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

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16,108 already enrolled

Get in-depth knowledge of a subject
4.4

(293 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

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

What you'll learn

Skills you'll gain

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

Cloud Data Engineering

Course 341 hours

What you'll learn

Skills you'll gain

Category: Serverless Computing
Category: Command-Line Interface
Category: Software Engineering
Category: Big Data
Category: Distributed Computing
Category: Extract, Transform, Load
Category: Amazon S3
Category: Data Governance
Category: Continuous Integration
Category: Cloud Technologies
Category: Data Pipelines
Category: Python Programming
Category: Rust (Programming Language)
Category: Cloud Computing
Category: Google Cloud Platform
Category: NumPy

What you'll learn

Skills you'll gain

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

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Instructor

Noah Gift
Duke University
40 Courses192,053 learners

Offered by

Duke University

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