BUILDING A COMPREHENSIVE AI MODEL: Large Language Models, Generative AI, DeepSeek, Ethics & Accountability
About this ebook
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!
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About the author
Marc Stanford holds an MSc in Advanced Computer Science and a PhD in Natural Language Processing. With an extensive background in artificial intelligence and complex data modeling, Marc has dedicated more than a decade of his career to exploring the transformative potential of AI technologies.
Marc’s passion for sharing knowledge has led him to become a tutor and academic lecturer, inspiring students and professionals alike. His enthusiasm for innovative technical topics has naturally transitioned into authorship, culminating in insightful books. After a five-year academic sabbatical dedicated to rigorous research and the completion of his doctoral thesis, which examined the profound changes AI has sparked in daily life, Marc Stanford is poised to continue his academic journey as a thought leader in AI.
Residing in the vibrant tech hub of Palo Alto, CA, Marc remains actively engaged in the AI community, contributing to the discourse on how technology shapes our world and empowers individuals to harness its potential.
