AI, DevOps, Cloud & Software Engineering Tutorials
Learn Artificial Intelligence, Machine Learning, Python, Java, Git, GitHub, Docker, Terraform, DevOps, Cloud Computing, SRE, CI/CD, Spring Boot, Prometheus and Grafana through practical tutorials and complete learning paths.
Learn Modern Technology Skills Step by Step
The technology industry is changing rapidly. Artificial Intelligence, cloud computing, DevOps, automation and modern software engineering are becoming increasingly connected.
This learning hub brings together practical tutorials covering AI engineering, Machine Learning, Python, Java, Git and GitHub, microservices, CI/CD, SRE, Linux, Docker, Terraform, Spring AI, Prometheus and Grafana.
Use the tutorials below to build your fundamentals, understand modern engineering practices and create practical projects that can strengthen your technology portfolio.
AI & Machine Learning Tutorials
Explore Artificial Intelligence, Machine Learning, AI engineering, prompt engineering, AI applications, agentic AI and practical projects.
What Is NumPy & Why Is It Essential for AI/ML?
Learn NumPy fundamentals and understand why this important Python library is widely used in numerical computing, data science, Artificial Intelligence and Machine Learning.
▶ Watch on YouTubeThe AI Engineer Roadmap Nobody Told You
Discover a structured AI Engineer learning roadmap for 2026 and understand how programming, Machine Learning, AI systems and modern AI tools fit together.
▶ Watch on YouTubeAI Job-Ready in Just 12 Weeks
Explore a practical AI career roadmap covering the skills, learning sequence and project mindset needed to prepare for modern AI opportunities.
▶ Watch on YouTubeCan Spring Boot Build Agentic AI?
Explore Spring AI, Qwen and tool calling and see how Java and Spring Boot can be used to build modern agentic AI applications.
▶ Watch on YouTubeAI Can Automate Every SDLC Phase
Learn how AI can support different stages of the Software Development Life Cycle, from development and testing to deployment and engineering workflows.
▶ Watch on YouTubeAI Product Recommendation System
Explore an Amazon-style AI product recommendation system using Gemini AI and a practical project-based approach.
▶ Watch ProjectEnd-to-End Email Spam Classifier Project
Learn how an email spam classifier can be trained, built and deployed using Python and Machine Learning concepts.
▶ Watch ProjectBuild & Deploy a Gemini AI App with Colab & Gradio
Follow a practical workflow for building and deploying a Gemini AI application using Google Colab and Gradio.
▶ Watch TutorialAI Prompt Types for Better Results
Explore useful AI prompting approaches and learn how different prompt strategies can improve interactions with AI systems.
▶ Watch TutorialTop 5 AI Ethics Issues You Need to Know
Understand important AI ethics topics including responsible AI, bias, privacy, safety and the broader impact of AI systems.
▶ Watch TutorialThe Most In-Demand AI Role: Forward Deployed Engineer
Learn about the Forward Deployed Engineer role, responsibilities, required skills and its connection to modern AI products.
▶ Watch TutorialSoftware Engineering & Architecture
Learn essential software engineering concepts including version control, GitHub, microservices and modern application architecture.
Git & GitHub for Beginners | Version Control Explained
Learn Git and GitHub fundamentals, repositories, version control, collaboration and essential workflows used by modern developers.
▶ Watch TutorialMicroservices Explained: Why Modern Apps Use Them
Understand microservices architecture, monolithic applications, scalability and distributed application design.
▶ Watch TutorialDevOps, Cloud & Automation Tutorials
Build practical DevOps knowledge with tutorials covering CI/CD, Linux, databases, cloud migration, Ansible and infrastructure automation.
CI/CD Explained: How One Command Reaches Millions
Understand Continuous Integration and Continuous Deployment and how automated pipelines help teams deliver software faster.
▶ Watch TutorialWhy Linux Basics Won't Get You Hired
Explore enterprise Linux and infrastructure skills that go beyond basic commands and are useful for modern engineering roles.
