The dataset contains transactions made by credit cards, they are labeled as fraudulent or genuine. This is important for companies that have transaction systems to build a model for detecting fraudulent activities.
12.2 Data Science Project Idea: Implement different algorithms like decision trees, logistic regression, and artificial neural networks to see which gives better accuracy. Compare the results of each algorithm and understand the behavior of models.
13 Chatbot Intents Dataset
The dataset is a JSON file that contains different tags like greetings, goodbye, hospital_search, pharmacy_search, etc. Each tag contains a list of patterns a user can ask and the responses a chatbot can respond according to that pattern. The dataset is good for understanding how chatbot data works.
13.1 Data Link: Intents JSON Dataset
13.2 Data Science Project Idea: Tweak and expand the data with your observations to build and understand the working of a chatbot in organizations. A chatbot requires you to understand Natural language processing concepts.
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