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Full-Stack AI with Ollama: Llama, Deepseek, Mistral, Phi-2..
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Full-Stack AI with Ollama: Llama, Deepseek, Mistral, Phi-2..

Udemy Instructor
0(9.8K students)
Self-paced
All Levels

About this course

Full-Stack AI with Ollama: Llama, DeepSeek, Mistral, Phi-2 is the ultimate hands-on AI development course that teaches you how to build and deploy real-world AI applications using the latest open-source AI models. Whether you're a beginner exploring artificial intelligence or an experienced developer, this course will provide you with practical projects to integrate large language models (LLMs) into web applications, automation tools, and advanced AI-driven solutions. Throughout this course, you will learn how to install, configure, and use Ollama to run powerful AI models locally without relying on expensive cloud-based APIs.

You’ll work with LLaMA 3, DeepSeek, Mistral, Mixtral, Phi-2, and CodeLlama, gaining expertise in natural language processing (NLP), text generation, code completion, debugging, document analysis, sentiment analysis, and AI-driven automation. The course is packed with real-world AI projects, including building AI-powered chatbots, content generators, text summarizers, resume builders, AI legal assistants, and automated API testers. You will develop an AI news summarizer, create an AI-powered proofreading tool, build a customer support chatbot, and implement an intelligent assistant for business automation.

Each project provides hands-on experience with FastAPI, Python, Ollama, and REST APIs, ensuring you gain full-stack development skills in AI integration. You will learn how to fine-tune AI prompts, optimize large language models, and deploy AI-powered applications efficiently. The course covers text generation, AI-assisted writing, document extraction, SQL query generation, sentiment analysis, and multi-turn chatbot interactions.

You’ll also master building AI-powered tools for code generation, debugging, and software development, leveraging CodeLlama for auto-completion and debugging assistance. This course also teaches you how to fetch and process real-time data using APIs, making it ideal for those looking to build AI-driven applications that analyze real-time information. You’ll create a real-time news summarizer, an AI-powered financial report analyzer, and an AI job application screener to automate recruiting.

By the end of this course, you will have built AI-powered projects, covering full-stack AI development, text processing, natural language understanding, chatbot development, AI automation, and LLM-based applications. You will be confident in deploying AI models, integrating them into production-ready applications, and leveraging state-of-the-art AI technologies to build intelligent solutions. Whether you are a developer, data scientist, entrepreneur, researcher, or AI enthusiast, this course will provide you with the skills to implement AI models effectively.

You will gain hands-on expertise in building AI-powered web applications, integrating NLP models, and automating tasks with AI-driven tools. This course is perfect for those who want to bridge the gap between AI research and practical implementation by working with top-performing models from Ollama. If you are ready to take your AI development skills to the next level and build cutting-edge AI-powered applications, then this is the perfect course for you!

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Level: All Levels

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Duration: Self-paced

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  • 📱Mobile & desktop access
  • 🎓Certificate of completion
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