Data Science Tools And Frameworks MCQ

Test your knowledge with important Data Science Tools And Frameworks MCQ and their applications. These MCQs are beneficial for competitive exams too. Explore 30 + more Data Science Tools And Frameworks MCQs at Bissoy

• What is the primary use of "MLflow" in the context of machine learning in data science?
  ক

  Machine learning lifecycle management

  খ

  Data visualization and exploration

  গ

  Data manipulation and analysis

  ঘ

  Web scraping
• Which tool is often used for real-time data visualization and monitoring of data pipelines in data science projects?
  ক

  Grafana

  খ

  Tableau

  গ

  Jupyter Notebook

  ঘ

  Power BI
• What is the main role of "Alteryx" in data science?
  ক

  Data preparation and analytics

  খ

  Data visualization and exploration

  গ

  Machine learning

  ঘ

  Web scraping
• Which Python library is commonly used for geospatial data manipulation and analysis in data science?
  ক

  GeoPandas

  খ

  Plotly

  গ

  Matplotlib

  ঘ

  Seaborn
• What is the primary purpose of "Looker" in data science environments?
  ক

  Business Intelligence and analytics

  খ

  Data visualization and exploration

  গ

  Machine learning

  ঘ

  Web scraping
• Which cloud-based data warehouse service is often used for data storage and analytics in data science?
  ক

  Amazon Redshift

  খ

  Apache Cassandra

  গ

  MongoDB

  ঘ

  MySQL
• What is the primary role of "Orange" in data science?
  ক

  Data mining and visualization

  খ

  Data manipulation and analysis

  গ

  Machine learning

  ঘ

  Web scraping
• Which data integration and ETL (Extract, Transform, Load) tool is widely used for data preparation in data science projects?
  ক

  Apache NiFi

  খ

  PySpark

  গ

  Git

  ঘ

  SQL
• What is the primary function of "Power BI" in data science?
  ক

  Business Intelligence and reporting

  খ

  Data visualization and analysis

  গ

  Machine learning

  ঘ

  Web scraping
• Which data preprocessing library in Python is commonly used for handling missing data and outliers?
  ক

  scikit-learn

  খ

  NumPy

  গ

  Pandas

  ঘ

  Matplotlib
• What is the main purpose of "Databricks" in data science environments?
  ক

  Unified analytics platform

  খ

  Data visualization tool

  গ

  Machine learning

  ঘ

  Web scraping
• Which tool is commonly used for interactive data exploration and visualization with drag-and-drop capabilities?
  ক

  Tableau

  খ

  RStudio

  গ

  Jupyter Notebook

  ঘ

  RapidMiner
• What is the primary role of "H2O.ai" in data science?
  ক

  Machine learning platform

  খ

  Data visualization tool

  গ

  Data manipulation and analysis

  ঘ

  Web scraping
• Which data visualization library in Python is known for its simplicity and declarative syntax?
  ক

  Altair

  খ

  Plotly

  গ

  Matplotlib

  ঘ

  Seaborn
• What is the primary use of "Kibana" in the context of data science and analytics?
  ক

  Data visualization and exploration

  খ

  Data manipulation and analysis

  গ

  Machine learning

  ঘ

  Web scraping
• What is the primary purpose of "Tableau" in data science?
  ক

  Data visualization and reporting

  খ

  Data manipulation and analysis

  গ

  Machine learning

  ঘ

  Web scraping
• Which cloud computing platform offers services like BigQuery for analyzing large datasets in data science?
  ক

  Google Cloud Platform (GCP)

  খ

  Microsoft Azure

  গ

  Amazon Web Services (AWS)

  ঘ

  IBM Cloud
• What is the primary role of "DataRobot" in data science?
  ক

  Automated machine learning

  খ

  Data visualization

  গ

  Web scraping

  ঘ

  Statistical analysis
• Which database management system is commonly used for graph data in data science applications?
  ক

  Neo4j

  খ

  MongoDB

  গ

  PostgreSQL

  ঘ

  SQLite
• What is the primary function of "Folium" library in Python for data science?
  ক

  Interactive geographic maps

  খ

  Data manipulation and analysis

  গ

  Machine learning

  ঘ

  Web scraping
• Which deep learning framework is known for its ease of use and high-level APIs, suitable for beginners in data science?
  ক

  Keras

  খ

  TensorFlow

  গ

  PyTorch

  ঘ

  Scikit-learn
• What is the main purpose of "Apache Cassandra" in data science environments?
  ক

  Distributed NoSQL database

  খ

  Data visualization

  গ

  Web scraping

  ঘ

  Statistical analysis
• Which programming language is commonly used for web scraping and automation in data science?
  ক

  Python

  খ

  R

  গ

  Java

  ঘ

  C++
• What is the primary use of "Altair" in Python for data science?
  ক

  Data visualization

  খ

  Data manipulation and analysis

  গ

  Machine learning

  ঘ

  Web scraping
• Which tool is commonly used for real-time data streaming and processing in data science applications?
  ক

  Apache Kafka

  খ

  Jupyter Notebook

  গ

  Git

  ঘ

  MySQL
• What is the primary role of "RapidMiner" in data science?
  ক

  Data mining and analytics

  খ

  Data visualization

  গ

  Machine learning

  ঘ

  Web scraping
• Which cloud computing platform provides services such as Azure Machine Learning for building and deploying machine learning models?
  ক

  Microsoft Azure

  খ

  Amazon Web Services (AWS)

  গ

  Google Cloud Platform (GCP)

  ঘ

  IBM Cloud
• What is the primary purpose of "Hive" in the Hadoop ecosystem for data science?
  ক

  Data warehousing

  খ

  Data visualization

  গ

  Machine learning

  ঘ

  Web scraping
• Which data visualization library in Python is known for its capability to create static, animated, and interactive visualizations?
  ক

  Plotly

  খ

  Seaborn

  গ

  Matplotlib

  ঘ

  Pandas
• What is the primary role of "Dask" in data science?
  ক

  Data manipulation and analysis

  খ

  Parallel and distributed computing

  গ

  Data visualization

  ঘ

  Web scraping