In deep learning, which type of neural network is most suitable for sequential data like time series?
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.
PM-Suraj' national portal aims to provide credit support to one lakh entrepreneurs from communities across the society, it is implemented by _____.
Which of the following ministries is responsible for governing Indira Awaas Yojana ?
Where was the Guinness World Record in Kabaddi held recently with the participation of 128 players?
According to the World Happiness Report, 2024, where is India ranked among 146 countries?
Where has Asia's largest tulip garden been opened recently?
The UN Security Council passed a resolution calling for an immediate ceasefire in Gaza on March 25, 2024. Which countries are involved in the conflict?...
Which state emerged as the undisputed overall champion at the first-ever Beach Games 2024 held in Diu?
The Global Spirituality Festival 2024 will be organized from March 14-17 at the world's largest meditation centre, Kanha Shanti Vanam, ___.
Recently the International Narcotics Control Board has highlighted the availability of drugs in the illicit market due to drug trafficking. In which yea...
Which state recently launched Shiksha Reform, an online learning platform that equips students with technical skills?