There are several areas where GAAP revenue recognition can hit a snag and you can find an opportunity. Net revenue can get distorted when multiple parties transact before an end customer receives a product. Imagine that a drug manufacturer controls a distributor and the distributor increases its orders in anticipation of end customer demand. These category definition games can present traps for growth investors and potential alpha for shorts. When performance criteria change, reported revenue can become an unstable metric.
Preparing for a job interview can be a full-time job, and Data Science interviews are no different. Here are resources that can help you study and quiz your way to landing your dream data science job. Data science interviews, like other technical interviews, require plenty of preparation. There are a number of subjects that need to be covered in order to ensure you are ready for back-to-back questions on statistics, programming, and machine learning. Some data science interviews are very product and metric driven.
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