The course "YARN MapReduce Architecture and Advanced Programming" provides an in-depth understanding of YARN and MapReduce architectures, focusing on their components and capabilities. Students will explore the MapReduce programming model and learn essential optimization techniques such as combiners, partitioners, and compression to improve job performance. The course covers … [Read more...] about YARN MapReduce Architecture and Advanced Programming
Data Management
Strategic Info Systems: Planning & Business Alignment
This course introduces key project management principles for IT systems development. You'll learn about project planning, scope management, Agile methodologies, and creating project charters and management plans. Emphasis is placed on aligning projects with business goals and managing requirements to ensure successful outcomes … [Read more...] about Strategic Info Systems: Planning & Business Alignment
Business Intelligence with SQLServer: Create SQL Reports
In this 1.5 hour project-based course, you will learn how to use SQL (structured query language) to join tables, aggregate related data and derive business intelligence. We will do this by analyzing the historical data of a medical specimen pickup service. Learners will take on the role of an intermediate level database developer to join tables and aggregate related data for … [Read more...] about Business Intelligence with SQLServer: Create SQL Reports
Reliability, Cloud Computing and Machine Learning
The course "Reliability, Cloud Computing and Machine Learning" explores advanced distributed database concepts, focusing on transaction management, reliability protocols, and data warehousing, while also diving deeper into cloud computing and machine learning. You will develop a solid understanding of transaction principles, concurrency control methods, and how to ensure … [Read more...] about Reliability, Cloud Computing and Machine Learning
Azure SQL Data Warehouse Synapse Analytics Service
Unlock the potential of cloud data warehousing with Azure Synapse Analytics. This course begins by introducing the core concepts of cloud-based warehousing, highlighting the advantages over traditional systems. You will gain insights into Synapse Analytics' unified approach to data, enabling you to manage SQL and Spark workloads with ease, all while streamlining analytics and … [Read more...] about Azure SQL Data Warehouse Synapse Analytics Service
