Computer Science Careers and Image Processing in Python Quiz

What is a typical role in software development careers?

• Software developer

• Lifeguard

• Astronaut

• Chef

Which of the following is a data science career path?

• Professional Chef

• Astronaut

• Dental Hygienist

• Data Scientist

What is the main purpose of machine learning in Python?

• Train algorithms to learn from and make predictions or decisions based on data

• Create beautiful graphics and visualizations

• Write code for web development

• Translate languages in real-time

What are the basic concepts of image processing?

• Image enhancement, image restoration, color manipulation, and image compression

• Image recognition, image categorization, and image tagging

• Image editing, image filtering, and image resizing

• Image rotation, image flipping, and image mirroring

Which Python library is commonly used for image processing?

• Pandas

• OpenCV

• TensorFlow

• Matplotlib

What skills are required for a career in software development?

• Programming languages, problem-solving, algorithm design, data structures, understanding of software development methodologies

• Mathematics, physics, chemistry

• Cooking skills, gardening, painting

• Public speaking, event planning, customer service

What is the role of a data scientist in a company?

• To analyze complex data sets, create models, and provide insights for data-driven decisions.

• To design marketing campaigns

• To develop new software applications

• To manage the company's social media accounts

How is machine learning used in real-world applications?

• Machine learning is only used for creating robots

• Machine learning is used in real-world applications such as recommendation systems, image and speech recognition, medical diagnosis, and financial fraud detection.

• Machine learning is not used in any real-world applications

• Machine learning is only used for playing video games

What are the key components of image processing?

• The key components of image processing include image filtering, watermarking, and red-eye removal.

• The key components of image processing include image compression, file format conversion, and brightness adjustment.

• The key components of image processing include image acquisition, preprocessing, segmentation, feature extraction, and image recognition.

• The key components of image processing include image editing, color correction, and resizing.

How does the OpenCV library support image processing in Python?

• By enabling text recognition and natural language processing

• By offering tools for 3D modeling and animation

• By providing a wide range of functions for image processing such as filtering, transformation, and feature detection.

• By providing a wide range of functions for audio processing