Full-Stack AI with Ollama: Llama, Deepseek, Mistral, QwQ

Build AI Apps with Open-Source Models: NLP, Chatbots, Code Generation, Summarization, Automation & More(AI)
4.55 (87 reviews)
Udemy
platform
English
language
Data Science
category
instructor
Full-Stack AI with Ollama: Llama, Deepseek, Mistral, QwQ
15 033
students
4 hours
content
Mar 2025
last update
$34.99
regular price

Why take this course?

🚀 Full-Stack AI with Ollama: Llama, DeepSeek, Mistral, Phi-2 🚀

Master the Art of AI Development with Real-World Projects!

💪 What You'll Learn:
This course is your comprehensive guide to building and deploying full-stack AI applications using open-source models. It cater to all levels — from beginners curious about AI to seasoned developers looking to expand their toolkit with state-of-the-art AI technologies. 🌍

🧠 Key Components & Skills:

  • Master Ollama for installing and running powerful AI models on your local machine, avoiding costly cloud-based APIs. 💻
  • Explore a range of leading open-source models including LLaMA 3, DeepSeek, Mistral, Mixtral, Phi-2, CodeLlama, and more. 🧠
  • Dive into NLP, text generation, code completion, debugging, document analysis, sentiment analysis, and AI automation with practical projects. ✅

🔥 Hands-On Projects:

  • Develop an AI news summarizer. 📰
  • Create an AI-powered proofreading tool for writers. ✍️
  • Build a customer support chatbot to enhance user experience. 🗣️
  • Implement an intelligent business automation assistant. 🚀
  • Fetch and process real-time data using APIs, such as creating a real-time financial report analyzer or an AI job application screener for recruiting. 💼

🛠️ Technologies & Tools:
This course will equip you with expertise in:

  • Full-stack development skills with FastAPI, Python, and REST APIs. 🐍
  • Fine-tuning AI prompts to get the best from large language models. 🎯
  • Deploying AI-powered applications efficiently with a focus on optimizing performance. 🔧
  • Building AI tools for code generation, debugging, and more using CodeLlama. 💡

📈 Why this Course?

  • Practical: Designed to give you hands-on experience with the latest in AI. 🛠️
  • Comprehensive: Cover everything from NLP to full-stack AI integration. 📖
  • Cutting-Edge: Utilize top-performing models from Ollama. 🚀
  • Versatile: Suitable for developers, data scientists, entrepreneurs, researchers, and enthusiasts alike. 👥

👉 Who is this course for?
If you're a developer, data scientist, entrepreneur, researcher, or an AI lover who wants to:

  • Implement AI models effectively in your projects. ✅
  • Bridge the gap between AI research and practical application. 🔧
  • Build and deploy intelligent solutions across various domains. 🌍

🎉 Take Your AI Skills Global!
This course is your bridge from AI curiosity to AI implementation with real-world projects that you can showcase in your portfolio or professional pursuits. Join now and be a part of building the future of AI technologies! 🌟

Ready to dive into the world of Full-Stack AI? 🤖 Enroll now and let's build something extraordinary together with Ollama, Llama, DeepSeek, Mistral, Phi-2, and more. Don't just learn — transform with every assignment! 🚀💪✨

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6465823
udemy ID
14/02/2025
course created date
18/02/2025
course indexed date
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