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Google Cloud Training

This is a self-paced lab that takes place in the Google Cloud console.

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This is a self-paced lab that takes place in the Google Cloud console.

In this lab, you will explore some of the features of Cloud Healthcare API (HCAPI) to stream HL7v2 messages into HCAPI datastores and convert HL7v2 to FHIR and import the FHIR data into BigQuery for analytical use.

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What's inside

Syllabus

Streaming HL7 to FHIR Data with Healthcare API

Good to know

Know what's good
, what to watch for
, and possible dealbreakers
A course by Google Cloud Training, a recognized leader in cloud computing
Well-suited for healthcare professionals, data analysts, and software developers
Provides hands-on experience with streaming HL7v2 messages and converting them to FHIR
Involves analyzing HL7v2 data in BigQuery for healthcare insights
May require prior knowledge of HL7v2 and FHIR standards

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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 Streaming HL7 to FHIR Data with Healthcare API with these activities:
Compile Course Resources
Reinforce learning by organizing and reviewing course materials for easy reference.
Show steps
  • Gather all course materials (slides, notes, assignments)
  • Create a central repository for all materials
  • Review materials regularly to solidify knowledge
Review SQL Fundamentals
Strengthen foundation in SQL, essential for data analysis and querying in BigQuery.
Browse courses on SQL
Show steps
  • Review basic SQL syntax and commands
  • Practice writing SQL queries on a sample database
Read 'Healthcare Data Analytics'
Expand knowledge in healthcare data analytics by reading an authoritative text.
Show steps
  • Read assigned chapters relevant to course topics
  • Summarize key concepts and findings
Five other activities
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Show all eight activities
Explore HCAPI Datastores Using Tutorials
Gain practical experience in managing HCAPI datastores, improving understanding of data storage and retrieval.
Show steps
  • Follow the official Quickstart tutorial to create a datastore
  • Use the API Explorer to perform CRUD operations on datastores
  • Explore advanced features such as data filtering and indexing
Practice Converting HL7v2 to FHIR
Develop skills in converting HL7v2 messages to FHIR, enhancing understanding of interoperability.
Browse courses on HL7v2
Show steps
  • Review HL7v2 and FHIR message structures
  • Practice mapping HL7v2 segments to FHIR resources
  • Use a converter tool to automate the conversion process
  • Validate the converted FHIR data for accuracy
Join a Study Group
Collaborate with peers to discuss concepts, solve problems, and enhance understanding.
Show steps
  • Form a study group with classmates
  • Meet regularly to review materials and discuss assignments
  • Share notes and resources with group members
  • Prepare for exams together
Create a Data Visualization Dashboard
Foster critical thinking and analytical skills by creating a dashboard to visualize and analyze healthcare data.
Browse courses on Data Visualization
Show steps
  • Deploy the dashboard and share it with stakeholders
  • Design the dashboard layout and visualizations
  • Query data from BigQuery using SQL
  • Create visualizations using a data visualization tool
Develop a Healthcare Data Pipeline
Integrate knowledge gained in the course to design and implement a complete data pipeline for healthcare data processing.
Browse courses on Data Pipeline
Show steps
  • Define the data sources and destination
  • Design the data ingestion and processing architecture
  • Implement the data pipeline using Google Cloud services
  • Monitor and maintain the pipeline

