AI & Data Science

Cloud Infrastructure as Code

Mastering Cloud Infrastructure as Code for AI Applications

Workload: 720 hours Topics: Cloud Computing for AI and Data Science
Initial Registration โ€” 80 EUR This initial payment is credited toward tuition. Program-specific discounts may apply.
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Program overview

Cloud Infrastructure as Code is a cutting-edge training program designed to equip participants with the essential skills needed to manage and deploy cloud infrastructure efficiently using code. This course emphasizes a project-based and interactive learning approach, enabling learners to engage deeply with real-world scenarios and tools. Participants will explore various cloud platforms, automation tools, and coding practices that facilitate the seamless integration of infrastructure management into the software development lifecycle.
Throughout the course, learners will not only gain theoretical knowledge but also practical experience through hands-on projects. By the end of the program, participants will have the opportunity to publish their results in Cademix Magazine, showcasing their skills and contributions to the community. This course is tailored for those looking to enhance their career prospects in cloud computing, particularly in the context of AI and data science applications.
Understanding Cloud Computing Fundamentals
Introduction to Infrastructure as Code (IaC)
Overview of Cloud Service Providers (AWS, Azure, Google Cloud)
Setting Up a Cloud Environment for AI Projects
Tools for Infrastructure Automation: Terraform and Ansible
Continuous Integration and Continuous Deployment (CI/CD) Practices
Monitoring and Managing Cloud Resources
Security Best Practices in Cloud Infrastructure
Cost Management Strategies for Cloud Services
Final Project: Deploying an AI Application Using Infrastructure as Code

Learning goal

Equip participants with the skills to design, implement, and manage cloud infrastructure using code, specifically tailored for AI and data science applications.

Target group

Graduates, job seekers, business professionals, and optionally researchers or consultants.

Prerequisites

Basic understanding of programming concepts and familiarity with cloud services is recommended.

Format and certification

Teaching method: Project-based, interactive learning with opportunities for publication.

Certificate: Certificate of Attendance, Certificate of Expert issued by Cademix Institute of Technology.

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Cademix Institute of Technology e.U.Continuing Education ยท Professional Development ยท Austria