Document Modeling Unstructured Data 
Analytics Vidhya
NOVEMBER 7, 2023
Introduction In the ever-evolving field of natural language processing and artificial intelligence, the ability to extract valuable insights from unstructured data sources, like scientific PDFs, has become increasingly critical.
O'Reilly on Data
NOVEMBER 19, 2024
Reasons for using RAG are clear: large language models (LLMs), which are effectively syntax engines, tend to “hallucinate” by inventing answers from pieces of their training data. See the primary sources “ REALM: Retrieval-Augmented Language Model Pre-Training ” by Kelvin Guu, et al., Split each document into chunks.
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Analytics Vidhya
SEPTEMBER 19, 2023
Introduction A specific category of artificial intelligence models known as large language models (LLMs) is designed to understand and generate human-like text. For example, OpenAI’s GPT-3 model has 175 billion parameters. The term “large” is often quantified by the number of parameters they possess.
CIO Business Intelligence
FEBRUARY 6, 2025
The hype around large language models (LLMs) is undeniable. They promise to revolutionize how we interact with data, generating human-quality text, understanding natural language and transforming data in ways we never thought possible. Even basic predictive modeling can be done with lightweight machine learning in Python or R.
Analytics Vidhya
AUGUST 9, 2020
Overview Learn about Information Retrieval (IR), Vector Space Models (VSM), and Mean Average Precision (MAP) Create a project on Information Retrieval using word2vec based. The post Information Retrieval using word2vec based Vector Space Model appeared first on Analytics Vidhya.
AWS Big Data
OCTOBER 25, 2023
Unstructured data is information that doesn’t conform to a predefined schema or isn’t organized according to a preset data model. Unstructured information may have a little or a lot of structure but in ways that are unexpected or inconsistent. You can integrate different technologies or tools to build a solution.
CIO Business Intelligence
SEPTEMBER 12, 2024
Now that AI can unravel the secrets inside a charred, brittle, ancient scroll buried under lava over 2,000 years ago, imagine what it can reveal in your unstructured data–and how that can reshape your work, thoughts, and actions. Unstructured data has been integral to human society for over 50,000 years.
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