Quiz 2

While working on a collaborative project, Mia's team decided to use a cloud platform that allows multiple users to work on the same files simultaneously without conflicts. Which feature does this describe?

• Version Control

• Real-time Collaboration

• Data Backup

• File Encryption

Emily is working on a machine learning project and needs to speed up the training process for her deep learning model. Which technology should she use to optimize her workflow?

• SSD for faster data storage

• GPU for parallel processing

• CPU for handling large datasets

• HDD for data backups

Alex is working on a scientific simulation that involves processing large datasets and requires compatibility across different hardware platforms (NVIDIA, AMD, Intel). Which programming standard should Alex use to ensure that his code runs across all platforms?

• CUDA

• Tensorflow

• OpenCL

• FPGA

John is tasked with training a deep learning model that requires the simultaneous processing of a large amount of data. To speed up the process, his team suggests using hardware that allows for high parallelism and faster matrix computations. Which hardware should they choose?

• CPU

• FPGA

• GPU

• SSD

John is tasked with training a deep learning model that requires the simultaneous processing of a large amount of data. To speed up the process, his team suggests using hardware that allows for high parallelism and faster matrix computations. Which hardware should they choose?

• Sequential processing

• High clock speed

• Parallel processing

• Large cache size

1.     What is a benefit of using cloud storage for data science?

• It limits data access to local servers.

• It requires expensive hardware investments.

• It complicates data management.

• It allows handling of massive datasets efficiently.

Grace is considering different cloud computing models for her startup. Which of the following best describes PaaS in cloud computing?

• Platform as a Service

• Process as a Service

• Performance as a Service

• Privacy as a Service

During a group project, Harper noticed that their cloud resources were automatically adjusting based on the number of users accessing their application. Which feature is responsible for this?

• Load Balancing
  

• Elastic Storage

• Auto-Scaling

• Fault Tolerance

How does Henry utilize cloud-based GPUs/TPUs to enhance his machine learning workflows?

• To facilitate data visualization.

• To speed up data processing.

• To enable real-time analytics.

• To improve model deployment.
  
  

Which cloud deployment model offers the highest level of control over data security and privacy for a business?

• Community Cloud

• Public Cloud

• Private Cloud

• Hybrid CLoud