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In today's video, learn how to start using the Reddit API to mine and collect valuable data for machine learning training. Reddit is a rich source of content for various applications. The tutorial covers how to access the API and automate labeling and saving data, as demonstrated with sentiment classification for the politics subreddit. This process is simple yet powerful, requiring only a few lines of code. Visit the full project for more details.