### Course Overview
- **Course Title:** [TR] Ollama ile Yapay Zeka: Llama, Deepseek, Mistral, QwQ
- **Instructor:** School of AI (Jet Drag Academy)
- **Target Audience:**
- **Beginners** in AI development with no prior experience
- **Experienced developers** seeking advanced projects with **Ollama** and **LLMs**
- **Data scientists, entrepreneurs, and researchers** looking to deploy AI models
- **Python programmers** interested in **NLP, automation, and AI integration**
- **Prerequisites:**
- **Basic Python knowledge** (helpful but not mandatory)
- **Fundamental understanding of AI/ML** (useful but not required)
- **Optional:** Web development skills (**HTML, JavaScript, FastAPI**) for AI web apps
### Curriculum Highlights
- **Key Topics Covered:**
- **Local AI model deployment** with **Ollama** (LLaMA 3, Mistral, Mixtral, DeepSeek, QwQ, Phi-2, MedLlama2, Granite3.2, CodeLlama)
- **Natural Language Processing (NLP):** Text summarization, content generation, document correction, sentiment analysis
- **AI-assisted coding** with **CodeLlama** (code generation, debugging)
- **Chatbot & virtual assistant development** (customer support, personal assistants)
- **Web app integration** using **FastAPI** and interactive UIs
- **Business automation:** Email responses, meeting summaries, resume filtering
- **API-based data processing** for real-time analytics (news, financial reports)
- **Model optimization:** Prompt engineering, response accuracy tuning
- **Key Skills Learned:**
- Running **large language models (LLMs) locally** without cloud APIs
- Building **full-stack AI applications** with **Python, Ollama, and FastAPI**
- Developing **NLP tools** for text analysis, summarization, and generation
- Creating **AI-driven automation** for business workflows
- Integrating **AI models into web apps** and REST APIs
- Optimizing **prompt design** for better model performance
### Course Format
- **Duration:** 4.5 hours of on-demand video
- **Format:** Self-paced online course (lifetime access)
- **Resources:**
- **13 downloadable resources** (code samples, project files)
- **Mobile & TV access**
- **Certificate of completion**
### Additional Information
- **Language:** Turkish ([TR])
- **Projects Included:**
- AI-powered **news summarizer**
- **Text correction tool**
- **Customer support chatbot**
- **Business automation assistant** (email responses, meeting notes)
- **Job application filter** for recruitment automation
- **Financial report analyzer**
