Generative AI & LLMs
Generative AI Tutorial
Comprehensive tutorial on Generative AI. Explore the fundamentals and advanced concepts through our interactive slide gallery.
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Generative AI and large language models
Learn the model stack, retrieval and assistant patterns, evaluation and security controls, and the operating decisions required for enterprise adoption.
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Generative AI & LLMs
Large Language Models (LLMs) :: A Complete Guide | DataKnobs
A complete visual guide to Large Language Models (LLMs): how they work, transformer architecture, training with RLHF, tokenization, fine-tuning, RAG, prompt engineering…
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Visual Guide For Large Language Models (LLM)
A comprehensive visual guide with and presentation on LLM architecture, use cases, prompt engineering, RAG, and enterprise adoption.
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GenAI Use Case Selection Hub | DataProductMindSet
Executive guide to selecting Generative AI use cases across creativity, automation, and personalization.
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Automation, creativity, personalization, and the role of GenAI in enterprise workflows.
Generative AI & LLMs
GenAI in Automation | DataProductMindSet
Discover how Generative AI is revolutionizing enterprise automation. Move beyond rule-based RPA to cognitive automation for unstructured data.
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Generative AI & LLMs
GenAI in Creativity | DataProductMindSet
Discover how Generative AI accelerates creativity: ideation, drafting, and co-creation with governance and measurable outcomes.
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Generative AI & LLMs
GenAI in Personalization | DataProductMindSet
Discover how Generative AI enables true 1-to-1 hyper-personalization at scale. Move beyond broad segments to dynamic, context-aware user experiences.
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GenAI Use Case Selection Hub | DataProductMindSet
Executive guide to selecting Generative AI use cases across creativity, automation, and personalization.
Read guideLarge language model topics
Deep dives into LLM architecture, lifecycle, reasoning, guardrails, fine-tuning, assistants, and concerns.
Generative AI & LLMs
AI Assistants - Fueled by LLM Technology | Various Types, Characteristics & Uses
Learn about AI Assistants powered by Large Language Models (LLMs). Explore types of LLM applications, capabilities, features, examples…
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Generative AI & LLMs
AI Assistants - Utilizing LLM Technology | Various Types, Functions & Uses
Learn about AI Assistants powered by Large Language Models (LLMs). Explore types of LLM applications, capabilities, features, examples… This page focuses on AI…
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Generative AI & LLMs
Fine-tuning Foundation Models | Complete Guide
Comprehensive guide to fine-tuning foundation models. Learn about domain-specific adaptation, task-specific optimization, efficiency gains, and customization.…
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Large Language Models (LLMs) :: A Complete Guide | DataKnobs
A complete visual guide to Large Language Models (LLMs): how they work, transformer architecture, training with RLHF, tokenization, fine-tuning, RAG, prompt engineering…
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Generative AI & LLMs
Lifecycle Production of LLM Apps: A Comprehensive Guide from Data to Deployment
Comprehensive guide to LLM apps lifecycle production. Explore the complete journey from data collection to deployment, including prompt engineering, experimentation…
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Generative AI & LLMs
LLM Concerns & Issues | Ethical and Technical Challenges
Comprehensive guide to LLM concerns and issues. Explore copyright challenges, hallucination problems, uncontrolled creativity, ethical concerns, security threats…
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Generative AI & LLMs
LLM Guardrails | Safety Controls for Responsible AI
Comprehensive guide to LLM guardrails and safety controls. Learn about input validation, response filtering, usage monitoring, feedback mechanisms…
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Generative AI & LLMs
LLM Volume 3: Reasoning Models, Scaling Inference, and Architectural Design by DataKnobs
LLM Volume 3: Deep dive into reasoning models (o1, DeepSeek-R1), chain-of-thought prompting, inference-time compute scaling, test-time compute…
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Generative AI & LLMs
Token Paradox | Maximizing LLM Value & ROI
Understanding the Token Paradox in LLM economics. Learn about the conflicting incentives between cloud providers (maximize token consumption) and builders (optimize…
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