Learn AI,
course by course.
Structured lessons on Generative AI, ML fundamentals, AI agents, and cloud AI on Azure, AWS, GCP — plus Spring AI for Java developers.
92+
Lessons
7
Courses
40
Chapters
Cloud
Platforms
Popular Lessons
AI Agent Safety and Alignment
Ensuring AI agents behave safely and align with human values is crucial for responsible deployment.
What are AI Agents?
AI agents are autonomous systems that can perceive their environment, make decisions, and take actions to achieve specific goals.
Autonomous Vehicles and Robotics
Autonomous vehicles represent one of the most visible applications of AI agents in the physical world.
Agent Coordination and Cooperation
Multi-agent systems require sophisticated coordination mechanisms to achieve collective goals.
Reinforcement Learning for Agents
Reinforcement learning enables agents to learn optimal behaviors through trial and error.
Introduction to AWS AI
Amazon Web Services offers a comprehensive suite of AI and machine learning services that cater to developers, data scientists, and businesses of all si...
Getting Started with SageMaker
Amazon SageMaker is a fully managed service that enables data scientists and developers to build, train, and deploy machine learning models quickly.
AWS AI Integration Patterns
Effective integration of AWS AI services requires understanding common patterns and architectural approaches.
Learning track
Generative AI
Learn about the fundamentals of Generative AI, including text generation, image generation, and other creative AI applications.
Introduction to Generative AI
Understand the basics of Generative AI and its applications in modern technology.
2 tutorialsText Generation with AI
Explore the capabilities and applications of AI text generation models.
3 tutorialsAI Image Generation
Learn about AI-powered image generation, editing, and manipulation techniques.
4 tutorialsAI Audio Generation
Explore AI-powered audio generation, including music, speech, and sound effects.
3 tutorialsAI Code Generation
Learn about AI-powered code generation, completion, and programming assistance.
2 tutorialsEthical Considerations in Generative AI
Understand the ethical implications, challenges, and responsible use of generative AI technologies.
2 tutorialsLearning track
AI and Machine Learning
Master the fundamentals of Artificial Intelligence and Machine Learning, from basic concepts to advanced algorithms.
Machine Learning Fundamentals
Learn the core concepts and principles of machine learning.
2 tutorialsSupervised Learning
Explore supervised learning algorithms and their applications.
3 tutorialsUnsupervised Learning
Learn about unsupervised learning techniques for discovering patterns in data.
2 tutorialsDeep Learning Fundamentals
Explore deep learning concepts and neural network architectures.
2 tutorialsModel Evaluation and Validation
Learn how to properly evaluate and validate machine learning models.
2 tutorialsFeature Engineering and Selection
Master the art of creating and selecting effective features for machine learning models.
2 tutorialsLearning track
AI Agents and Autonomous Systems
Explore the world of AI agents, autonomous systems, and intelligent automation technologies.
AI Agent Fundamentals
Understand the basic concepts and principles of AI agents and autonomous systems.
2 tutorialsAutonomous Systems
Learn about autonomous systems and their applications in various domains.
2 tutorialsMulti-Agent Systems
Explore systems with multiple interacting AI agents and their coordination strategies.
2 tutorialsConversational AI Agents
Learn about chatbots, virtual assistants, and conversational AI systems.
2 tutorialsLearning and Adaptation in Agents
Explore how AI agents learn, adapt, and improve their performance over time.
2 tutorialsEthics and Safety in AI Agents
Understand the ethical considerations and safety measures for AI agent deployment.
2 tutorialsLearning track
AI on Microsoft Azure
Master AI development using Microsoft Azure's comprehensive suite of machine learning and cognitive services.
Azure AI Fundamentals
Learn the basics of Azure AI services and their applications in modern AI development.
2 tutorialsAzure Cognitive Services
Explore Azure's pre-built AI services for vision, language, speech, and decision-making.
3 tutorialsAzure Machine Learning
Learn to build, train, and deploy machine learning models using Azure ML platform.
3 tutorialsAzure Bot Service
Build intelligent conversational agents using Azure Bot Service and related technologies.
2 tutorialsAzure Cognitive Search
Build intelligent search solutions with AI-powered content understanding and indexing.
2 tutorialsAzure AI Integration and Best Practices
Learn how to integrate Azure AI services effectively and follow best practices for production deployments.
2 tutorialsLearning track
AI on Amazon Web Services
Master AI development using AWS's powerful suite of machine learning services and tools.
AWS AI Fundamentals
Learn the basics of AWS AI services and their applications in modern technology.
2 tutorialsAmazon SageMaker
Deep dive into AWS's fully managed machine learning service.
3 tutorialsAWS AI Services
Explore AWS's pre-trained AI services for common use cases.
3 tutorialsAWS ML Frameworks and Tools
Learn about AWS support for popular ML frameworks and development tools.
2 tutorialsAWS AI Integration and Best Practices
Learn how to integrate AWS AI services effectively and follow best practices.
2 tutorialsLearning track
AI on Google Cloud Platform
Master AI development using Google Cloud's advanced machine learning and AI services.
GCP AI Fundamentals
Learn the basics of Google Cloud AI services and their applications in modern technology.
2 tutorialsVertex AI Platform
Explore Google's unified platform for machine learning model development and deployment.
3 tutorialsGoogle Cloud AI Services
Explore Google's pre-trained AI services for common use cases.
3 tutorialsTensorFlow on Google Cloud
Learn about TensorFlow integration and support on Google Cloud Platform.
2 tutorialsGCP AI Integration and Best Practices
Learn how to integrate GCP AI services effectively and follow best practices.
2 tutorialsLearning track
Spring AI Framework
Learn to build AI-powered applications using the Spring AI framework and its integration with various AI services.
Spring AI Fundamentals
Understand the basics of Spring AI framework and its core concepts.
2 tutorialsAI Provider Integrations
Learn to integrate Spring AI with various AI service providers.
3 tutorialsPrompt Engineering with Spring AI
Master prompt engineering techniques using Spring AI's prompt management features.
2 tutorialsVector Stores and Embeddings
Learn to work with vector stores and embeddings for semantic search and retrieval.
2 tutorialsBuilding AI Applications
Learn to build complete AI-powered applications using Spring AI.
2 tutorialsTesting and Deployment
Learn to test and deploy Spring AI applications effectively.
2 tutorialsNetwork
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