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APIs Understanding how to interact with Application Programming Interfaces (APIs) to gather data from external sources. Data Streaming Learning about real-time data collection methods using tools like ApacheKafka and Amazon Kinesis. Once data is collected, it needs to be stored efficiently.
Here are some project ideas suitable for students interested in big data analytics with Python: 1. Kaggle datasets) and use Python’s Pandas library to perform data cleaning, datawrangling, and exploratory data analysis (EDA). Implement real-time analytics to monitor trends or anomalies in the data.
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