Duke University
Building Cloud Computing Solutions at Scale Specialization

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Duke University

Building Cloud Computing Solutions at Scale Specialization

Launch Your Career in Cloud Computing. Master strategies and tools to become proficient in developing data science and machine learning solutions in the Cloud

Noah Gift

Instructor: Noah Gift

16,990 already enrolled

Included with Coursera Plus

Get in-depth knowledge of a subject
4.4

(296 reviews)

Intermediate level

Recommended experience

6 months to complete
at 5 hours a week
Flexible schedule
Learn at your own pace
Get in-depth knowledge of a subject
4.4

(296 reviews)

Intermediate level

Recommended experience

6 months to complete
at 5 hours a week
Flexible schedule
Learn at your own pace

What you'll learn

  • Build websites involving serverless technology and virtual machines, using the best practices of DevOps

  • Create Microservices using technologies like Flask and Kubernetes that are continuously deployed to a Cloud platform: AWS, Azure or GCP

  • Apply Machine Learning Engineering to build a Flask web application that serves out Machine Learning predictions

Details to know

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Taught in English

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Advance your subject-matter expertise

  • Learn in-demand skills from university and industry experts
  • Master a subject or tool with hands-on projects
  • Develop a deep understanding of key concepts
  • Earn a career certificate from Duke University

Specialization - 4 course series

Cloud Computing Foundations

Cloud Computing Foundations

Course 135 hours

What you'll learn

Skills you'll gain

Category: Continuous Delivery
Category: Cloud Platforms
Category: DevOps
Category: Cloud Computing
Category: Technical Documentation
Category: Infrastructure as Code (IaC)
Category: Infrastructure As A Service (IaaS)
Category: Technical Communication
Category: CI/CD
Category: Cloud Infrastructure
Category: GitHub
Category: Software Development
Category: Platform As A Service (PaaS)
Category: Serverless Computing
Category: Agile Software Development

What you'll learn

Skills you'll gain

Category: DevOps
Category: Containerization
Category: Microservices
Category: Serverless Computing
Category: Kubernetes
Category: Continuous Delivery
Category: Performance Testing
Category: Flask (Web Framework)
Category: Cloud Platforms
Category: System Monitoring
Category: Amazon Web Services
Category: Cloud-Native Computing
Category: Virtual Machines
Category: Cloud Applications
Category: Cloud Deployment
Category: Cloud Computing
Cloud Data Engineering

Cloud Data Engineering

Course 341 hours

What you'll learn

Skills you'll gain

Category: Serverless Computing
Category: Amazon Web Services
Category: Distributed Computing
Category: Data Governance
Category: Big Data
Category: Software Engineering
Category: Extract, Transform, Load
Category: Command-Line Interface
Category: Cloud Computing
Category: Python Programming
Category: NumPy
Category: Data Pipelines
Category: Rust (Programming Language)
Category: Google Cloud Platform
Category: Cloud Technologies
Category: Data Lakes
Category: Cloud-Native Computing
Category: Cloud Storage

What you'll learn

Skills you'll gain

Category: MLOps (Machine Learning Operations)
Category: Computer Vision
Category: Application Programming Interface (API)
Category: Continuous Delivery
Category: Applied Machine Learning
Category: Natural Language Processing
Category: Microsoft Azure
Category: Flask (Web Framework)
Category: Model Deployment
Category: Google Cloud Platform
Category: Artificial Intelligence and Machine Learning (AI/ML)
Category: Cloud Applications
Category: Machine Learning

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Instructor

Noah Gift
Duke University
40 Courses212,262 learners

Offered by

Duke University

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