Build AI Apps with Open-Source Models: NLP, Chatbots, Code Generation, Summarization, Automation & More
What you will learn
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Understand AI Model Deployment β 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 β Work with AI models to summarize text, generate content, proofread documents, and extract key information from legal and business texts.
Develop AI-Powered Assistants β Build AI chatbots, customer support bots, and personal AI assistants using advanced LLMs.
Generate & Debug Code with AI β Utilize CodeLlama to auto-generate code, debug programming errors, and improve software development efficiency.
Integrate AI with Web Apps β 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 β Implement AI solutions for automated email replies, AI-powered meeting summarization, and resume generation.
Work with Real-World Data & APIs β Fetch live data from news APIs, finance APIs, and customer reviews, and analyze them using AI models for insights.
Optimize AI Model Performance β Learn techniques for fine-tuning AI prompts, handling API responses, and improving response accuracy.
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