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
AI Development with Qwen 2.5 & Ollama: Build AI Apps Locally

Course Includes:

  • Price: FREE
  • Enrolled: 21892 students
  • Language: English
  • Certificate: Yes
  • Difficulty: Beginner
Coupon verified 07:00 AM (updated every 10 min)

Recommended Courses

DeepSeek R1 AI: 25 Real World Projects in AI for Beginners
4.57
(192 Rating)
FREE
Category
Development, Data Science,
  • English
  • 29946 Students
DeepSeek R1 AI: 25 Real World Projects in AI for Beginners
4.57
(192 Rating)
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)
4.327273
(641 Rating)
FREE
Category
Development, Data Science,
  • English
  • 29289 Students
Introducing MLOps: From Model Development to Deployment (AI)
4.327273
(641 Rating)
FREE

A Practical Guide to Building, Automating, and Scaling Machine Learning Pipelines with Modern Tools and Best Practices

Enrolled
Certified AI Engineering Masterclass: From Zero to AI Hero
4.5508475
(812 Rating)
FREE
Category
Development, Software Engineering,
  • English
  • 43767 Students
Certified AI Engineering Masterclass: From Zero to AI Hero
4.5508475
(812 Rating)
FREE

Master AI Engineering: Build, Train, and Deploy Scalable AI Solutions with Real-World Projects and Hands-On Learning.(AI

Enrolled
Algorithm Alchemy: Unlocking the Secrets of Machine Learning
4.42
(176 Rating)
FREE
Category
Development, Data Science,
  • English
  • 29483 Students
Algorithm Alchemy: Unlocking the Secrets of Machine Learning
4.42
(176 Rating)
FREE

Master Key Machine Learning Algorithms: From Basics to Real-World Applications(AI)

Enrolled
Mastering Agentic Design Patterns with Hands-on Projects
4.1
(170 Rating)
FREE

Build Smarter Systems with Intelligent Agents - Hands-on AutoGen | IBM Bee | LangGraph | CrewAI | AutoGPT(AI)

Enrolled
Mastering PyTorch - 100 Days: 100 Projects Bootcamp Training
4.37
(118 Rating)
FREE
Category
Development, Data Science,
  • English
  • 30806 Students
Mastering PyTorch - 100 Days: 100 Projects Bootcamp Training
4.37
(118 Rating)
FREE

From Basics to Advanced Deep Learning Training(AI)

Enrolled
AI Mastery Bootcamp 2026: Complete Guide with 1000 Projects
4.5384617
(1206 Rating)
FREE
Category
Development, Data Science,
  • English
  • 51021 Students
AI Mastery Bootcamp 2026: Complete Guide with 1000 Projects
4.5384617
(1206 Rating)
FREE

AI Algorithms, AI Models, AI Agents, Python to 1000 Real-World AI Projects, AI Agents, MCP, Google A2A, more

Enrolled
TensorFlow: Basic to Advanced - 100 Projects in 100 Days
4.49
(223 Rating)
FREE
Category
Development, Data Science,
  • English
  • 40691 Students
TensorFlow: Basic to Advanced - 100 Projects in 100 Days
4.49
(223 Rating)
FREE

Flexible, Scalable, Open-Source Machine Learning Framework(AI)

Enrolled
30 Projects in 30 days of AI Development Bootcamp
4.3
(250 Rating)
FREE
Category
Development, Software Engineering,
  • English
  • 41849 Students
30 Projects in 30 days of AI Development Bootcamp
4.3
(250 Rating)
FREE

Hands-on Mastery in AI Development: From Fundamentals to Real-World Applications(AI)

Enrolled

Previous Courses

Quantum Kitchen: Cooking Up Concepts in Quantum Computing
4.595238
(42 Rating)
FREE
Category
IT & Software, Other IT & Software,
  • English
  • 14005 Students
Quantum Kitchen: Cooking Up Concepts in Quantum Computing
4.595238
(42 Rating)
FREE

A beginner-friendly journey using food analogies to make qubits, gates, and quantum algorithms easy to digest

Enrolled
[ES] Bootcamp de IA Práctica y Certificación en 7 Días
4.32
(113 Rating)
FREE
Category
Development, Data Science,
  • Spanish
  • 18325 Students
[ES] Bootcamp de IA Práctica y Certificación en 7 Días
4.32
(113 Rating)
FREE

De Cero a IA: Guía para Principiantes para Crear y Desplegar Proyectos de IA (AI)

Enrolled
[ES] Dominio de Python: 100 Días, 100 Proyectos
4.62
(146 Rating)
FREE
Category
Development, Programming Languages,
  • Spanish
  • 19304 Students
[ES] Dominio de Python: 100 Días, 100 Proyectos
4.62
(146 Rating)
FREE

Aprende Python con 100 proyectos reales en 100 días, desde lo básico hasta nivel avanzado con práctica diaria

Enrolled
[FR] Maîtrise de Python : 100 Jours, 100 Projets
4.45
(106 Rating)
FREE
Category
Development, Programming Languages,
  • French
  • 9135 Students
[FR] Maîtrise de Python : 100 Jours, 100 Projets
4.45
(106 Rating)
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
4.42
(81 Rating)
FREE
Category
Development, Programming Languages,
  • Turkish
  • 4714 Students
[TR] Python Ustalığı: 100 Gün, 100 Proje
4.42
(81 Rating)
FREE

100 Günde 100 Gerçek Proje ile Python öğrenin – Temelden ileri seviyeye uygulamalı kodlama ile.

Enrolled
[ES] DeepSeek R1 IA: 25 proyectos de IA para principiantes
4.486842
(38 Rating)
FREE
Category
Development, Data Science,
  • Spanish
  • 16964 Students
[ES] DeepSeek R1 IA: 25 proyectos de IA para principiantes
4.486842
(38 Rating)
FREE

Desarrollo práctico con DeepSeek: crea 25 proyectos reales de NLP y automatización desde cero

Enrolled
[FR] DeepSeek R1 IA: 25 projets concrets en IA pour débutant
4.060606
(33 Rating)
FREE
Category
Development, Data Science,
  • French
  • 9916 Students
[FR] DeepSeek R1 IA: 25 projets concrets en IA pour débutant
4.060606
(33 Rating)
FREE

Développement IA pratique avec DeepSeek : créez 25 projets NLP et automatisation de A à Z

Enrolled
[TR] DeepSeek R1 AI: Yeni başlayanlar için 25 AI projesi
4.852941
(17 Rating)
FREE
Category
Development, Data Science,
  • Turkish
  • 3279 Students
[TR] DeepSeek R1 AI: Yeni başlayanlar için 25 AI projesi
4.852941
(17 Rating)
FREE

DeepSeek ile Uygulamalı AI: Sıfırdan 25 gerçek NLP ve otomasyon projesi geliştir

Enrolled
AI Hero: A 12-Month Journey Taking You from Zero to Expert
4.58
(301 Rating)
FREE
Category
Development, Data Science,
  • English
  • 19910 Students
AI Hero: A 12-Month Journey Taking You from Zero to Expert
4.58
(301 Rating)
FREE

Master Python, Math, ML, Deep Learning, NLP, Agents & MLOps in 156 classes designed to take you from beginner to AI Hero

Enrolled

Total Number of 100% Off coupon added

Till Date We have added Total 1042 Free Coupon. Total Live Coupon: 984

Confused which course 100% Off coupon is live? Click Here

For More Updates Join Our Telegram Channel.