▶ Watch TutorialLiquibase Tutorial for Beginners
Learn database version control and understand how Liquibase can help teams manage database changes across development environments.
▶ Watch TutorialReplatform Explained: Cloud Migration Strategy
Understand replatforming and the differences between lift, tinker and shift approaches to cloud migration.
▶ Watch TutorialLearn AWX / Ansible Tower in 20 Minutes
Get started with AWX and Ansible Tower concepts and learn how automation controllers can simplify infrastructure automation.
▶ Watch TutorialSRE, Monitoring, Prometheus & Grafana
Learn Site Reliability Engineering fundamentals, service-level objectives, error budgets, monitoring, metrics and dashboards.
SRE Tutorial for Beginners: SLI, SLO & Error Budgets
Learn the fundamentals of Site Reliability Engineering, including SLIs, SLOs, error budgets, Prometheus and Grafana.
▶ Watch TutorialEasy Grafana Installation on Windows
Follow a beginner-friendly step-by-step tutorial to install Grafana on Windows and start building monitoring dashboards.
▶ Watch TutorialHow to Install Prometheus on Windows
Learn how to install Prometheus on Windows and get started with metrics collection and infrastructure monitoring.
▶ Watch Tutorial🧭 AI & Software Engineering Learning Roadmap
Don't try to learn every technology simultaneously. A structured sequence can make your learning journey easier to manage.
Technology Skills Covered
Use this page as a technology learning map and choose the areas most relevant to your career goals.
Complete Programming & DevOps Courses
If you prefer learning through a structured playlist, start with one of these complete courses and progress from fundamentals to practical development.
🐍 Python Full Course
Build your Python programming foundation and prepare for software development, automation, data science and AI.
View Python Playlist →☕ Java Full Course
Learn Java fundamentals and build knowledge useful for backend and enterprise software development.
View Java Playlist →🐳 Docker Full Course
Learn containerization and Docker concepts for modern application development and DevOps.
View Docker Playlist →🏗️ Terraform Full Course
Learn Infrastructure as Code and Terraform for cloud infrastructure automation.
View Terraform Playlist →📊 Prometheus & Grafana
Learn monitoring, metrics, dashboards and observability with Prometheus and Grafana.
View Monitoring Playlist →🚀 Ready to Build Your AI & Technology Career?
The modern technology industry is changing rapidly. Artificial Intelligence, Generative AI, Cloud Computing, DevOps, Software Engineering and Automation are creating new opportunities for developers and technology professionals.
Learn the fundamentals, build real-world projects, understand enterprise technologies and develop the practical skills needed to become job-ready in today's technology industry.
Learn the Fundamentals → Build Projects → Master Tools → Understand Enterprise Technology → Become Job-Ready
🧭 Your Modern Technology Learning Path
Build your skills step by step instead of trying to learn everything at once. Focus on fundamentals first and then progress toward advanced AI, cloud and enterprise technologies.
❓ Frequently Asked Questions
Start with programming fundamentals, especially Python, followed by mathematics and data fundamentals. Then learn NumPy, machine learning, Generative AI, large language models and practical AI application development.
Yes. Python is widely used for AI and machine learning because of its large ecosystem of libraries and frameworks, including NumPy, pandas, scikit-learn, PyTorch and many Generative AI tools.
Cloud and DevOps skills can be valuable for developers who want to build, deploy and operate modern applications. Docker, CI/CD, infrastructure as code, monitoring and cloud platforms are common technologies in modern software environments.
A strong learning path can include programming, Git and GitHub, Linux, databases, APIs, cloud computing, Docker, CI/CD, infrastructure as code, observability, microservices and Artificial Intelligence.
Eduarn provides technology learning resources and training covering Artificial Intelligence, software development, cloud, DevOps and other modern enterprise technology skills.
Eduarn — Learn AI, Software Development, Cloud, DevOps and Modern Technology Skills.
Learn continuously. Build practically. Grow professionally. 🚀
Demonstrate a logical progression from programming
ReplyDeletefundamentals → DevOps/Cloud → AI → Enterprise Skills.