Environmental Management Principles Answer:- Environmental management principles are a set of guidelines designed to achieve favorable environmental outcomes. These principles direct the actions of governments, industries, and individuals to mitigate environmental damage caused by activities like agriculture, mining, and industrial…
Unique Characteristics of Environmental Problems Answer:- 1. Genetic Modification of Crops 2. Waste Production 3. Population Growth 4. Water Pollution 5. Overfishing 6. Deforestation 7. Urban Sprawl 8. Acid Rain 9. Ozone Layer Depletion 10. Ocean Acidification 11. Air Pollution…
21CV753 Environmental Protection and Management (EPM) Previous Year Repeated Questions with Answers These are just most repeated questions over years and not official model question paper of VTU, you can comment any imp question if you have any Module-1 1)…
Write a note on Speech Recognition and NLP Answer:- Speech Recognition: Natural Language Processing (NLP):
Explain the LSTM working principle along with equations Answer:- Working Principle of LSTM The Long Short-Term Memory (LSTM) network is designed to learn long-term dependencies in sequential data by overcoming the vanishing gradient problem in standard RNNs. It achieves this…
Discuss bidirectional RNNs Answer:- Bidirectional Recurrent Neural Networks (BiRNNs)
Explain how the recurrent neural network (RNN) processes data sequences Answer:- Recurrent Neural Network (RNN) Data sequences :- This graph visually demonstrates the recurrent structure and flow of data within an RNN over time, showing how the hidden state at…
Write a note on support vector machines and PCA Answer:- Support Vector Machines (SVMs): Support Vector Machines are supervised learning algorithms primarily used for classification and regression tasks. SVMs work by finding a hyperplane that best separates data into different…
Explain in detail about the supervised learning approach by taking a suitable example Answer:- Supervised learning algorithms learn to map input data (x) to an output (y) using labeled examples in the training set. 5.7 Supervised Learning Algorithms with Examples:…
Define machine learning. Explain different types of ML algorithms Answer:- Machine Learning (ML) is a branch of artificial intelligence that focuses on developing algorithms and models that enable computers to learn and make decisions or predictions from data without being…
