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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


  • C

    Coursera

    Solving ML Regression Problems with AWS AutoGluon

    Skills you'll gain: AWS SageMaker, Model Evaluation, Applied Machine Learning, Model Training, Predictive Modeling, Machine Learning Software, Machine Learning, Machine Learning Methods, Machine Learning Algorithms, Amazon Web Services, Model Optimization, Regression Analysis, Data Analysis

    Beginner · Guided Project · Less Than 2 Hours

  • G

    Google Cloud

    Responsible AI for Developers: Interpretability & Transparency - 日本語版

    Skills you'll gain: Responsible AI, Data Ethics, AI literacy, Artificial Intelligence, Model Evaluation, Machine Learning Software, Data Integrity, Machine Learning

    Intermediate · Course · 1 - 4 Weeks

  • P

    Packt

    Master Svelte Framework - The Complete Course

    Skills you'll gain: Frontend Integration, Web Development Tools, Authorization (Computing), Event-Driven Programming, Code Reusability

    Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    Backend Web Development with Go: Build an E-Manual Server

    Skills you'll gain: Secure Coding, Web Servers, Server Side, Hypertext Markup Language (HTML), Go (Programming Language), Web Applications, Web Development, Back-End Web Development

    Intermediate · Guided Project · Less Than 2 Hours

  • U

    University of Maryland, College Park

    Digital Marketing Tools: Machine Learning and AI

    Skills you'll gain: Model Evaluation, Apache Hadoop, Machine Learning Methods, AI Personalization, Digital Marketing Tools, Data-Driven Marketing, Customer Analysis, Marketing Automation, Marketing Analytics, Digital Marketing, Marketing Strategies, Applied Machine Learning, Big Data, Marketing, Customer Insights, Personalized Campaigns, Machine Learning, Artificial Neural Networks, Machine Learning Algorithms, Deep Learning

    Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • P

    Packt

    SQL Server Course for Beginners with 100+ examples

    Skills you'll gain: Query Languages, Database Software, Databases

    Beginner · Course · 1 - 3 Months

  • U

    University of California, Santa Cruz

    AI Agent Architecture with the Model Context Protocol

    Skills you'll gain: Retrieval-Augmented Generation, Model Context Protocol, Generative AI Agents, AI Integrations, Agentic systems, Context Engineering, Agentic Workflows, Application Deployment, Token Optimization, Tool Calling, LLM Application, Context Management, Enterprise Architecture, Responsible AI, Model Evaluation, Large Language Modeling, Memory Management, Routing Protocols

    Beginner · Course · 1 - 3 Months

    Category: New
    New
    Category: Preview
    Preview
  • U

    Universitat Politècnica de València

    Introducción a SQL y bases de datos relacionales

    Skills you'll gain: SQL, Database Management Systems, Relational Databases, Database Management, Databases, Database Theory, Query Languages, Data Integrity, Secure Coding, Data Manipulation

    3.1 stars, 9 reviews, Beginner, Course, 1 - 3 Months

    ★ 3.1 (9) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • W

    Whizlabs

    Azure ML: Designing and Preparing Machine Learning Solutions

    Skills you'll gain: Model Deployment, Machine Learning Algorithms, Machine Learning Methods, Data Management, Model Training, Data Import/Export, Data Pipelines, Development Environment, Statistical Modeling

    Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • C

    Coursera

    Machine/Deep Learning for Mining Quality Prediction-Enhanced

    Skills you'll gain: Exploratory Data Analysis, Model Training, Model Evaluation, Data Preprocessing, Regression Analysis, Predictive Modeling, Machine Learning Methods, Applied Machine Learning, Data Analysis, Plot (Graphics), Machine Learning, Data Visualization, Decision Tree Learning, Predictive Analytics, Machine Learning Algorithms, Data Visualization Software, Artificial Neural Networks, Deep Learning, Statistical Methods, Python Programming

    4.9 stars, 7 reviews, Beginner, Guided Project, Less Than 2 Hours

    ★ 4.9 (7) · Beginner · Guided Project · Less Than 2 Hours

  • P

    Packt

    Introduction and Rust Basics

    Skills you'll gain: Rust (Programming Language), OpenAI API, Generative AI Agents, Package and Software Management, Memory Management, Development Environment, LLM Application, Large Language Modeling, Unit Testing, Agentic systems, Software Documentation, Software Installation

    Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • G

    Google Cloud

    BigQuery ML を推論に使用する

    Skills you'll gain: Big Data, Analytics, Data Analysis, Model Training, Applied Machine Learning, Model Deployment, MLOps (Machine Learning Operations), Machine Learning, Predictive Modeling

    Beginner · Course · 1 - 4 Weeks

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

  • Solving ML Regression Problems with AWS AutoGluon: Coursera
  • Responsible AI for Developers: Interpretability & Transparency - 日本語版: Google Cloud
  • Master Svelte Framework - The Complete Course: Packt
  • Backend Web Development with Go: Build an E-Manual Server: Coursera
  • Digital Marketing Tools: Machine Learning and AI: University of Maryland, College Park
  • SQL Server Course for Beginners with 100+ examples: Packt
  • AI Agent Architecture with the Model Context Protocol: University of California, Santa Cruz
  • Introducción a SQL y bases de datos relacionales: Universitat Politècnica de València
  • Azure ML: Designing and Preparing Machine Learning Solutions: Whizlabs
  • Machine/Deep Learning for Mining Quality Prediction-Enhanced: Coursera

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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