Intuition First

Intuition First makes data science and machine learning finally click - no jargon, no gatekeeping.

Short, visual explainers that build real intuition for the ideas behind SQL, statistics, Python, machine learning, deep learning, and AI: linear and logistic regression, gradient descent, decision trees, random forests, clustering, neural networks, CNNs, RNNs and LSTMs, transformers and large language models (LLMs), overfitting, regularization, and cross-validation.

New to data science, or prepping for interviews? Each short takes ONE concept and shows you the picture behind it in under a minute.

Book, blog and resources: https://architsh.vercel.app

Topics: data science, machine learning, deep learning, AI, statistics, SQL, Python, neural networks, LLMs, ML interview prep, data analytics.