Click-Through Rate Prediction
Click-through rate (CTR) prediction is probably the most essential Data Science problem any online advertising company faces. The task is to estimate the probability that an impression with a certain set of features such as teaser text & image, weekday, placement, etc. will lead to a reader’s click.