Artificial Intelligence (AI) Quizzes and MCQs

Level 1 Foundations Core Concepts & Math
AI History & Types Turing Test, Symbolic AI, Narrow vs General
01_FOUND
Mathematics for AI Linear Algebra, Calculus, Probability
02_MATH
Data Engineering Cleaning, Normalization, Feature Engineering
03_DATA
Level 2 Machine Learning Classical Algorithms
Supervised Learning Regression, Trees, SVM, KNN
04_SUPER
Unsupervised Learning Clustering, PCA, Anomaly Detection
05_UNSUP
Model Evaluation Precision, Recall, F1, ROC/AUC
06_METRIC
Level 3 Deep Learning Neural Architectures
Neural Networks Activation, Backprop, Loss Functions
07_NEURAL
Computer Vision CNNs, YOLO, Image Segmentation
08_VISION
NLP Basics Tokenization, Embeddings, RNNs, LSTMs
09_NLP
Transformers Attention, BERT, GPT, Encoders
10_TRANS
Level 4 The Frontier Generative & Autonomous
Generative AI LLMs, Diffusion Models, RAG
11_GENAI
Reinforcement Learning Q-Learning, Rewards, DQNs
12_REINF
AI Agents Workflows, Planning, Tool Use
13_AGENT
Level 5 Governance Ethics & Deployment
Ethics & Bias XAI, Fairness, Privacy, Deepfakes
14_ETHIC
MLOps Drift, Versioning, CI/CD, APIs
15_OPS