WorksheetsTechTrain 2023 Spring
Total questions: 19
Worksheet time: 10mins
Which of the following is a popular programming language for building AI systems?
Java
C#
Python
Ruby
Which of the following is not a type of machine learning?
Supervised learning
Unsupervised learning
Reinforcement learning
Encrypted learning
What is the name of the AI system developed by Google that beat a world champion in the board game Go?
AlphaGo
Watson
Deep Blue
Siri
Which of the following is not an application of AI?
Natural Language Processing
Facial Recognition
Autonomous Driving
Deep Sea Diving
Which of the following is a type of reinforcement learning algorithm?
Q-learning
Gradient descent
Random forest
Linear regression
Which of the following is not a type of neural network?
Convolutional Neural Network
Recurrent Neural Network
Feedforward Neural Network
Linear Regression Neural Network
Which of the following is a popular open-source platform for building ML models?
R
SAS
SPSS
Apache Spark
Which of the following is not a form of data used in ML?
Structured data
Semi-structured data
Unstructured data
Encrypted data
What is the name of the AI system developed by IBM that won Jeopardy! in 2011?
AlphaGo
Watson
Deep Blue
Siri
Which of the following is not a popular deep learning framework?
TensorFlow
Keras
PyTorch
Caffe
What is the name of the popular dataset used for computer vision tasks?
CIFAR-10
MNIST
IMDB
Wine quality
Which of the following is not a type of clustering algorithm?
K-means clustering
Hierarchical clustering
Naive Bayes clustering
DBSCAN clustering
Which type of machine learning algorithm is based on decision trees?
K-Nearest Neighbors
Naive Bayes
Support Vector Machines
Random Forests
Which of the following is not a type of decision tree algorithm?
CART
ID3
C4.5
SVM
What is the main objective of unsupervised learning?
To learn from labeled data
To learn from feedback
To find patterns in data
To predict outcomes
Which of the following is not a popular method for evaluating the performance of an ML model?
Precision-Recall curve
Confusion matrix
ROC curve
Simpson's Paradox
Which one of the following is a supervised learning algorithm?
K-Means Clustering
Principal Component Analysis
Linear Regression
None of the above
Which one of the following is NOT a subfield of AI?
Natural Language Processing
Computer Vision
Machine Learning
None of the above
What is the most common evaluation metric for classification models?
Mean Absolute Error
Root Mean Squared Error
F1 Score
R-Squared
