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CSE624 Network Secilrify; (1:5; unifs) <br />This course covers key security issues in computer communication networks, Among the issues <br />to be discussed are: the security of LANs, WANs; threats to computer networks through <br />exploitation of network infrastructure design weaknesses; security flaws in the network <br />infrastructure protocols; security of content in computer network services; and risk assessment <br />and security policies. Network intrusion detection and forensics technologies, cryptographic and <br />authentication systems, capability and access control mechanisms are also discussed, including <br />new developments in Internet routing and transport protocols, secure mail, directory, and <br />multimedia multicast services. Current trends and research in security policies and technologies <br />will also be discussed. <br />C.SE628 Machine Learning for NLJ�(1;5 its <br />This course introduces students to Big Data and NLP on Cloud. It provides an overview of <br />Microsoft Azure Cloud Platform and a deeper dive of the data processing and NLP capabilities. <br />Through a combination of presentations, demos, and hand -on labs, students will learn how to <br />design data processing systems, orchestrate end -to -end data pipelines, build scalable, accurate, <br />and production -ready natural language models using cloud technologies. The latest NPL models, <br />including GPT3, BURT, etc., will be covered in this course. <br />CSE630`Data E rgineet- g4ith SQL and NoSQL;'(1.5 units}' <br />This course will teach SQL and NoSQL databases with AWS and Apache Cassandra. The first <br />part of the course will cover SQL languages and the second part will cover NoSQL, We will <br />practice how to write complex SQL queries, Apache Cassandra is a free, distributed, wide <br />column store. NoSQL database management systems are designed to handle large amounts of <br />data across many commodity servers, providing high availability with no single point of failure. <br />Cassandra supports clusters spanning multiple datacenters, with asynchronous masterless <br />replication allowing low latency operations for all clients. We will have hands-on projects about <br />the real applications. While Cassandra is a NoSQL database designed for massive data analytics, <br />Cassandra offers a limited SQL interface called CQL, that does not have a join and windows <br />function. We will integrate Spark SQL with Cassandra and run advanced SQL queries such as <br />join, window function, and nested sub -queries. We will also work on PostgreSQL, an open <br />source relational database for more advanced SQL queries that are designed to handle SQL <br />coding challenges in many of the data science and data engineering job interviews. <br />Rk632 Introdu"ctign;to'Cloudi,Computing (1.5 units) <br />This course will provide students with an overview understanding of Cloud Computing's impact, <br />the financials and an understanding of this technology, enabling students to gain both an <br />overview of its uses and some hands-on experience with it. <br />Page 58 of 65 <br />