AI: A-to-Z
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.