Aspect Ratio Senior Data Analyst Interview Questions and Answers

Logistic regression is a linear model used for binary classification, while SVM is a non-linear model that can handle complex decision boundaries.

• Logistic regression is a probabilistic model that predicts the probability of a binary outcome based on input features.

• SVM aims to find the hyperplane that best separates the classes in a high-dimensional space.

• Logistic regression is more interpretable and easier to implement...read more

LLM stands for Language Model. Fine tuning involves adjusting hyperparameters and training on specific data.

• LLM stands for Language Model, which is a type of AI model that predicts the next word in a sentence.

• Fine tuning LLM involves adjusting hyperparameters such as learning rate, batch size, and number of training epochs.

• Fine tuning also involves training the LLM on specific data related to the task at hand, such as ...read more

RAG stands for Red, Amber, Green and is a project management tool used to visually indicate the status of tasks or projects.

• RAG is commonly used in project management to quickly communicate the status of tasks or projects.

• Red typically indicates tasks or projects that are behind schedule or at risk, Amber indicates tasks that are on track but may need attention, and Green indicates tasks that are on schedule or complet...read more