foundations of llms

Foundations of Large Language Models: Understand How LLMs Like GPT Work

Large language models originated from natural language processing, but they have undoubtedlybecome one of the most revolutionary technological advancements in the field of artificial intelligence in recent years. An important insight brought by large language models is that knowledgeof the world and languages can be acquired through large-scale language modeling tasks, andin this way, we…

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setting up a data lake from scratch

setting up a data lake from scratch

What is a Data Lake? A data lake is a centralized repository that stores vast amounts of raw data in its native format. Unlike traditional data warehouses, which require predefined schemas and are optimized for structured data, data lakes store unprocessed data. This approach provides greater flexibility for advanced analytics, real-time data processing, and machine…

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DATA WAREHOUSING

How to Build a Data Warehouse from Scratch

How to Build a Data Warehouse from Scratch: Cost + Examples Building a data warehouse from scratch can seem overwhelming, but it is a game-changer for organizations aiming to harness data for informed decision-making. While the initial investment in time and resources might be substantial, the long-term benefits—such as improved data quality, actionable insights, and…

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