Unlock AI Development with Ollama: Real-World Applications

Dive into the world of artificial intelligence with our comprehensive course that focuses on real-world applications using cutting-edge open-source AI models. Discover how to develop and deploy various AI applications utilizing Ollama, LLaMA, DeepSeek, and more, without needing expensive cloud APIs. Whether you’re a newbie curious about AI or an experienced developer, this course is designed to guide you through practical projects that seamlessly integrate large language models (LLMs) into web applications and automation tools.

Throughout the course, you will learn to set up and configure Ollama to run powerful AI models locally. Work hands-on with a variety of models including Mistral, Mixtral, QwQ, Phi-2, MedLlama2, Granite3.2, to master NLP tasks like text summarization, content generation, code completion, debugging, document analysis, sentiment analysis, and AI-powered automation. You’ll develop actual applications such as an AI news summarizer, a text correction tool, a customer support chatbot, and an intelligent assistant for business automation using FastAPI, Python, and REST APIs.

By the end of the course, you’ll have built projects encompassing text processing, natural language understanding, chatbot development, and LLM-based applications. You will feel confident in successfully deploying AI models and integrating them into production-ready applications. This course is tailored for anyone wanting to effectively leverage AI models to elevate their skills, whether you’re a developer, data scientist, entrepreneur, researcher, or simply curious about AI. Prepare to take your AI development capabilities to the next level!

What you will learn:

• Run and operate AI models locally with Ollama.
• Develop real-world AI applications using LLaMA 3, Mistral, and others.
• Execute NLP tasks: summarize text, generate content, correct documents, and extract information.

Course Content:

• Sections: 3
• Lectures: 17
• Duration: 4h 19m

Requirements:

• Basic Programming Knowledge – Familiarity with Python is helpful but not required. We’ll guide you step-by-step through the coding process.
• Basic Understanding of AI and Machine Learning – Deep ML knowledge is not required, but knowing how AI models function is beneficial.

Who is it for?

• Students and Self-Learners – Interested in AI but unsure where to start? This course guides you step-by-step with no prior experience required.
• Entrepreneurs and AI Innovators – Want to develop AI-powered products? This course offers practical projects to kickstart your AI journey.
• Data Analysts and Researchers – Looking to extract information from legal documents, news, or customer feedback? Learn to analyze large text data with AI.
• Tech Entrepreneurs and Product Managers – Interested in developing AI-based applications for your business? Learn to create chatbots, content generators, and automation tools.
• AI and Machine Learning Enthusiasts – Want to work with models like LLaMA 3, Mistral, Mixtral, CodeLlama, and DeepSeek-R1? Gain practical experience in model deployment.
• Developers and Programmers – Looking to integrate AI models into web applications or software projects? Learn to build full-stack AI applications with Python and FastAPI.

What are you waiting for to get started?

Enroll today and take your skills to the next level. Coupons are limited and may expire at any time!

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