Course Includes:
- Price: FREE
- Enrolled: 20757 students
- Language: English
- Certificate: Yes
- Difficulty: Beginner
Coupon verified 07:31 PM (updated every 10 min)
Course Folder
What You'll Learn
- Set up and run Qwen 2.5 on a local machine using Ollama
- Understand how large language models (LLMs) work
- Build AI-powered applications using Python and FastAPI
- Create REST APIs to interact with AI models locally
- Integrate AI models into web apps using React.js
- Optimize and fine-tune AI models for better performance
- Implement local AI solutions without cloud dependencies
- Use Ollama CLI and Python SDK to manage AI models
- Deploy AI applications locally and on cloud platforms
- Explore real-world AI use cases beyond chatbots
Requirements
- Basic Python knowledge (variables
- functions
- and loops) - If you do not have - we will cover basic Python
- Familiarity with APIs (REST APIs
- JSON data handling)
- Basic command-line skills (running scripts
- installing packages)
- A computer with macOS
- Windows
- or Linux (for local AI setup)
- Internet connection (to download Qwen 2.5 and dependencies)
- Optional: Basic knowledge of JavaScript/React (for UI development)
Description
Are you ready to build AI-powered applications locally without relying on cloud-based APIs? This hands-on course will teach you how to develop, optimize, and deploy AI applications using Qwen 2.5 and Ollama, two powerful tools for running large language models (LLMs) on your local machine.
With the rise of open-source AI models, developers now have the opportunity to create intelligent applications that process text, generate content, and automate tasks—all while keeping data private and secure. In this course, you’ll learn how to install, configure, and integrate Qwen 2.5 with Ollama, build FastAPI-based AI backends, and develop real-world AI solutions.
Why Learn Qwen 2.5 and Ollama?
Qwen 2.5 is a powerful large language model (LLM) developed by Alibaba Cloud, optimized for natural language processing (NLP), text generation, reasoning, and code assistance. Unlike traditional cloud-based models like GPT-4, Qwen 2.5 can run locally, making it ideal for privacy-sensitive AI applications.
Ollama is an AI model management tool that allows developers to run and deploy LLMs locally with high efficiency and low latency. With Ollama, you can pull models, run them in your applications, and fine-tune them for specific tasks—all without the need for expensive cloud resources.
This course is practical and hands-on, designed to help you apply AI in real-world projects. Whether you want to build AI-powered chat interfaces, document summarizers, code assistants, or intelligent automation tools, this course will equip you with the necessary skills.
Why Take This Course?
- Hands-on AI development with real-world projects
- No reliance on cloud APIs—keep your AI applications private & secure
- Future-proof skills for working with open-source LLMs
- Fast, efficient AI deployment with Ollama’s local execution
By the end of this course, you'll have AI-powered applications running on your machine, a deep understanding of LLMs, and the skills to develop future AI solutions. Are you ready to start building?
Who this course is for:
- Python developers looking to integrate AI into their projects
- Software engineers who want to build LLM-based applications
- AI/ML beginners eager to learn hands-on AI development
- Full-stack developers wanting to integrate AI with web apps
- Tech entrepreneurs exploring AI-powered solutions
- Students & researchers interested in local AI model execution
Recommended Courses
Mistral AI Development: AI with Mistral, LangChain & Ollama
FREE
Learn AI-powered document search, RAG, FastAPI, ChromaDB, embeddings, vector search, and Streamlit UI (AI)
Enrolled
Full-Stack AI with Ollama: Llama, Deepseek, Mistral, QwQ
FREE
Build AI Apps with Open-Source Models: NLP, Chatbots, Code Generation, Summarization, Automation & More(AI)
Enrolled
From Recipe to Chef: Become an LLM Engineer 100+ Projects
FREE
Master Large Language Models with Zero Code! Learn AI, Prompting & Fine-Tuning Through Fun & Tasty Food Analogies(AI)
Enrolled![[FR] De la Recette au Chef : Devenez Ingénieur en LLM](https://img-c.udemycdn.com/course/750x422/6583077_cd56_2.jpg)
[FR] De la Recette au Chef : Devenez Ingénieur en LLM
FREE
Maîtrisez les LLM sans coder ! Apprenez l’IA avec des analogies culinaires amusantes. (AI)
Enrolled![[FR] Maîtrise de Python : 100 Jours, 100 Projets](https://img-c.udemycdn.com/course/750x422/6598857_b57b.jpg)
[FR] Maîtrise de Python : 100 Jours, 100 Projets
FREE
Apprenez Python avec 100 projets réels en 100 jours, des bases aux compétences avancées avec du code pratique.
Enrolled![[TR] Python Ustalığı: 100 Gün, 100 Proje](https://img-c.udemycdn.com/course/750x422/6600587_2409.jpg)
[TR] Python Ustalığı: 100 Gün, 100 Proje
FREE
100 Günde 100 Gerçek Proje ile Python öğrenin – Temelden ileri seviyeye uygulamalı kodlama ile.
Enrolled![[FR] DeepSeek R1 IA: 25 projets concrets en IA pour débutant](https://img-c.udemycdn.com/course/750x422/6602587_42a3.jpg)
[FR] DeepSeek R1 IA: 25 projets concrets en IA pour débutant
FREE
Développement IA pratique avec DeepSeek : créez 25 projets NLP et automatisation de A à Z
Enrolled![[ES] Ciberseguridad 101: Fundamentos para Principiantes](https://img-c.udemycdn.com/course/750x422/6613559_62db.jpg)
[ES] Ciberseguridad 101: Fundamentos para Principiantes
FREE
Domina lo básico de la ciberseguridad, protege tus datos y practica con herramientas y laboratorios reales
Enrolled
Quantum Computing for Decision Makers: Executive Essentials
FREE
What Every Business Leader Needs to Know About Quantum Computing
EnrolledPrevious Courses
DeepSeek R1 AI: 25 Real World Projects in AI for Beginners
FREE
Hands-On AI Development with DeepSeek: Build 25 Real-World NLP and Automation Projects from Scratch!(AI)
Enrolled
Introducing MLOps: From Model Development to Deployment (AI)
FREE
A Practical Guide to Building, Automating, and Scaling Machine Learning Pipelines with Modern Tools and Best Practices
Enrolled
Create, Publish & Monetize GPTs on ChatGPT
FREE
Create, launch, and optimize GPTs while preparing for agent-first AI
Enrolled
TensorFlow: Basic to Advanced - 100 Projects in 100 Days
FREE
Flexible, Scalable, Open-Source Machine Learning Framework(AI)
Enrolled
Hands-On R Programming: Build Real World Data Projects
FREE
Hands-on learning with R: Analyze, visualize, and interpret real world data like a pro.
Enrolled
Quantum Computing & AI Bootcamp: Build Future AI Systems
FREE
Learn Quantum Computing, Quantum Machine Learning, AI systems, and hybrid AI-Quantum applications using Python & Qiskit
Enrolled
The Complete Python Developer: From Zero to Mastery
FREE
Start coding in Python today and unlock career paths in web development, data science, and software engineering.
Enrolled
Data Analysis for Beginners: Excel, SQL & Real Insights
FREE
Learn Excel, SQL, data cleaning, visualization & build a real project to become a job-ready data analyst
Enrolled
ChatGPT Masterclass: The Complete Guide
FREE
Learn ChatGPT From Scratch and Use It Confidently For Work, Study and Everyday Tasks
Enrolled