Free Udemy Course __ Full-Stack AI with Ollama: Llama, Deepseek, Mistral, QwQ

Build AI Apps with Open-Source Models: NLP, Chatbots, Code Generation, Summarization, Automation & More(AI)

4.5 (17,013 students students enrolled) English
data-science Machine Learning
Full-Stack AI with Ollama: Llama, Deepseek, Mistral, QwQ

What You'll 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.
  • Develop AI-Powered Assistants – Build AI chatbots, customer support bots, and personal AI assistants using advanced LLMs.
  • Generate & Debug Code with AI – Utilize CodeLlama to auto-generate code, debug programming errors, and improve software development efficiency.
  • Integrate AI with Web Apps – Learn how to create full-stack applications with a FastAPI backend and interactive web UI, using AI models for real-time processing
  • Automate Business & Productivity Tasks – Implement AI solutions for automated email replies, AI-powered meeting summarization, and resume generation.
  • Work with Real-World Data & APIs – Fetch live data from news APIs, finance APIs, and customer reviews, and analyze them using AI models for insights.
  • Optimize AI Model Performance – Learn techniques for fine-tuning AI prompts, handling API responses, and improving response accuracy.

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.
  • Familiarity with Web Development (Optional) – Some experience with HTML, JavaScript, and FastAPI will help in building AI-powered web apps.
  • This course is structured to guide absolute beginners through AI development, while also providing advanced hands-on projects for experienced developers.
  • If you're new to AI, we’ll cover everything step by step. If you're an experienced developer, you'll gain practical experience in building and deploying real-world AI applications using top AI models from Ollama.

Who This Course is For

  • Students & Self-Learners – Interested in AI but don’t know where to start? This course doesn’t require prior AI experience and will guide you step-by-step in building practical AI applications.
  • Startup Founders & AI Innovators – If you’re looking to build AI-powered products, this course will provide you with hands-on projects to kickstart your AI journey.
  • Data Analysts & Researchers – Want to extract insights from legal documents, news articles, or customer reviews? Learn how to use AI to analyze large text datasets efficiently.
  • Tech Entrepreneurs & Product Managers – Need to develop AI-driven applications for your business? This course will show you how to build AI-powered chatbots, content generators, and automation tools.
  • AI & Machine Learning Enthusiasts – Interested in working with state-of-the-art models like LLaMA 3, Mistral, Mixtral, CodeLlama, and DeepSeek-R1? You’ll get hands-on experience with AI model deployment.
  • Developers & Programmers – Want to integrate AI models into web apps, automation tools, or software projects? This course will teach you how to build full-stack AI applications using Python & FastAPI.

Your Instructor

Jet Drag Academy: School of AI

AI Academy

4.5 Instructor Rating

5,477 Reviews

178,474 Students

76 Courses

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