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Computer Fundamentals Courses

Computer fundamentals courses can help you learn basic hardware and software concepts, operating systems, networking, and cybersecurity principles. You can build skills in troubleshooting, system maintenance, and understanding data management practices. Many courses introduce tools like Windows, Linux, and various programming languages, showing how these skills apply in everyday computing tasks and professional environments.


Popular Computer Fundamentals Courses and Certifications


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    Northeastern University

    Statistical Learning for Engineering Part 1

    Skills you'll gain: Unsupervised Learning, Supervised Learning, Regression Analysis, Applied Machine Learning, Statistical Modeling, Machine Learning Algorithms, PyTorch (Machine Learning Library), Statistical Methods, Statistical Machine Learning, Machine Learning, Predictive Analytics, Predictive Modeling, Statistical Programming, Artificial Intelligence and Machine Learning (AI/ML), Deep Learning, Probability & Statistics, Dimensionality Reduction

    Intermediate · Course · 1 - 3 Months

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    Packt

    Real World DevOps Project with Ansible, Docker and GitLab

    Skills you'll gain: Docker (Software), Ansible, Linux Administration, Containerization, Linux, GitLab, Infrastructure as Code (IaC), Devops Tools, Operating System Administration, CI/CD, DevOps, Continuous Integration, Continuous Deployment, IT Automation, Application Deployment, System Configuration, Infrastructure Security, Virtual Private Networks (VPN), System Monitoring, Network Security

    Intermediate · Course · 1 - 3 Months

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    Northeastern University

    Machine Learning and Data Analytics Part 1

    Skills you'll gain: Exploratory Data Analysis, Data Mining, Dimensionality Reduction, Regression Analysis, Machine Learning Algorithms, Data Analysis, Big Data, Analytics, Feature Engineering, Predictive Modeling, Data Science, Data Processing, Statistical Analysis, Performance Analysis, Case Studies, Applied Machine Learning, Supervised Learning, Classification And Regression Tree (CART), Data Cleansing, Project Implementation

    Intermediate · Course · 1 - 3 Months

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    Whizlabs

    Exam Prep: Google Cloud Certified Cloud Digital Leader

    Skills you'll gain: Data Storage Technologies, Containerization, Cloud Infrastructure, Network Architecture

    Beginner · Course · 1 - 3 Months

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    Coursera

    Data and Machine Learning for Technical Product Managers

    Skills you'll gain: Technical Communication, Technical Product Management, Program Evaluation, Performance Metric, Data Analysis, Agile Methodology, Project Management, Analytics, Stakeholder Communications, Communication, Data-Driven Decision-Making, Machine Learning, Large Language Modeling, R Programming, Data Visualization

    Intermediate · Course · 1 - 4 Weeks

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    Google Cloud

    Understanding Your Google Cloud Costs 日本語版

    Skills you'll gain: Google Cloud Platform, Expense Management, Cost Management, Billing, Dashboard, Billing Systems, Accounting and Finance Software, Google Sheets, Data Visualization, Spreadsheet Software, Resource Management, Identity and Access Management, Data Import/Export, Microservices

    Beginner · Course · 1 - 4 Weeks

  • Status: Free
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    Coursera

    Administration with Cloud Foundry: Scale a Web Application

    Skills you'll gain: Cloud Foundry, Cloud Applications, Cloud Platforms, Command-Line Interface, Platform As A Service (PaaS), User Accounts, Cloud Management, Scalability, Application Deployment, Cloud Computing, Web Design and Development, Network Troubleshooting

    Intermediate · Guided Project · Less Than 2 Hours

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    Coursera

    Dashboard Customization with Jenkins: Track Health Metrics

    Skills you'll gain: CI/CD, Continuous Integration, Jenkins, Continuous Deployment, DevOps, Devops Tools, Build Tools, User Accounts, Configuration Management, Continuous Monitoring, Application Programming Interface (API), Authorization (Computing)

    Intermediate · Guided Project · Less Than 2 Hours

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    Pearson

    Certified Kubernetes Administrator (CKA): Unit 3

    Skills you'll gain: Kubernetes, API Gateway, Network Administration, General Networking, Network Architecture, Network Security, Application Deployment, Containerization, Service Management

    Intermediate · Course · 1 - 4 Weeks

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    LearnQuest

    Managing Information System Security Architecture

    Skills you'll gain: Incident Response, IT Security Architecture, Identity and Access Management, Continuous Monitoring, Network Security, Security Awareness, Information Systems Security, Security Information and Event Management (SIEM), Application Security, Disaster Recovery, Security Controls, Cloud Security, Security Strategy, Threat Detection, Cyber Governance

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Unreal Engine 5 – Create A Zombie Survivor FPS Game

    Skills you'll gain: Unreal Engine, Animation and Game Design, Video Game Development, 3D Assets, Game Design, Artificial Intelligence, User Interface (UI), Debugging, Performance Tuning

    Intermediate · Course · 1 - 3 Months

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    Packt

    RNN Architecture and Sentiment Classification

    Skills you'll gain: PyTorch (Machine Learning Library), Text Mining, Artificial Neural Networks, Natural Language Processing, Deep Learning, Applied Machine Learning, Network Architecture, Time Series Analysis and Forecasting, Machine Learning

    Intermediate · Course · 1 - 4 Weeks

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In summary, here are 10 of our most popular computer fundamentals courses

  • Statistical Learning for Engineering Part 1: Northeastern University
  • Real World DevOps Project with Ansible, Docker and GitLab: Packt
  • Machine Learning and Data Analytics Part 1: Northeastern University
  • Exam Prep: Google Cloud Certified Cloud Digital Leader: Whizlabs
  • Data and Machine Learning for Technical Product Managers: Coursera
  • Understanding Your Google Cloud Costs 日本語版: Google Cloud
  • Administration with Cloud Foundry: Scale a Web Application: Coursera
  • Dashboard Customization with Jenkins: Track Health Metrics: Coursera
  • Certified Kubernetes Administrator (CKA): Unit 3: Pearson
  • Managing Information System Security Architecture: LearnQuest

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