Podcast
Questions and Answers
What is the main difference between machine learning and rules-based methods?
What is the main difference between machine learning and rules-based methods?
- Rules-based methods require human intervention, while machine learning is fully automated.
- Machine learning relies on data to make decisions, while rules-based methods follow predefined rules. (correct)
- Rules-based methods use machine learning algorithms to make decisions.
- Machine learning is only used for loan approvals, while rules-based methods are used for all types of decisions.
Who typically creates the set of rules in rules-based methods?
Who typically creates the set of rules in rules-based methods?
- The loan applicants
- Computer algorithms
- Human experts (correct)
- Machine learning models
What type of data is important in rules-based systems for loan approvals?
What type of data is important in rules-based systems for loan approvals?
- Historical data
- Structured data (correct)
- Unstructured data
- Random data
Which approach relies more on predefined conditions and if-else statements?
Which approach relies more on predefined conditions and if-else statements?
Before machine learning, what was the primary method for decision-making discussed in the text?
Before machine learning, what was the primary method for decision-making discussed in the text?
What type of systems are expert systems and rules-based systems considered as?
What type of systems are expert systems and rules-based systems considered as?
What is the main focus of machine learning according to Dr. Anand Jayaraman?
What is the main focus of machine learning according to Dr. Anand Jayaraman?
In the 1970s, the set of machine learning methods was mostly proficient at handling which type of data?
In the 1970s, the set of machine learning methods was mostly proficient at handling which type of data?
What set of methods emerged about 10 to 14 years ago as a subset of machine learning?
What set of methods emerged about 10 to 14 years ago as a subset of machine learning?
What did Dr. Anand Jayaraman state was required to handle unstructured data effectively?
What did Dr. Anand Jayaraman state was required to handle unstructured data effectively?
Which term describes the class of AI encompassing machine learning and deep learning according to the text?
Which term describes the class of AI encompassing machine learning and deep learning according to the text?
What aspect of tasks can be handled by explicitly specifying rules, according to Dr. Anand Jayaraman?
What aspect of tasks can be handled by explicitly specifying rules, according to Dr. Anand Jayaraman?
What is structured data?
What is structured data?
Which type of data is commonly dealt with in day-to-day businesses?
Which type of data is commonly dealt with in day-to-day businesses?
What type of data do robots, chat GPT, and self-driving cars interact with?
What type of data do robots, chat GPT, and self-driving cars interact with?
What percentage of businesses mainly deals with structured data?
What percentage of businesses mainly deals with structured data?
In the context of AI and machine learning, what type of data is referred to as 'real world' data?
In the context of AI and machine learning, what type of data is referred to as 'real world' data?
What kind of data are images, videos, audio, sound, and text classified as?
What kind of data are images, videos, audio, sound, and text classified as?
