Jacob Ingle

AI

How to Build a Genetic Algorithm from Scratch in Python

A complete walkthrough on how one can build a Genetic Algorithm from scratch in Python, along with a real-world use case Jacob Ingle · Follow Published in Towards Data Science · 15 min read · 2 hours ago — Image generated by DALL-E Introduction The beauty of Genetic Algorithms is that they are directly inspired by nature, more specifically, the process of natural selection: Natural selection, process that results in the adaptation of an organism

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AI

Scale Your Productivity: Leveraging AWS Gen AI to Summarize Meeting Notes in Seconds

A comprehensive walkthrough on how one can utilize AWS Lambda, Bedrock, and S3 to create a workflow that will summarize a meeting transcript Jacob Ingle · Follow Published in Towards Data Science · 16 min read · 11 hours ago — Image generated with DALL-E Disclaimer: The meeting transcript used in this article is entirely fictional and created for illustrative and educational purposes only. It does not reflect any actual conversations, events, or individuals. Any

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AI

Mapping the Pokémon World: A Network Analysis of Habitat-Based Encounters

An introduction to Network Analysis in Python, along with a practical example using Pokemon data from the PokeApi Jacob Ingle · Follow Published in Towards Data Science · 15 min read · 8 hours ago — Photo by Michael Rivera on Unsplash Introduction Network Analysis is a robust yet straightforward approach to meaningfully understanding various entities’…

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