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Use the dataset on aviation for analytics to simulate a complex real-world big data pipeline based on messaging with AWS Quicksight, Druid, NiFi, Kafka, and Hive.
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In this Talend Project, you will learn how to build an ETL pipeline in Talend Open Studio to automate the process of File Loading and Processing.
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Spark Project - Discuss real-time monitoring of taxis in a city. The real-time data streaming will be simulated using Flume. The ingestion will be done using Spark Streaming.
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Microsoft Azure Project - Use Azure text analytics cognitive service to deploy a machine learning model into Azure Databricks
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In this data science project, we will predict the credit card fraud in the transactional dataset using some of the predictive models.
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Given big data at taxi service (ride-hailing) i.e. OLA, you will learn multi-step time series forecasting and clustering with Mini-Batch K-means Algorithm on geospatial data to predict future ride requests for a particular region at a given time.
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