Daily Dose of DS offers a daily dose of inspiration, education, and motivation for data scientists and aspiring data professionals. Through bite-sized articles, tutorials, and curated resources, readers embark on a journey to master the art and science of data analysis, machine learning, and artificial intelligence. By staying updated with the latest trends, techniques, and tools in data science, readers can hone their skills and stay ahead in this rapidly evolving field.

Daily Dose of Data Science | Avi Chawla | Substack

A comprehensive beginner-friendly roadmap for AI engineering covering 10 essential steps: mastering Python fundamentals, learning AI with Python, understanding mathematics for ML, grasping LLM concepts through visual explanations, diving into LLM research with hands-on building, exploring AI agents and their patterns, applying AI through frameworks, understanding AI protocols like MCP, engaging in project-based learning with 75+ open-source projects, and supplementing with recommended books. The guide emphasizes focusing on fundamentals over chasing frameworks and includes curated resources from Harvard CS50p, Andrew Ng courses, Khan Academy, 3Blue1Brown videos, and Andrej Karpathy's neural networks series.

The AI Engineering Roadmap

One Platform. All Cloud GPUs. Zero Hassle.

P.S. For those wanting to develop “Industry ML” expertise: