latest information on COVID-19 diagnosis and treatment and provide guidance to patients. The knowledge gained from this course may enable Registered Nurses to effectively care for COVID-19 patients under the supervision of a physician.
Licensed Practical Nurse
Licensed Practical Nurses provide basic nursing care under the supervision of a Registered Nurse or physician. The Verily Pathfinder Virtual Agent for COVID-19 Chat App course may be useful to Licensed Practical Nurses in understanding the latest information on COVID-19 diagnosis and treatment. The knowledge gained from this course may help them assist Registered Nurses and physicians in providing care to COVID-19 patients.
Nursing Assistant
Nursing Assistants provide basic patient care under the supervision of a Registered Nurse or physician. The Verily Pathfinder Virtual Agent for COVID-19 Chat App course may be useful to Nursing Assistants in understanding the latest information on COVID-19 diagnosis and treatment. The knowledge gained from this course may assist them in providing support to Registered Nurses and physicians in caring for COVID-19 patients.

Reading list

We've selected seven 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 Verily Pathfinder Virtual Agent for COVID-19 Chat App.
This comprehensive resource provides essential information on COVID-19, including symptoms, prevention, and treatment.
This interactive dashboard provides real-time updates on the COVID-19 pandemic, including global case numbers, country-by-country data, and the latest guidance from WHO.
This comprehensive guide provides hands-on experience with natural language processing using the Python programming language.
This academic textbook covers fundamental concepts in Natural Language Processing, providing a solid foundation for understanding the principles behind the technology.
This comprehensive textbook provides a broad overview of speech and language processing, covering topics such as acoustic modeling, statistical language modeling, and speech recognition.
Provides a thorough introduction to advanced deep learning techniques for natural language processing.

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