Fundamentals of AI and ML II
Explore core AI and machine learning principles through practical questions covering model selection, learning approaches, data challenges, and bias-variance effects. Understand how to apply these fundamentals to solve typical AWS AI Practitioner exam scenarios and build foundational knowledge essential for success.
We'll cover the following...
Question 6
A health care organization wants to develop a model to analyze X-ray images and detect early signs of pneumonia. The dataset includes thousands of labeled X-ray images, and the problem requires identifying complex patterns in the image data. Which approach is the most suitable for this problem?
A) Using decision trees for classification
B) Using convolutional neural networks (CNNs)
C) Using logistic regression on pixel values
D) Using k-nearest neighbors ...