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Lab Courses

Lab courses can help you learn experimental design, data collection techniques, statistical analysis, and safety protocols. You can build skills in critical thinking, problem-solving, and precise documentation practices. Many courses introduce tools like laboratory software, data analysis programs, and equipment for conducting experiments, that support analyzing results and drawing conclusions.


Popular Lab Courses and Certifications


  • Status: New
    New
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    Pearson

    Hands-on AWS VPC Labs: Essential Lab Exercises

    Skills you'll gain: Amazon Web Services, Virtual Private Networks (VPN), Amazon CloudWatch, Network Monitoring, Network Troubleshooting, Network Architecture, Network Security, Network Routing, Load Balancing

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    New
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    Pearson

    Hands-on AWS Auto Scaling Labs: Essential Lab Exercises

    Skills you'll gain: Amazon Elastic Compute Cloud, Amazon CloudWatch, Load Balancing, Amazon Web Services, Scalability, Cloud Management, Cloud Applications, Capacity Management, Continuous Monitoring, System Monitoring

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
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    IBM

    Generative AI for Data Engineers

    Skills you'll gain: Prompt Engineering, Prompt Patterns, Generative AI, Database Design, ChatGPT, Data Pipelines, Query Languages, Extract, Transform, Load, Responsible AI, Data Warehousing, Data Ethics, Data Infrastructure, AI Product Strategy, Data Architecture, Data Mining, Data Synthesis, Artificial Intelligence and Machine Learning (AI/ML), Deep Learning, Image Quality, Machine Learning

    4.7
    Rating, 4.7 out of 5 stars
    ·
    11K reviews

    Intermediate · Specialization · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    I

    IBM

    Generative AI for Educators

    Skills you'll gain: Prompt Engineering, Prompt Patterns, Generative AI, AI Personalization, Responsible AI, ChatGPT, Data Ethics, Education Software and Technology, LLM Application, AI Product Strategy, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Deep Learning, Ethical Standards And Conduct, Image Quality, Information Privacy, Machine Learning, Emerging Technologies, Data Security

    4.7
    Rating, 4.7 out of 5 stars
    ·
    11K reviews

    Beginner · Specialization · 1 - 3 Months

  • G

    Google Cloud

    Set Up and Configure a Cloud Environment in Google Cloud - Azure: Challenge Lab

    Skills you'll gain: Google Cloud Platform, Kubernetes, Debugging, Cloud Infrastructure, Cloud Computing, Cloud Engineering, System Configuration, Network Troubleshooting, Problem Management

    Intermediate · Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    F

    Fred Hutchinson Cancer Center

    Wrangling Computing Environments: Using Docker for Research

    Skills you'll gain: CI/CD, Continuous Integration, Containerization, Docker (Software), Development Environment, Continuous Deployment, Devops Tools, Cloud-Native Computing, Bioinformatics, Software Development, Debugging, Software Versioning, Command-Line Interface

    Intermediate · Course · 1 - 3 Months

  • Status: Free
    Free
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    Google Cloud

    Set Up and Configure a Cloud Environment in Google Cloud - AWS: Challenge Lab

    Skills you'll gain: Google Cloud Platform, Cloud Computing, Cloud Infrastructure, Amazon Web Services, Public Cloud

    Intermediate · Project · Less Than 2 Hours

  • G

    Google Cloud

    A Tour of Firebase

    Skills you'll gain: Virtual Environment, Google Cloud Platform, Cloud Applications, Cloud Services, Cloud Computing, Cloud Management

    Beginner · Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
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    Google Cloud

    Hands-on Foundations for Data Science and Machine Learning with Google Cloud Labs

    Skills you'll gain: Data Warehousing, Google Cloud Platform, Big Data, Apache Spark, Database Management, Data Integration, Dataflow, SQL, Data Pipelines, Metadata Management, Data Management, Real Time Data, Tensorflow, Data Science, Command-Line Interface, Applied Machine Learning, Cloud-Based Integration, Apache Hadoop, Query Languages, Machine Learning

    4.3
    Rating, 4.3 out of 5 stars
    ·
    125 reviews

    Intermediate · Specialization · 1 - 3 Months

  • G

    Google Cloud

    Introduction to Computer Vision with TensorFlow

    Skills you'll gain: Tensorflow, Computer Vision, Machine Learning Methods, Development Environment, Image Analysis, Machine Learning, Google Cloud Platform, Deep Learning, Artificial Neural Networks

    5
    Rating, 5 out of 5 stars
    ·
    6 reviews

    Beginner · Project · Less Than 2 Hours

  • G

    Google Cloud

    ETL Processing on Google Cloud Using Dataflow and BigQuery

    Skills you'll gain: Data Pipelines, Extract, Transform, Load, Dataflow, Data Processing, Scripting, Google Cloud Platform, Big Data, Scripting Languages, Cloud Storage

    4.5
    Rating, 4.5 out of 5 stars
    ·
    13 reviews

    Intermediate · Project · Less Than 2 Hours

  • G

    Google Cloud

    Building Demand Forecasting with BigQuery ML

    Skills you'll gain: Time Series Analysis and Forecasting, Forecasting, Google Cloud Platform, Predictive Modeling, Big Data, Data Analysis, Data Analysis Software, Data Manipulation, Exploratory Data Analysis, Cloud Storage

    Beginner · Project · Less Than 2 Hours

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In summary, here are 10 of our most popular lab courses

  • Hands-on AWS VPC Labs: Essential Lab Exercises: Pearson
  • Hands-on AWS Auto Scaling Labs: Essential Lab Exercises: Pearson
  • Generative AI for Data Engineers: IBM
  • Generative AI for Educators: IBM
  • Set Up and Configure a Cloud Environment in Google Cloud - Azure: Challenge Lab: Google Cloud
  • Wrangling Computing Environments: Using Docker for Research: Fred Hutchinson Cancer Center
  • Set Up and Configure a Cloud Environment in Google Cloud - AWS: Challenge Lab: Google Cloud
  • A Tour of Firebase: Google Cloud
  • Hands-on Foundations for Data Science and Machine Learning with Google Cloud Labs: Google Cloud
  • Introduction to Computer Vision with TensorFlow: Google Cloud

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