17 Questions
What is the primary reason why a machine learning model may not fit the data well enough?
The model or algorithm does not fit the data well enough
Which of the following is NOT an example of how machine learning can transform processes previously only possible for humans?
Predicting stock market trends
What is the purpose of using validation (or testing) datasets in machine learning?
To ensure the machine learning model is interpreting the training data accurately
What is the key component of a dataset that machine learning models are trained on?
A single row of data, called an instance
What is the primary purpose of machine learning data analysis?
To continuously improve the machine learning algorithms over time
Which of the following is an example of how machine learning can be used to handle larger problems and technical questions?
Predicting natural disaster locations and timelines
What is the primary purpose of training datasets in machine learning?
To continuously refine and improve the machine learning model
Which of the following is NOT one of the six essential elements of machine learning?
Hardware
What is the role of data curation in machine learning projects?
To organize and integrate data from various sources
Which of the following is an example of a publicly available dataset resource mentioned in the text?
Kaggle Datasets
What is the significance of the task element in machine learning?
It defines the specific problem the machine learning model is trying to solve
Which of the following statements about machine learning is true?
The more data provided to the machine learning system, the faster the model can learn and improve
Which concept was introduced by Gerald DeJong in 1986 that allowed computers to discard unimportant information?
Explanation-Based Learning (EBL)
What was the main shift in machine learning approaches during the 1990's?
Shift from knowledge-driven to data-driven approach
What is the main reason why companies and governments are employing artificial intelligence measures to deal with big data?
To gather, process, communicate, and share useful information from data sets
What is the main reason behind the enormous amount of data, known as big data, becoming easily available and accessible?
Progressive use of advanced computing capabilities and cloud storage
Which algorithm was written that allowed computers to use very basic pattern recognition?
Nearest Neighbor Algorithm
Explore the significance of training datasets in machine learning and learn about the essential elements of machine learning such as data, model, loss function, and more. Understand how feeding more data into the ML system can enhance the learning process and improve the model.
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