Towards Data Science - Medium
An illustrated and intuitive guide on the inner workings of a CNNContinue reading on Towards Data Science »
Develop and deploy an entirely local RAG system from scratchPhoto by Kevin Ku on UnsplashIntroductionHigh-level abstractions offered by libraries like llama-index and Langchain have simplified the development of Retrieval Augmented Generation (RAG) systems. Yet, a deep understanding of the underlying mechanics enabling these libraries remains crucial...
Why most models are small and LLMs are largeContinue reading on Towards Data Science »
Integrating 7B and 13B Models with an IDE and TerminalContinue reading on Towards Data Science »
Machine Learning on GCP: from Notebooks to PipelinesNotebooks are not enough for ML at scalePhoto by Sylvain Mauroux on UnsplashAll images, unless otherwise noted, are by the authorAdvocating for AIThere is a misunderstanding (not to say fantasy) which keeps coming back in companies whenever it comes to AI and Machine Learning. People often misjudge...
How I became proficient in SQL to help land my first data science jobContinue reading on Towards Data Science »
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