Elevate Your Skills in Full-Stack AI Development

Explore this Free Udemy Course on Full-Stack AI! Enroll now and start building your AI applications.

Dive into the world of artificial intelligence with our comprehensive course, “Full-Stack AI with Ollama: Llama, DeepSeek, Mistral, QwQ.” This hands-on program is designed to teach you how to build and deploy real-world AI applications using the latest open-source models. Whether you’re just starting your journey in AI or you are a seasoned developer, this course integrates practical projects that focus on merging large language models (LLMs) with web applications, automation tools, and innovative AI solutions.

Throughout the course, you will gain in-depth knowledge of how to install, configure, and utilize Ollama to run powerful AI models locally, without the need for costly cloud-based APIs. You will engage with a variety of models including LLaMA 3, DeepSeek, Mistral, and others, while developing essential skills in natural language processing (NLP), content generation, document analysis, and AI automation. This curriculum is packed with hands-on projects such as creating an AI news summarizer, a proofreading tool, and a customer support chatbot — each providing practical experience with FastAPI, Python, and REST APIs, ensuring you become proficient in full-stack AI development.

Additionally, this course covers how to fetch and process real-time data using APIs, allowing you to create dynamic AI-driven applications capable of analyzing current information. Expect to build an AI job application screener, AI financial report analyzer, and a real-time news summarizer that automates your daily tasks. By the end of the course, you’ll have the confidence and expertise required to implement AI models into production-ready applications, bridging the gap between theoretical knowledge and practical execution. Ideal for developers, data scientists, entrepreneurs, and AI enthusiasts, this course will elevate your ability to utilize cutting-edge AI technologies to create smart, efficient solutions.

What you will learn:

  • Understand AI Model Deployment – Learn how to install, set up, and run AI models locally using Ollama.
  • Build AI-Powered Applications: Develop real-world AI applications using top models from Ollama, including LLaMA 3, Mistral, CodeLlama, Mixtral, and DeepSeek-R1.
  • Implement NLP Tasks – Work with AI models to summarize text, generate content, proofread documents, and extract key information from legal and business texts.

Course Content:

  • Sections: 3
  • Lectures: 17
  • Duration: 3h 59m

Requirements:

  • Basic Programming Knowledge – Some familiarity with Python is helpful but not mandatory. We will guide you through the coding process.
  • Basic Understanding of AI & Machine Learning – No deep ML knowledge required, but knowing how AI models work will be beneficial.

Who is it for?

  • Students & Self-Learners
  • Startup Founders & AI Innovators
  • Data Analysts & Researchers
  • Tech Entrepreneurs & Product Managers
  • AI & Machine Learning Enthusiasts
  • Developers & Programmers

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