Develop essential music & audio skills with expert instruction and practical examples.
Mastering Generative AI and LLMs: An 8-Week Hands-On JourneyAccelerate your career in AI with practical, real-world projects led by industry veteran Ed Donner. Build advanced Generative AI products, experiment with over 20 groundbreaking models, and master state-of-the-art techniques like RAG, QLoRA, and Agents. What you'll learn• Build advanced Generative AI products using cutting-edge models and frameworks.
• Experiment with over 20 groundbreaking AI models, including Frontier and Open-Source models. • Develop proficiency with platforms like HuggingFace, LangChain, and Gradio. • Implement state-of-the-art techniques such as RAG (Retrieval-Augmented Generation), QLoRA fine-tuning, and Agents.
• Create real-world AI applications, including:• A multi-modal customer support assistant that interacts with text, sound, and images. • An AI knowledge worker that can answer any question about a company based on its shared drive. • An AI programmer that optimizes software, achieving performance improvements of over 60,000 times.
• An ecommerce application that accurately predicts prices of unseen products. • Transition from inference to training, fine-tuning both Frontier and Open-Source models. • Deploy AI products to production with polished user interfaces and advanced capabilities.
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