10 Questions
What is the primary characteristic of a deep learning model?
It requires more data points to improve accuracy
What is the main difference between supervised and unsupervised learning?
Supervised learning uses labeled inputs and outputs, whereas unsupervised learning uses unlabeled data
What is the purpose of machine learning?
To make predictions that minimize errors
What is the process of arranging large textual data to extract relevant information?
Text Mining
What is the trend observed in the words selected for the three topics - inflation, growth, and uncertainty?
The share of inflation and growth topics has increased
What is the purpose of sentiment analysis?
To determine the overall sentiment associated with MPR
What is the advantage of using machine learning-based techniques over traditional ones in forecasting inflation?
They provide performance gains
What is the characteristic of a neural network that can be considered a deep learning algorithm?
It has more than three layers, including the inputs and the output
What is the purpose of machine learning in the context of RBI?
To summarize various non-linear relationships in the data
What is the observation about inflation-related topics in the RBI data?
They have been discussed more frequently
This quiz covers the basics of data structure, types of data analytics, and its importance in problem-solving and decision-making. It also explores the differences between data analysis and data analytics.
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