Mastering DeepScaler and Ollama is your gateway to building, fine-tuning, and deploying AI models locally without relying on expensive cloud APIs. This hands-on course will teach you how to harness the power of open-source AI to create intelligent applications that run on your own machine. You will learn how to work with DeepScaler, a fine-tuned version of DeepSeek-R1-Distilled-Qwen-1.5B, optimized for math reasoning, code generation, and AI automation, while Ollama enables seamless local AI model deployment for efficient and cost-effective AI applications. (AI)
This course is designed to take you from beginner to advanced AI development. You will start by setting up DeepScaler and Ollama on Mac, Windows (WSL), or Linux. From there, you will learn how to run AI models locally, eliminating the need for cloud-based APIs. You will build a fully functional AI chatbot using DeepScaler and deploy it via FastAPI. You will also develop an AI-powered Math Solver that can solve complex equations in real time.