21. Which of the following is a distributed data processing framework often used for big data analytics in data science? A. Apache Spark B. PostgreSQL C. SQLite D. MongoDB Answer & Solution Discuss in Board Save for Later Answer & Solution Answer: Option A No explanation is given for this question Let's Discuss on Board
22. What is the primary use of "Anaconda" in data science environments? A. Package and environment management B. Data visualization C. Web scraping D. Statistical analysis Answer & Solution Discuss in Board Save for Later Answer & Solution Answer: Option A No explanation is given for this question Let's Discuss on Board
23. Which deep learning framework is known for its flexibility and ease of use in building neural networks for data science? A. PyTorch B. TensorFlow C. Keras D. Scikit-learn Answer & Solution Discuss in Board Save for Later Answer & Solution Answer: Option B No explanation is given for this question Let's Discuss on Board
24. What is the primary purpose of "Bokeh" library in Python for data science? A. Interactive data visualization B. Data manipulation and analysis C. Machine learning D. Web scraping Answer & Solution Discuss in Board Save for Later Answer & Solution Answer: Option A No explanation is given for this question Let's Discuss on Board
25. Which database management system is often used for handling unstructured data in data science applications? A. MongoDB B. MySQL C. PostgreSQL D. SQLite Answer & Solution Discuss in Board Save for Later Answer & Solution Answer: Option A No explanation is given for this question Let's Discuss on Board
26. What is the primary role of "RStudio" in data science environments? A. Integrated development environment B. Data visualization C. Web scraping D. Statistical analysis Answer & Solution Discuss in Board Save for Later Answer & Solution Answer: Option A No explanation is given for this question Let's Discuss on Board
27. Which data visualization library in R is known for creating interactive and web-based visualizations for data science? A. Shiny B. ggplot2 C. Seaborn D. Plotly Answer & Solution Discuss in Board Save for Later Answer & Solution Answer: Option D No explanation is given for this question Let's Discuss on Board
28. What is the primary purpose of "Conda" in data science environments? A. Package and environment management B. Data visualization C. Web scraping D. Statistical analysis Answer & Solution Discuss in Board Save for Later Answer & Solution Answer: Option A No explanation is given for this question Let's Discuss on Board
29. Which cloud computing platform offers services such as Amazon SageMaker for building machine learning models? A. Amazon Web Services (AWS) B. Microsoft Azure C. Google Cloud Platform (GCP) D. IBM Cloud Answer & Solution Discuss in Board Save for Later Answer & Solution Answer: Option A No explanation is given for this question Let's Discuss on Board
30. What is the primary function of "Plotly" library in Python for data science? A. Interactive data visualization B. Data manipulation and analysis C. Machine learning D. Web scraping Answer & Solution Discuss in Board Save for Later Answer & Solution Answer: Option A No explanation is given for this question Let's Discuss on Board
