ROUND 1

What breakthrough technology is making headlines in 2024 for revolutionizing energy storage?

• Quantum Computing

• Graphene Batteries

• Holographic Displays

• 5G Networks

In 2024, a new programming language gained popularity for its efficiency in developing decentralized applications (DApps). What is it called?

• SolanaScript

• Ethereum++

• CardanoScript

• WebAssembly

Which space agency successfully launched the first mission to explore a distant exoplanet in 2024?

• NASA

• ESA (European Space Agency)

• ISRO (Indian Space Research Organisation)

• CNSA (China National Space Administration)

What is the latest advancement in artificial intelligence that gained attention in 2024, allowing machines to understand and generate human-like emotions?

• Quantum Machine Learning

• Emotion-Aware AI

• Generative Adversarial Networks (GANs)

• Emotional Intelligence Markup Language (EIML)

In the field of cybersecurity, what technique became crucial for protecting systems from quantum attacks in 2024?

• Quantum Key Distribution (QKD)

• Blockchain Encryption

• Neural Network Firewalls

• Advanced Persistent Threat (APT) Detection

Which algorithm is commonly used for binary classification tasks, such as spam detection or medical diagnosis?

• K-Means

• Random Forest

• Support Vector Machine (SVM)

• Principal Component Analysis (PCA)

What is the purpose of the activation function in a neural network?

• Initialize weights

• Normalize input data

• Introduce non-linearity

• Adjust learning rate

In reinforcement learning, what term describes the agent's strategy for selecting actions to maximize cumulative rewards over time?

• Policy

• Gradient Descent

• Loss Function

• Epoch

Which type of learning algorithm aims to mimic the decision-making process of the human brain and is often used in pattern recognition tasks?

• Supervised Learning

• Unsupervised Learning

• Reinforcement Learning

• Neural Networks

What metric is commonly used to evaluate the performance of a regression model by measuring the average absolute difference between predicted and actual values?

• Mean Squared Error (MSE)

• R-squared

• Mean Absolute Error (MAE)

• Precision-Recall Curve