- Cloud Based Data Engineering (40246)
תקציר הקורס:
Abstract:
Recently, the term “Big Data” has become an important keyword:
huge amounts of data compiled by businesses, scientific applications, government agencies and social applications. This data can be used to gain new insights for decision support, scientific insights, advertising or just plain entertainment. This course introduces various aspects of data engineering and cloud-based non-relational (noSQL) databases.
The course introduces various platforms and architectures for problem solving with an emphasis on storing huge data.
The course highlights the differences between a data-engineer and a data-scientist.
- Data Communication And Computer Network Management (40247)
תקציר הקורס:
Abstract:
Computer communication is a rapidly evolving field in recent years. Every action in our lives is made over the internet: sending an email, cell phone, browsing a browser, wireless internet, and more. In this course we will review the common communication model OSI and network architectures, we will get acquainted with common communication protocols (HTTP, TCP / IP, UDP) and we will examine different routing algorithms for communication networks. The course combines both a theoretical part and a practical part for the implementation of various protocols / communication models.
- Machine Learning and Business Analytics (40252)
תקציר הקורס:
Abstract:
This course is an advanced machine algorithm course that combines optimization with advanced learning. The purpose of the course is a broad introduction to existing learning models and adaptation to solving a business problem, during which deterministic versus stochastic learning models are studied. The course is delivered in the PBL - Project Based Learning methodology and requires students to do both practical and theoretical work.