Full-Stack AI with Ollama: Llama, Deepseek, Mistral, QwQ

Full-Stack AI with Ollama: Llama, DeepSeek, Mistral, Phi-2 is the final word hands-on AI improvement course that teaches you tips on how to construct and deploy real-world AI purposes utilizing the newest open-source AI fashions. Whether or not you’re a newbie exploring synthetic intelligence or an skilled developer, this course will give you sensible initiatives to combine massive language fashions (LLMs) into internet purposes, automation instruments, and superior AI-driven options.

All through this course, you’ll learn to set up, configure, and use Ollama to run highly effective AI fashions regionally with out counting on costly cloud-based APIs. You’ll work with LLaMA 3, DeepSeek, Mistral, Mixtral, Phi-2, and CodeLlama, gaining experience in pure language processing (NLP), textual content era, code completion, debugging, doc evaluation, sentiment evaluation, and AI-driven automation.

The course is full of real-world AI initiatives, together with constructing AI-powered chatbots, content material turbines, textual content summarizers, resume builders, AI authorized assistants, and automatic API testers. You’ll develop an AI information summarizer, create an AI-powered proofreading software, construct a buyer help chatbot, and implement an clever assistant for enterprise automation. Every mission gives hands-on expertise with FastAPI, Python, Ollama, and REST APIs, making certain you achieve full-stack improvement expertise in AI integration.

You’ll learn to fine-tune AI prompts, optimize massive language fashions, and deploy AI-powered purposes effectively. The course covers textual content era, AI-assisted writing, doc extraction, SQL question era, sentiment evaluation, and multi-turn chatbot interactions. You’ll additionally grasp constructing AI-powered instruments for code era, debugging, and software program improvement, leveraging CodeLlama for auto-completion and debugging help.

This course additionally teaches you tips on how to fetch and course of real-time knowledge utilizing APIs, making it ultimate for these trying to construct AI-driven purposes that analyze real-time data. You’ll create a real-time information summarizer, an AI-powered monetary report analyzer, and an AI job utility screener to automate recruiting.

By the tip of this course, you should have constructed AI-powered initiatives, protecting full-stack AI improvement, textual content processing, pure language understanding, chatbot improvement, AI automation, and LLM-based purposes. You’ll be assured in deploying AI fashions, integrating them into production-ready purposes, and leveraging state-of-the-art AI applied sciences to construct clever options.

Whether or not you’re a developer, knowledge scientist, entrepreneur, researcher, or AI fanatic, this course will give you the expertise to implement AI fashions successfully. You’ll achieve hands-on experience in constructing AI-powered internet purposes, integrating NLP fashions, and automating duties with AI-driven instruments. This course is ideal for many who wish to bridge the hole between AI analysis and sensible implementation by working with top-performing fashions from Ollama.

If you’re able to take your AI improvement expertise to the subsequent stage and construct cutting-edge AI-powered purposes, then that is the proper course for you!