Bissoy.com
Doctors Medicines MCQs Q&A

Which machine learning algorithm is commonly used for sequence prediction tasks like weather forecasting and stock price prediction?

Which machine learning algorithm is commonly used for sequence prediction tasks like weather forecasting and stock price prediction? Correct Answer Recurrent Neural Network (RNN)

Related Questions

In the following statements identify those which relate to 'Norm-Referenced Testing' (NRT). Select from the code to give your answer. 1) Covering a large domain of learning tasks with just a few items measuring specific tasks. 2) Emphasizing discrimination among individuals in terms of relative level of learning. 3) Focusing on a specified domain of learning tasks with a large number of items measuring specific tasks. 4) Interpretation requires a clearly defined group. 5) Interpretation requires a clearly defined achievement domain. 6) Emphasizing description of learning tasks which individuals can and cannot perform.
Which of the following statements differentiate teaching from learning? A) Teaching is a social act while learning is a personal act B) Teaching implies learning C) Teaching is like selling while learning is like buying D) Teaching can occur without learning taking place E) In teaching, influence is directed towards learning and learner, while in learning it is usually towards oneself Choose the correct answer from the following options:
In a group, 29 people like to watch movies, 35 people like to watch web series and 34 people like to watch YouTube videos. Also, 13 people like to watch only movies, 21 people like to watch only web series and 15 people like to watch only YouTube videos. 4 of them like to watch only movies and web series. 3 of them like to watch movies, web series and YouTube videos as well. How many people like to watch both movies and YouTube videos?
Which machine learning algorithm is commonly used for time series forecasting and predicting stock prices?
Suppose we want to design a synchronous circuit that processes a string of 0’s and 1’s. Given a string, it produces another string by replacing the first 1 in any subsequence of consecutive 1’s by a 0. Consider the following example. Input sequence: 00100011000011100 Output sequence: 00000001000001100 A Mealy Machine is a state machine where both the next state and the output are functions of the present state and the current input. The above mentioned circuit can be designed as a two-state Mealy machine. The states in the Mealy machine can be represented using Boolean values 0 and 1. We denote the current state, the next state, the next incoming bit, and the output bit of the Mealy machine by the variables s, t, b and y respectively. Assume the initial state of the Mealy machine is 0. What are the Boolean expressions corresponding to t and y in terms of s and b ?
S1:Forecasting the weather has always been a difficult business.
P :During a period of drought, streams and rivers dried up, the cattle died from thirst and were ruined.
Q :Many different things affect the weather and we have to study them carefully to make accurate forecast.
R :Ancient Egyptians had no need of weather in the Nile Valley hardly ever changes.
S :In early times, when there were no instruments, such as thermometer or the barometer, man looked for tell-tale signs in the sky.
S6:He made his forecasts by watching flights of the birds or the way smoke rose from fire.

The Proper sequence should be:
S1: Forecasting the weather has always been a difficult business.
P: During a period of drought, streams and rivers dried up, the cattle died from thirst and the crops were ruined.
Q: Many different things affect the weather and we have to study them carefully to make an accurate forecast.
R: Ancient Egyptians had no need of this weather in the Nile valley hardly ever changes.
S: In early times, when there were no instruments, such as thermometer or the barometer, man looked for tell-tale signs in the sky.
S6: He made his forecasts by watching flights of the birds or the way smoke rose from fire.

The Proper sequence should be:
Fact 1: All dogs like to run.
Fact 2: Some dogs like to swim.
Fact 3: Some dogs look like their masters.

If the first three statements are facts, which of the following statements must also be a fact?
I: All dogs who like to swim look like their masters.
II: Dogs who like to swim also like to run.
III: Dogs who like to run do not look like their masters.
According to Robert M. Gagne, which learning types precede concept learning? a) Rule learning b) Sign learning c) Problem solving learning d) Verbal association learning e) S.R Learning Choose the correct option:
Which of the following indicate the pillars of learning contained in the UNESCO Report, 1996, “Learning the Treasure Within”, a) Learning to know b) Learning to be c) Learning to do d) Learning to understand e) Learning to live together