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  • AI, ML & Data Science - Large Language Models - Artificial Intelligence (AI) - Machine Learning

    A Step-by-Step Guide to Fine-Tuning Large Language Models for Domain-Specific Tasks: How to Fine Tune LLM: Unlock Powerful AI Customization (2024)

    June 24, 2025 - By Kinshuk Dutta

    Learn how to fine tune LLMs with expert tips. Discover how to fine tune llm for superior AI performance and tailor models to your needs.

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  • Artificial Intelligence (AI) - LLM Evaluation & Benchmarking - Large Language Models

    Essential Metrics for Evaluating Large Language Models: From Perplexity to Human Preference: Key LLM Evaluation Metrics to Measure Language Model Success

    June 20, 2025 - By Kinshuk Dutta

    Discover essential LLM evaluation metrics to accurately assess language model performance. Boost your understanding and improve results today!

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  • Large Language Models - Natural Language Processing (NLP)

    Tracing the Evolution from Neural Networks to Transformers and the Rise of LLMs in Modern NLP: 🧠 From Syntax to Semantics: How Neural Networks Empower NLP and Large Language Models

    October 15, 2021 - By Kinshuk Dutta

    In 2019, we explored the foundations of neural networks—how layers of interconnected nodes mimic the human brain to extract patterns from data. Since then, one area where neural networks have truly transformed the landscape is Natural Language Processing (NLP). What was once rule-based and statistical has now evolved into something more fluid, contextual, and surprisingly human-like—thanks to Large Language Models (LLMs) built atop deep neural architectures. We touched upon this topic in early 2020 in our blog 🧠 Understanding the Correlation Between NLP and LLMs lets keep momentum and try understand Neural Networks empowers NLP and LLM. The NLP Challenge:…

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Editor-in-Chief

Kinshuk Dutta Editor-in-Chief, Data-Nizant Forum Enterprise AI, agentic systems, governance, MLOps, and operating models, focused on what works in production.

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