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Convolution Explained — Introduction to Convolutional Neural Networks | by Egor Howell | Dec, 2023

The fundamental building block of CNNs ”https://www.flaticon.com/free-icons/neural-network" title=”neural network icons.” Neural network icons created by Freepik — Flaticon.My recent articles have been a series on neural networks where we go from the simple perceptron to complicated architectures and how to deal with common problems in deep learning. If you are interested, feel free to check…

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Storytelling with Visualization — Which Area Has the Highest Socio-Economic Score, and Why | by Jin Cui | Dec, 2023

Once in a while, for more efficient allocation of resources, the Government may collect data from individuals or households about their demographic characteristics, such as age, gender, and country of birth, as well as their socio-economic characteristics, such as income, occupation and spend. Some of these data are then aggregated by geographic regions and made…

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Illuminating Insights: GPT Extracts Meaning from Charts and Tables | by Ilia Teimouri | Dec, 2023

Using GPT Vision to interpret and aggregate image data. Photo by David Travis on Unsplash.Integrating visual inputs like images alongside text and speech into large language models (LLMs) is considered an important new direction in AI research by many experts in the field. By augmenting these models to handle multiple modes of data beyond just…

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Soft Skills Is What Sets You Apart in Your Data Science Interviews | by Tessa Xie | Dec, 2023

Photo by Jason Goodman on UnsplashHow to up-level your structured problem solving skills and communication skills So you have brushed up on ML concepts, practiced Python and SQL for months, you think you are done with interview prep. But you might be missing the most important and hardest-to-prepare-for part of the interview — problem-solving skills.…

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Enhanced Large Language Models as Reasoning Engines | by Anthony Alcaraz | Dec, 2023

The recent exponential advances in natural language processing capabilities from large language models (LLMs) have stirred tremendous excitement about their potential to achieve human-level intelligence. Their ability to produce remarkably coherent text and engage in dialogue after exposure to vast datasets seems to point towards flexible, general purpose reasoning skills. However, a growing chorus of…

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