Build Real-World AI Applications with Full-Stack Techniques

Embark on an engaging journey into the world of artificial intelligence with the course “Full-Stack AI met Ollama: Llama, DeepSeek, Mistral, QwQ.” This immersive course caters to everyone from absolute beginners to seasoned developers and focuses on practical, hands-on projects that empower you to build and deploy real AI applications using leading open-source AI models.

Throughout the course, you will learn to install and configure Ollama to run powerful AI models locally, minimizing reliance on expensive cloud APIs. Delve into advanced tools like LLaMA 3, DeepSeek, and Mistral, and enhance your skills in natural language processing (NLP), text generation, and AI-driven automation tools. Projects include creating an AI-powered news summarizer, customer service chatbots, and intelligent business automation assistants, providing you with valuable experience in using Python, FastAPI, and REST APIs.

By the end of this course, you will have developed multiple AI projects that incorporate text analysis, chatbot development, and large-language model integration. Whether you aspire to be a developer, data scientist, entrepreneur, or AI enthusiast, this course arms you with the practical skills to confidently implement AI models in production-ready applications. Are you ready to elevate your AI development skills? Join us and start creating innovative AI applications today!

What you will learn:

  • Install and run AI models locally with Ollama.
  • Create AI apps using LLaMA 3, Mistral, CodeLlama, Mixtral, and DeepSeek-R1.
  • Perform NLP tasks: summarization, generation, correction, and extraction.

Course Content:

  • Sections: 3
  • Lectures: 17
  • Duration: 4h 26m

Requirements:

  • Basic knowledge of programming – Some experience with Python is helpful but not required. We guide you step-by-step through coding.
  • Basic understanding of AI and Machine Learning – No in-depth ML knowledge needed, but knowing how AI models work is beneficial.

Who is it for?

  • Students & Self-learners – Interested in AI but unsure where to start? This course requires no experience and guides you step-by-step.
  • Startup founders & AI innovators – Want to build AI-driven products? This course provides practical projects to kickstart your AI journey.
  • Data analysts & Researchers – Need insights from legal documents or customer reviews? Learn to analyze large text datasets with AI.
  • Tech entrepreneurs & Product managers – Need AI apps for your business? Learn to build chatbots, content generators, and automation tools.
  • AI & Machine Learning Enthusiasts – Work with models like LLaMA 3, Mistral, Mixtral, CodeLlama, and DeepSeek-R1. Gain hands-on experience with model deployment.
  • Developers & Programmers – Want to integrate AI into your web apps or tools? Learn to build full-stack AI applications with Python and FastAPI.

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