Optimizing Infrastructure: AI Integration with Terraform

Terraform 1.10    |    Intermediate
  • 13 videos | 1h 13m 35s
  • Includes Assessment
  • Earns a Badge
Integrating AI with Terraform empowers infrastructure management with intelligent automation capabilities. By leveraging AI algorithms, Terraform can optimize resource provisioning, scaling, and management based on real-time data and predictive analytics. This integration enables dynamic decision-making, enhancing efficiency and scalability while reducing operational overhead. In this course, you will learn about Terraform and AI and ML workloads, Kubernetes deployments, AI Services and data science workflows. Next, you will learn about Terraform and AI infrastructure automation. Finally, you will gain hands-on experience implementing AI workloads with Terraform, deploying AI models, deploying Kubernetes, implementing Azure AI services with Terraform, and using Terraform to create workflows. After completing this course, you will be able to outline how to perform AI integration with Terraform.

WHAT YOU WILL LEARN

  • Discover the key concepts covered in this course
    Describe ai and ml workloads
    Outline terraform and kubernetes for ai/ml deployments
    Integrate ai services from aws, azure, and gcp
    Describe the use of terraform for data science workflows
    Outline ai infrastructure automation with terraform
    Implement ai and ml workloads
  • Deploy ai models with terraform
    Deploy kubernetes for ai/ml deployments using terraform
    Integrate ai services from azure
    Implement terraform for data science workflows
    Use ai infrastructure automation with terraform
    Summarize the key concepts covered in this course

IN THIS COURSE

  • 1m 18s
    In this video, we will discover the key concepts covered in this course. FREE ACCESS
  • 7m 56s
    After completing this video, you will be able to describe AI and ML workloads. FREE ACCESS
  • Locked
    3.  Terraform Kubernetes Deployments
    6m 49s
    Upon completion of this video, you will be able to outline Terraform and Kubernetes for AI/ML deployments. FREE ACCESS
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    4.  Terraform & AI Services
    7m 11s
    Find out how to integrate AI services from AWS, Azure, and GCP. FREE ACCESS
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    5.  Terraform & Data Science Workflows
    7m 29s
    After completing this video, you will be able to describe the use of Terraform for data science workflows. FREE ACCESS
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    6.  Terraform & AI Infrastructure Automation
    7m 2s
    Upon completion of this video, you will be able to outline AI infrastructure automation with Terraform. FREE ACCESS
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    7.  AI & ML Workloads
    5m 36s
    In this video, find out how to implement AI and ML Workloads. FREE ACCESS
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    8.  Deploying AI Models With Terraform
    5m 51s
    In this video, you will learn how to deploy AI models with Terraform. FREE ACCESS
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    9.  Kubernetes Terraform Deployments
    5m 18s
    In this video, learn how to deploy Kubernetes for AI/ML deployments using Terraform. FREE ACCESS
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    10.  Implement Azure AI Service With Terraform
    5m 48s
    During this video, discover how to integrate AI services from Azure. FREE ACCESS
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    11.  Using Terraform for Data Science
    5m 54s
    In this video, discover how to implement Terraform for data science workflows. FREE ACCESS
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    12.  AI Infrastructure Automation Using Terraform
    6m 27s
    During this video, you will learn how to use AI infrastructure automation with Terraform. FREE ACCESS
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    13.  Course Summary
    58s
    In this video, we will summarize the key concepts covered in this course. FREE ACCESS

EARN A DIGITAL BADGE WHEN YOU COMPLETE THIS COURSE

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