Advanced Certificate in Streaming Data Engineering & Architecture
-- ViewingNowThe Advanced Certificate in Streaming Data Engineering & Architecture is a comprehensive course designed to meet the growing industry demand for experts who can manage and analyze real-time data. This course emphasizes the importance of streaming data architecture, data processing, and data analytics, equipping learners with essential skills for career advancement.
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โข Fundamentals of Streaming Data: Introduction to streaming data, data sources, and streaming platforms.
โข Data Ingestion and Processing: Techniques for data ingestion, processing, and real-time analytics.
โข Streaming Data Architecture: Designing and implementing streaming data architectures, including microservices and containerization.
โข Apache Kafka and Kafka Streams: Hands-on experience with Apache Kafka and Kafka Streams for stream processing.
โข Real-time Data Analytics: Real-time data analytics and visualization using tools like Apache Flink, Spark Streaming, and Grafana.
โข Data Storage and Indexing: NoSQL databases, time-series databases, and data indexing for streaming data.
โข Data Security and Compliance: Data security best practices, encryption, and compliance with GDPR and other regulations.
โข Streaming Data Integration: Integrating streaming data with batch processing and traditional data warehousing systems.
โข Machine Learning and AI with Streaming Data: Applying machine learning and AI techniques to streaming data for real-time decision making.
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