Duke University
Building Cloud Computing Solutions at Scale Specialization
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

Access provided by Duke Alumni

15,252 already enrolled

Get in-depth knowledge of a subject
4.4

(285 reviews)

Intermediate level

Recommended experience

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

(285 reviews)

Intermediate level

Recommended experience

6 months
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

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
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Specialization - 4 course series

Cloud Computing Foundations

Course 134 hours4.5 (268 ratings)

What you'll learn

Skills you'll gain

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

Cloud Virtualization, Containers and APIs

Course 231 hours4.4 (125 ratings)

What you'll learn

Skills you'll gain

Category: DevOps
Category: Kubernetes
Category: Continuous Delivery
Category: Microservices
Category: Docker (Software)
Category: Serverless Computing
Category: Flask (Web Framework)
Category: Containerization
Category: Amazon Web Services
Category: Python Programming
Category: Cloud-Native Computing
Category: Virtual Machines
Category: Performance Testing
Category: Cloud Platforms
Category: System Monitoring
Category: Cloud Computing
Category: Application Deployment

Cloud Data Engineering

Course 340 hours4.1 (81 ratings)

What you'll learn

Skills you'll gain

Category: Serverless Computing
Category: Command-Line Interface
Category: Extract, Transform, Load
Category: Big Data
Category: Software Engineering
Category: Data Governance
Category: Distributed Computing
Category: Cloud Computing
Category: Amazon Web Services
Category: Python Programming
Category: Data Pipelines
Category: Data Processing
Category: Continuous Integration
Category: Software Development
Category: Cloud Storage
Category: Cloud-Native Computing
Category: Unix Commands
Category: Google Cloud Platform
Category: NumPy

Cloud Machine Learning Engineering and MLOps

Course 413 hours4.5 (79 ratings)

What you'll learn

Skills you'll gain

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

Instructor

Noah Gift
Duke University
40 Courses165,988 learners

Offered by

Duke University

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