Sonata Software Interview Questions, Process, and Tips

Narrow AI refers to AI systems that are designed for a specific task or narrow range of tasks.

• Narrow AI is also known as Weak AI.

• These AI systems are focused on performing a single task efficiently.

• Examples of Narrow AI include virtual assistants like Siri, Alexa, and Google Assistant.

• Narrow AI is not capable of general intelligence or understanding complex human emotions.

Computer Vision has applications in various fields such as healthcare, automotive, retail, security, and agriculture.

• Healthcare - medical image analysis, surgery assistance

• Automotive - autonomous vehicles, driver assistance systems

• Retail - facial recognition for personalized shopping experience

• Security - surveillance systems, facial recognition for access control

• Agriculture - crop monitoring, automated harvesting

REG in data science stands for Regular Expression. It is a sequence of characters that define a search pattern.

• REG is used to search for patterns in text data

• It is commonly used for data cleaning and preprocessing tasks

• Example: searching for email addresses in a text document using a REG pattern

Budgeting involves setting financial goals and allocating resources, while forecasting involves predicting future financial outcomes based on current data.

• Budgeting is a plan for the future, while forecasting is a prediction of the future.

• Budgeting involves setting specific financial targets and allocating resources accordingly.

• Forecasting involves analyzing past data and trends to predict future financial outcomes.

• Bud...read more