Data Science and ML Quizzes
Select a module quiz to practice.
Descriptive Statistics
Data Science Foundations
Basic Statistics, Basics of NumPy, Transformation and Data Generation
SQL & Databases
SQL and Databases
DDL/DML/DQL commands, constraints, SELECT filtering, Python connection, aggregation, joins, CTEs, and set operations.
NumPy: Data Generation
Data Preprocessing: Regex, Pandas and Data Cleaning Quiz
Regex concepts, Python regex functions, Pandas data loading, EDA, DataFrame operations, and data cleaning.
NumPy: Data Transformation
Data Visualization
Concept of Data Visualization, Matplotlib, Seaborn and Tableau
Statistics
Statistics
Probability Distribution and Hypothesis Testing
Machine Learning
Machine Learning Concepts
ML Concepts, Scaling and Encoding, Model Evaluation Metrics
Supervised Learning
Supervised Learning
KNN, SVM, Linear & Logistic Regression, Hyperparameter Tuning and Pipelines
Unsupervised Learning
Unsupervised Learning
KMeans Clustering, PCA and NLP Concepts
LLMs and Generative AI
LLM and Generative AI
Prompt Engineering, Gemini API integration, Hugging Face Transformers
Model Deployment
Model Deployment
Streamlit, HTTP Status Codes and FastAPI