Ollama - Mastering Generative AI and Beyond
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Unclaimed ProfileThis comprehensive masterclass on Ollama offers an immersive, hands-on journey into the world of localized Generative AI development. Designed for software engineers, Java developers, and AI enthusiasts, the course demystifies how to harness powerful large language models (LLMs) locally on your own machine. Led by Raghu The Security Expert, learners will explore the seamless integration of Ollama with the Spring Boot framework. You will learn to construct robust Spring REST APIs, orchestrate Gradle builds, and implement advanced features like real-time function calling directly through API endpoints. Beyond development, the curriculum dives into UI management by teaching you how to configure and deploy OpenWebUI, enabling a clean, interactive dashboard to monitor and manage your localized AI models. This setup is highly valuable for developers concerned about data privacy and system latency. By the end of this course, you will possess the practical skills required to build, deploy, and optimize secure, high-performance AI applications, transforming conceptual AI theories into tangible, production-ready enterprise solutions.
About the creator
Raghu The Security Expert
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Raghu is a seasoned technology educator and hands-on professional specializing at the intersection of application security, software quality assurance, and generative AI systems. Known to his students as "The Security Expert," Raghu has spent years helping engineers, QA specialists, and system administrators navigate complex software environments safely. His teaching philosophy is built on practical application: instead of overwhelming learners with theoretical security frameworks, he focuses on real-world deployments, vulnerability scanning, and secure integration of emerging technologies. With the sudden rise of large language models, Raghu transitioned his expertise to securing and optimizing Generative AI tools. His courses, such as those…Show more
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Program Overview
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Learning format
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Price may change · updated within 1–2 weeks
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What You'll Learn
- Build and integrate a Spring Boot REST API with Ollama to interact with Generative AI models.
- Implement real-time function calls to AI models through REST APIs, enabling dynamic AI-driven applications.
- Seamlessly integrate and manage AI models using OpenWebUI for enhanced model performance and usability.
- Apply the skills learned to deploy and optimize AI applications for real-world scenarios, enhancing user experiences.
- Use Gradle to compile and Build Spring Boot Rest API App to interact with AI Models
Best For
- Java and Spring Boot developers looking to integrate local LLMs into enterprise applications.
- Security-conscious engineers who need to run Generative AI models locally for data privacy.
- Software developers interested in building custom AI-powered REST APIs and interactive UI dashboards.
- Engineers seeking to bridge the gap between Java backends and localized Generative AI tools like Ollama.
Not For
- Absolute beginners with no prior knowledge of Java or Spring Boot development.
- Data scientists primarily focused on training or fine-tuning models rather than deploying them.
- Individuals seeking high-level theoretical research on neural network architecture.
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