BUILDING A COMPREHENSIVE AI MODEL
Large Language Models, Generative AI, DeepSeek, Ethics & Accountability
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BUILDING A COMPREHENSIVE AI MODEL
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Marc Stanford
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What if you could turn raw data into powerful, responsible intelligence without a PhD in computer science?
Building a Comprehensive AI Model is your roadmap to designing, training, fine-tuning, and deploying cutting-edge AI systems. From your very first classifier to state-of-the-art Large Language Models and Generative AI with a peek at DeepSeek. Marc Stanford demystifies the entire workflow, enabling you to create technology that ethically transforms industries.
Inside, you'll master:
• Collecting & cleaning data like a pro; no more 'garbage in, garbage out.'
• Choosing the right algorithms for vision, NLP, finance, retail, and healthcare.
• Training, hyperparameter tuning, and model‑evaluation secrets that boost accuracy.
• Building production‑grade LLMs, chatbots, and creative generative models.
• Governance, bias mitigation, and regulatory compliance to ensure your AI remains accountable.
Whether you're a curious beginner, a Python‑savvy developer, or a business leader seeking an edge, this book delivers battle‑tested frameworks, code samples, and real‑world case studies you can apply today.
Stop just using AI tools, start building them. Pick up your copy and ship your first comprehensive AI model this week!