Podcast
Questions and Answers
Which task involves organizing the input data into a format suitable for building a machine learning model?
Which task involves organizing the input data into a format suitable for building a machine learning model?
- Running a machine learning project
- Trust and explainability
- Prediction Clustering
- Data Preparation (correct)
What is the main focus of classifying current events in the context of machine learning?
What is the main focus of classifying current events in the context of machine learning?
- Organizing big data
- Categorizing incoming data into predefined classes (correct)
- Grouping similar data points together
- Determining future outcomes
Which aspect of machine learning involves using algorithms to make predictions on future or unseen data?
Which aspect of machine learning involves using algorithms to make predictions on future or unseen data?
- Artificial neural networks / deep learning (correct)
- Natural language processing
- Hyperparameter tuning and optimisation
- Prediction Clustering
What is the goal of dimensionality reduction in data mining?
What is the goal of dimensionality reduction in data mining?
Which technique focuses on fine-tuning the parameters of a machine learning model to enhance its performance?
Which technique focuses on fine-tuning the parameters of a machine learning model to enhance its performance?
In the context of data mining, what is the primary function of artificial neural networks and deep learning models?
In the context of data mining, what is the primary function of artificial neural networks and deep learning models?
What is the main focus of machine learning?
What is the main focus of machine learning?
In machine learning, what determines the functionality of a system?
In machine learning, what determines the functionality of a system?
How are future events predicted in machine learning?
How are future events predicted in machine learning?
What is the primary purpose of classifying current events in machine learning?
What is the primary purpose of classifying current events in machine learning?
In machine learning, what is a 'task' typically defined in terms of?
In machine learning, what is a 'task' typically defined in terms of?
What distinguishes machine learning from traditional software development?
What distinguishes machine learning from traditional software development?
What is a variable in the context of data mining?
What is a variable in the context of data mining?
Which of the following is an example of a numeric variable?
Which of the following is an example of a numeric variable?
What is a key characteristic of Ordinal variables?
What is a key characteristic of Ordinal variables?
In data mining, what does CRISP-DM stand for?
In data mining, what does CRISP-DM stand for?
Which term refers to a representation of some aspect of the data, often built using machine learning techniques?
Which term refers to a representation of some aspect of the data, often built using machine learning techniques?
When identifying variables for a task in data mining, what is the first thing to do?
When identifying variables for a task in data mining, what is the first thing to do?
