Professional Certificate in Data Engineering in IoT
-- ViewingNowThe Professional Certificate in Data Engineering in IoT is a comprehensive course that equips learners with essential skills for career advancement in the rapidly growing field of IoT. This program emphasizes the importance of data engineering, a critical component in IoT systems, where vast amounts of data are generated and must be processed, stored, and analyzed effectively.
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โข Introduction to Data Engineering in IoT: Understanding the data engineering landscape in IoT, data lifecycle, data acquisition, processing, and storage.
โข Data Architecture and Design: Designing data pipelines, data warehousing, and data lake solutions for IoT data.
โข Big Data Processing: Handling big data with Apache Hadoop, Spark, and Flink for IoT data processing.
โข Real-time Data Streaming: Implementing real-time data streaming using Apache Kafka, Storm, and Heron for IoT applications.
โข Data Visualization: Visualizing IoT data using tools such as Tableau, Power BI, and Grafana.
โข Machine Learning for IoT: Introduction to machine learning algorithms and techniques, and applying them to IoT data.
โข Cloud Computing for IoT: Leveraging cloud platforms such as AWS, Azure, and Google Cloud for IoT data engineering.
โข Data Security and Privacy: Ensuring data security and privacy in IoT data engineering.
โข Data Governance and Compliance: Implementing data governance policies and complying with regulations in IoT data engineering.
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