Question
In deep learning, which type of neural network is most
suitable for sequential data like time series?Solution
Correct Option: Recurrent Neural Networks (RNNs) (C) are designed for handling sequential data by maintaining a memory of previous inputs, making them ideal for time series and sequence-based problems. Why Other Options Are Wrong: A) CNNs: Convolutional Neural Networks are mainly used for image processing tasks and are not suitable for sequential data. B) FNNs: Feedforward networks do not have memory, making them unsuitable for sequential data where prior inputs are important. D) GANs: GANs are used for generating new data based on learned distributions, not for processing sequences. E) RBFNs: These are used in certain kinds of regression and classification tasks, but they do not excel at handling sequential or time-series data.
Select the option that represents the letters that when sequentially placed from left to right in the blanks below, will complete the letter series.
...Select the option that represents the letters that, when placed from left to right in the same sequence in the blanks below, will complete the letter se...
Select the combination of numbers that when placed sequentially in the blanks of the given series will complete the series.
a b _ d _ f g _ i _...
Select the combination of letters that when sequentially placed in the blanks of the given letter series will complete the series.
p _ _ _ q r _ ...
Select the combination of letters that when sequentially placed in the blanks of the given letter series will complete the series.
m _ _ _ n o _ ...
Select the option that represents the letters that, when sequentially placed from left to right in the blanks below, will complete the letter series.
RQP, ONM, ____, IHG, FED, find the missing letters
Select the combination of letters that when sequentially placed in the blanks of the given series will complete the series.
G _ I _ K G H I _ K _ _ _ J K
Select the letter-cluster from among the given options that can replace the question mark (?) in the following series.
OA, LG, IM, FS, (?)
...Select the combination of letters that when sequentially placed in the blanks of the given letter series will complete the series.
g _ _ _ h i _ ...
