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Cloud Computing Applications Courses

Cloud computing applications courses can help you learn cloud architecture, deployment models, data management, and security best practices. You can build skills in optimizing cloud resources, managing virtual environments, and implementing cloud-based solutions for various business needs. Many courses introduce tools like Amazon Web Services (AWS), Microsoft Azure, and Google Cloud Platform, showing how these platforms support application development, data storage, and scalable computing.


Popular Cloud Computing Applications Courses and Certifications


  • Status: Free
    Free
    A

    Amazon Web Services

    Deploying Applications with AWS Elastic Beanstalk

    Skills you'll gain: Application Deployment, Cloud Deployment, Amazon Web Services, Application Performance Management, Cloud Applications, Cloud Management, Cloud Hosting, Platform As A Service (PaaS), System Monitoring

    2.7
    Rating, 2.7 out of 5 stars
    ·
    7 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    E

    Edureka

    Generative AI Automation Tools and Applications

    Skills you'll gain: Generative AI Agents, AI Orchestration, AI Workflows, Business Process Automation, Make.com, Automation, Agentic systems, Generative AI, LangChain, Agentic Workflows, Marketing Automation, LLM Application, AI Integrations, AI Security, Cloud Solutions, Prompt Engineering, Slack (Software), Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Google Sheets

    4.1
    Rating, 4.1 out of 5 stars
    ·
    12 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Non-Equilibrium Applications of Statistical Thermodynamics

    Skills you'll gain: Chemical Engineering, Chemistry, Thermal Management, Mechanical Engineering, Process Engineering, Analytical Chemistry, Engineering Calculations, Numerical Analysis, Differential Equations, Physics, Applied Mathematics, Simulation and Simulation Software, Energy and Utilities

    4.4
    Rating, 4.4 out of 5 stars
    ·
    83 reviews

    Advanced · Course · 1 - 4 Weeks

  • C

    Coursera

    Interpretable machine learning applications: Part 3

    Skills you'll gain: Artificial Neural Networks, Tensorflow, Keras (Neural Network Library), Data-Driven Decision-Making, Applied Machine Learning, Machine Learning Software, Deep Learning, Machine Learning, Feature Engineering, Risking, Model Evaluation, Mortgage Loans, Consumer Lending

    4.5
    Rating, 4.5 out of 5 stars
    ·
    28 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • Status: New
    New
    Status: Free Trial
    Free Trial
    S

    SAS

    Analytics Applications Across the Data & AI Lifecycle

    Skills you'll gain: Predictive Modeling, SAS (Software), Predictive Analytics, Decision Intelligence, Responsible AI, Analytics, Data Analysis, Business Analytics, Data-Driven Decision-Making, Team Oriented, Exploratory Data Analysis, Data Management, Data Visualization Software, Dataflow, Metadata Management, Microsoft Excel

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    P

    Packt

    Learn C# by Building Applications

    Skills you'll gain: C# (Programming Language), Object Oriented Programming (OOP), Object Oriented Design, Web Scraping, Programming Principles, Microsoft Visual Studio, Computer Programming, Data Structures, Software Design Patterns, File I/O, Application Development, Code Reusability, Integrated Development Environments, Microsoft Development Tools, Software Installation, Computational Logic, Algorithms, Hypertext Markup Language (HTML), Unit Testing

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    J

    Johns Hopkins University

    Applied Machine Learning: Techniques and Applications

    Skills you'll gain: Computer Vision, Model Evaluation, Supervised Learning, Image Analysis, Data Preprocessing, Applied Machine Learning, Machine Learning Methods, Feature Engineering, Machine Learning Algorithms, Data Processing, Model Training, Model Optimization, Machine Learning, Data Cleansing, Scikit Learn (Machine Learning Library), Machine Learning Software, Data Integration, Data Transformation, Classification Algorithms, Dimensionality Reduction

    3.7
    Rating, 3.7 out of 5 stars
    ·
    12 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    C

    Coursera

    Testing and Refining LLM Applications

    Skills you'll gain: MLOps (Machine Learning Operations), LLM Application, AI Security, Test Automation, Test Script Development, Test Driven Development (TDD), Unit Testing, CI/CD, Continuous Integration, Software Testing, Testability, Large Language Modeling, Model Deployment, Test Case, Responsible AI, Security Testing, AI Workflows, Python Programming, Statistical Analysis, SQL

    Intermediate · Course · 1 - 3 Months

  • G

    Google Cloud

    Working with Cloud Dataprep on Google Cloud

    Skills you'll gain: Data Cleansing, Data Wrangling, Data Integration, Data Transformation, Data Processing, Data Manipulation, Data Preprocessing, Google Cloud Platform, Self Service Technologies

    Beginner · Project · Less Than 2 Hours

  • Status: Preview
    Preview
    U

    University of Colorado Boulder

    Deep Learning Applications for Computer Vision

    Skills you'll gain: Computer Vision, Convolutional Neural Networks, Image Analysis, Tensorflow, Deep Learning, Artificial Neural Networks, Machine Learning Methods, Model Training, Model Optimization, Applied Machine Learning, Fine-tuning, Feature Engineering, Machine Learning, Model Evaluation, Classification Algorithms

    Build toward a degree

    4.7
    Rating, 4.7 out of 5 stars
    ·
    88 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: New
    New
    G

    Google Cloud

    AI Infrastructure: Cloud GPU

    Skills you'll gain: Google Cloud Platform, Cloud Infrastructure, Hardware Architecture, Model Optimization, Microarchitecture, Model Training, Performance Tuning, AI Workflows, Computer Architecture, Artificial Intelligence, Computing Platforms, Cloud Deployment

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free
    Free
    D

    DeepLearning.AI

    Preprocessing Unstructured Data for LLM Applications

    Skills you'll gain: Retrieval-Augmented Generation, Unstructured Data, LLM Application, Large Language Modeling, Data Preprocessing, Metadata Management, Data Processing, JSON, Image Analysis, Data Transformation, Document Management, Vision Transformer (ViT)

    4.3
    Rating, 4.3 out of 5 stars
    ·
    15 reviews

    Beginner · Project · Less Than 2 Hours

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In summary, here are 10 of our most popular cloud computing applications courses

  • Deploying Applications with AWS Elastic Beanstalk: Amazon Web Services
  • Generative AI Automation Tools and Applications: Edureka
  • Non-Equilibrium Applications of Statistical Thermodynamics: University of Colorado Boulder
  • Interpretable machine learning applications: Part 3: Coursera
  • Analytics Applications Across the Data & AI Lifecycle: SAS
  • Learn C# by Building Applications: Packt
  • Applied Machine Learning: Techniques and Applications: Johns Hopkins University
  • Testing and Refining LLM Applications: Coursera
  • Working with Cloud Dataprep on Google Cloud: Google Cloud
  • Deep Learning Applications for Computer Vision: University of Colorado Boulder

Skills you can learn in Cloud Computing

Google (31)
Google Cloud Platform (30)
Kubernetes (12)
Application Programming Interfaces (10)
Microservices (7)
Internet Of Things (6)
Cloud Computing Security (5)
Linux (4)
Statistical Classification (4)
Web (4)
Cybersecurity (3)
Cryptography (3)

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