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What is ImageNet? ImageNet is a project aimed at (manually) labeling and categorizing images into almost 22,000 separate object categories for...
What are you under by the vanishing gradient problem and how can we solve that? The problem: As more layers using specific activation functions are...
What are upsampling and downsampling with examples? The classification data set with skewed class proportions is called an imbalanced data...
What are binomial distribution and polynomial distribution? Binomial Distribution: A binomial distribution can be thought of as simply the probability...
What is the difference between Type 1 and Type 2 errors and the severity of the error? Type I Error: A Type I error is often referred to as a “false...
What do you do if there are outliers? The following are the approaches to handling the outliers: Drop the outlier records. Assign a new value: If an...