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 Batangas State University

17,924 already enrolled

Get in-depth knowledge of a subject

from 505 reviews of courses in this program

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

from 505 reviews of courses in this program

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 1, 35 hours

What you'll learn

Skills you'll gain

Category: Continuous Delivery
Category: Infrastructure As A Service (IaaS)
Category: Cloud Computing
Category: Cloud Development
Category: DevOps
Category: Cloud Platforms
Category: Agile Project Management
Category: Continuous Integration
Category: Infrastructure as Code (IaC)
Category: Technical Documentation
Category: Serverless Computing
Category: GitHub
Category: Azure DevOps Pipelines
Category: Agile Software Development
Category: Technical Communication
Category: Cloud Hosting
Category: Cloud Technologies
Category: Cloud Infrastructure
Category: Cloud Services
Category: CI/CD
Cloud Virtualization, Containers and APIs

Cloud Virtualization, Containers and APIs

Course 2, 32 hours

What you'll learn

Skills you'll gain

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

Cloud Data Engineering

Course 3, 41 hours

What you'll learn

Skills you'll gain

Category: Serverless Computing
Category: Distributed Computing
Category: Command-Line Interface
Category: Big Data
Category: Extract, Transform, Load
Category: Software Engineering
Category: Google Cloud Platform
Category: Cloud-Native Computing
Category: Cloud Technologies
Category: Cloud Services
Category: Cloud Solutions
Category: Data Pipelines
Category: Software Engineering Tools
Category: Data Infrastructure
Category: Cloud Development
Category: Engineering Software
Category: Cloud Storage
Category: Software Development
Category: Cloud Engineering
Category: Cloud Computing
Cloud Machine Learning Engineering and MLOps

Cloud Machine Learning Engineering and MLOps

Course 4, 14 hours

What you'll learn

Skills you'll gain

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

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Instructor

Noah Gift
Duke University
40 Courses274,527 learners

Offered by

Duke University

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