AI: A-to-Z makes important artificial intelligence concepts accessible without requiring programming or advanced mathematics.

Created and presented by Dr. Sonali Tamhankar, the series uses short, approachable lessons to build practical AI literacy—one concept and one letter at a time.

2026: The Foundational Series

Twenty-six concise lessons provide a shared foundation for understanding artificial intelligence. The series is designed for healthcare professionals, researchers, leaders, students, and curious members of the public.

Watch the complete 2026 AI: A-to-Z playlist on YouTube

Series introduction

AI for Everyone - Join the “AI: A-to-Z” Journey!

A — Adversarial Machine Learning

AI for the Cautious: Adversarial Machine Learning in exactly 7 Minutes

B — Bias in AI

AI for the Fair-Minded: Bias in AI in Under 9 Minutes.

C — Clustering

AI for the Neat Freak: Clustering in under 8 Minutes.

D — Deep Learning

AI for the Cartographer: Deep Learning in under 7 Minutes

E — Embeddings

AI for the Linguist: Embeddings in Less than 8 Minutes

F — Foundation Models

AI for the Builder: Foundation Models in under 8 Minutes

G — Generative Pretrained Transformer

AI for the Intrepid: Generative Pretrained Transformer in Under 9 Minutes

H — Hallucinations

AI for the Skeptic: Hallucinations in under 7 minutes.

I — Inference

AI for the Pragmatic: Inference in just over 8 minutes

J — Jailbreak

AI for the Anarchist: Jailbreak in just about 8 minutes

K — Knowledge Graphs

AI for the Connector - Knowledge Graphs in About 8 Minutes

L — Large Language Models

AI for the Visionary - Large Language Models in about 8 minutes

M — Multimodality

AI for the Perceptive - Multimodality in Under 8 Minutes

N — Neurosymbolic AI

AI for the Grounded - N is for Neurosymbolic AI

O — Overfitting

AI for the Overthinker - Overfitting in under 7 minutes

P — Prompt Engineering

AI for the Articulate - P is for Prompt Engineering

Q — Quantum Computing

AI for the Futurist - Quantum Computing in under 8 minutes

R — Retrieval-Augmented Generation

AI for the Golden Retriever - Retrieval Augmented Generation in under 10 Minutes

S — Supervised Machine Learning

AI for the Tutor - Supervised Machine Learning

T — Training Data

AI for the Mentat - T is for Training Data

U — UMAP and Dimensionality Reduction

AI for the Minimalist - UMAP and Dimensionality Reduction

V — Verifiability

AI for the Grader - Verifiability in Under 10 Minutes

W — Workflows

AI for the Doer - Workflows in under 10 Minutes

X — Explainable AI

AI for the Sleuth - Explainable AI

Y — You

AI for the Human - Y is for You

Z — Zero-Shot Learning

AI for the Improviser - Zero Shot Learning in just Five Minutes

2027: The Role-Aware Practical Series

This healthcare-focused series will examine what AI concepts mean for clinical, operational, research and analytics, data and technology, and executive and governance roles.

Coming January 2027.

Rights

The AI: A-to-Z series was created by Sonali Tamhankar. Copyright © 2026 Sonali Tamhankar. Reuse and licensing terms will be published here.