Shaw Talebi

AI

Python QuickStart for People Learning AI

A beginner-friendly guide Shaw Talebi · Follow Published in Towards Data Science · 12 min read · 10 hours ago — Python has become the de facto programming language for AI and data science. Although no-code solutions exist, learning how to code is still essential to build fully custom AI projects or products. In this article, I share a beginner QuickStart guide to AI development with Python. I’ll cover the basics and then share a

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AI

Local LLM Fine-Tuning on Mac (M1 16GB)

Beginner-friendly Python code walkthrough (ft. MLX) Shaw Talebi · Follow Published in Towards Data Science · 8 min read · 11 hours ago — This article is part of a larger series on using large language models (LLMs) in practice. In a previous post, I showed how to fine-tune an LLM using a single (free) GPU on Google Colab. While that example (and many others) readily runs on Nvidia hardware, they are not easily adapted

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AI

The Skill That Holds Back (Most) Data Scientists

7 communication tips that made me a better data scientist Shaw Talebi · Follow Published in Towards Data Science · 7 min read · 10 hours ago — When starting in data science, I was hyper-focused on learning Python, Machine Learning, Statistics, etc. While these are necessary, there is another skill that most tend to overlook at their peril—communication. In this article, I discuss why data scientists must be effective communicators and share 7 tips

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AI

How to Build Data Pipelines for Machine Learning

A beginner-friendly introduction with Python code Shaw Talebi · Follow Published in Towards Data Science · 10 min read · 6 hours ago — This is the 3rd article in a larger series on Full Stack Data Science (FSDS). In the previous post, I introduced a 5-step project management framework for building machine learning (ML) solutions. While ML may bring to mind fancy algorithms and technologies, the quality of an ML solution is determined by

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