Career center

Learners who complete Streaming HL7 to FHIR Data with Healthcare API will develop knowledge and skills that may be useful to these careers:
Healthcare Data Engineer
A Healthcare Data Engineer designs, develops, and maintains data systems and solutions for healthcare organizations. The course, Streaming HL7 to FHIR Data with Healthcare API, provides a deep dive into the specific challenges and techniques involved in working with healthcare data, including streaming HL7 data and converting it to FHIR. This makes the course highly relevant to the role of a Healthcare Data Engineer.
Data Analyst
A Data Analyst collects, analyzes, interprets, and presents data to help organizations make informed decisions. The course, Streaming HL7 to FHIR Data with Healthcare API, provides a strong foundation in working with healthcare data and using cloud-based tools to analyze and manage this data. The skills and knowledge gained from this course can be directly applied to the role of a Data Analyst in a healthcare setting.
Clinical Informatics Specialist
A Clinical Informatics Specialist uses technology to improve the delivery of clinical care. The course, Streaming HL7 to FHIR Data with Healthcare API, provides a strong foundation in working with healthcare data and using cloud-based tools to analyze and manage this data. The skills and knowledge gained from this course can be directly applied to the role of a Clinical Informatics Specialist in a hospital or healthcare system.
Clinical Data Analyst
A Clinical Data Analyst collects, analyzes, and interprets clinical data to improve patient care. The course, Streaming HL7 to FHIR Data with Healthcare API, provides a strong foundation in working with healthcare data and using cloud-based tools to analyze and manage this data. The skills and knowledge gained from this course can be directly applied to the role of a Clinical Data Analyst in a hospital or healthcare system.
Health Informatics Specialist
A Health Informatics Specialist uses technology to improve healthcare delivery and outcomes. The course, Streaming HL7 to FHIR Data with Healthcare API, provides a valuable overview of the use of cloud-based tools and APIs for managing and analyzing healthcare data. This knowledge can be applied to the role of a Health Informatics Specialist in a variety of settings, including hospitals, clinics, and public health agencies.
Healthcare Data Architect
A Healthcare Data Architect designs and manages the architecture of healthcare data systems. The course, Streaming HL7 to FHIR Data with Healthcare API, provides a strong foundation in the use of cloud-based tools and APIs for managing healthcare data. This knowledge can be applied to the role of a Healthcare Data Architect in a variety of settings, including hospitals, clinics, and public health agencies.
Healthcare CIO
A Healthcare CIO is responsible for the planning, implementation, and management of information technology systems in healthcare organizations. The course, Streaming HL7 to FHIR Data with Healthcare API, provides a solid understanding of the technical challenges and best practices involved in managing healthcare data. This knowledge can be directly applied to the role of a Healthcare CIO responsible for data-related initiatives.
Healthcare Data Scientist
A Healthcare Data Scientist uses data analysis and machine learning to improve healthcare delivery and outcomes. The course, Streaming HL7 to FHIR Data with Healthcare API, provides a solid foundation in the use of cloud-based tools and APIs for managing healthcare data. This knowledge can be applied to the role of a Healthcare Data Scientist in a variety of settings, including hospitals, clinics, and public health agencies.
Healthcare IT Manager
A Healthcare IT Manager is responsible for the planning, implementation, and management of information technology systems in healthcare organizations. The course, Streaming HL7 to FHIR Data with Healthcare API, provides a solid understanding of the technical challenges and best practices involved in managing healthcare data. This knowledge can be directly applied to the role of a Healthcare IT Manager responsible for data-related initiatives.
Quality Assurance Analyst
A Quality Assurance Analyst ensures that healthcare services meet quality standards. The course, Streaming HL7 to FHIR Data with Healthcare API, provides a strong foundation in working with healthcare data and using cloud-based tools to analyze and manage this data. The skills and knowledge gained from this course can be applied to the role of a Quality Assurance Analyst in a hospital or healthcare system.
Health Information Management Specialist
A Health Information Management Specialist is responsible for the management and security of health information. The course, Streaming HL7 to FHIR Data with Healthcare API, provides a valuable overview of the use of cloud-based tools and APIs for managing healthcare data. This knowledge can be applied to the role of a Health Information Management Specialist in a variety of settings, including hospitals, clinics, and public health agencies.
Healthcare Policy Analyst
A Healthcare Policy Analyst researches and analyzes healthcare policies and their impact on healthcare delivery and outcomes. The course, Streaming HL7 to FHIR Data with Healthcare API, provides a valuable overview of the use of cloud-based tools and APIs for managing healthcare data. This knowledge can be applied to the role of a Healthcare Policy Analyst in a variety of settings, including government agencies, think tanks, and advocacy groups.
Healthcare Project Manager
A Healthcare Project Manager manages healthcare projects, including projects related to data management and analytics. The course, Streaming HL7 to FHIR Data with Healthcare API, provides a strong foundation in the use of cloud-based tools and APIs for managing healthcare data. This knowledge can be applied to the role of a Healthcare Project Manager in a variety of settings, including hospitals, clinics, and public health agencies.
Medical Records Technician
A Medical Records Technician collects, processes, and maintains medical records. The course, Streaming HL7 to FHIR Data with Healthcare API, provides a strong foundation in working with healthcare data and using cloud-based tools to manage and analyze this data. The skills and knowledge gained from this course can be applied to the role of a Medical Records Technician in a hospital or healthcare system.
Healthcare Consultant
A Healthcare Consultant provides consulting services to healthcare organizations on a variety of topics, including data management and analytics. The course, Streaming HL7 to FHIR Data with Healthcare API, provides a valuable overview of the use of cloud-based tools and APIs for managing healthcare data. This knowledge can be applied to the role of a Healthcare Consultant working with clients on data-related projects.

Reading list

We've selected 11 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 Streaming HL7 to FHIR Data with Healthcare API.
The HL7v2 standard defines the format and structure of HL7v2 messages. is essential reading for anyone who wants to understand how HL7v2 messages are constructed and processed.
The FHIR standard defines the format and structure of FHIR resources. is essential reading for anyone who wants to understand how FHIR resources are constructed and processed.
Focuses on FHIR, providing a comprehensive introduction to its concepts and implementation. It would be particularly useful for learners interested in understanding the technical aspects of FHIR, complementing the course's exploration of streaming HL7v2 to FHIR.
Offers a practical guide to data management in healthcare, covering topics such as data governance, data quality, and data analytics. It provides valuable insights into the challenges and best practices of healthcare data management, complementing the course's focus on streaming HL7v2 data.
Introduces data analysis techniques using Python libraries such as Pandas, NumPy, and Matplotlib. Useful for healthcare professionals and data analysts who want to use Python for healthcare data analysis.
Provides an overview of healthcare data analytics, including how to collect, clean, and analyze healthcare data. It useful resource for understanding the basics of healthcare data analytics and how it can be used to improve healthcare.
Provides an overview of clinical data science, including how to use data to improve healthcare. It useful resource for understanding the basics of clinical data science and how it can be used to improve healthcare delivery.
Provides an overview of Hadoop, including how to set up a Hadoop cluster, process data with Hadoop, and use Hadoop for data analysis. It useful resource for understanding the basics of Hadoop and how it can be used for healthcare data.
Introduces data visualization techniques and best practices. Useful for healthcare professionals and data analysts who want to effectively communicate insights from healthcare data.
Provides an overview of statistical methods used in healthcare research. It useful resource for understanding the basics of statistical methods and how they can be used to conduct healthcare research.
Provides an overview of health economics, including concepts such as cost-benefit analysis, cost-effectiveness analysis, and decision-making under uncertainty. Useful for healthcare professionals and data analysts who need to understand the economic aspects of healthcare data.

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