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Courses

  • Neural Networks and Deep Learning (10240)
    • תקציר הקורס:

    Abstract:

    The ability to process large quantities of data and to efficiently conclude from it is critical for coping with the “big” data generated by the information revolution. Machines that learns patterns and predict from data, proved useful in Business Intelligence (BI), Computerized vision (e.g. autonomous cars), Speech recognition, Image, video and text generation, Fraud Detection and Cyber security. Deep learning using such networks is probably one of the most successful machine learning technologies in recent years with applications that span across. many domains. In this course students will learn the principles of using such brain inspired networks for machine learning and will practice programming small projects.
  • Engineering Software Applications Matlab (10336)
    • תקציר הקורס:

    Abstract:

    It covers basic arithmetic operations using matrices and func tions, graphics.
  • Data Structures and Algorithms (10805)
    • תקציר הקורס:

    Abstract:

    • Recursion, Sorting and Searching collections, Complexity of Algorithms, graph theory. Data analysis and data processing with python pandas package.
  • Object Oriented And Design Programming (10806)
    • תקציר הקורס:

    Abstract:

    Exceptions, Classes and Objects, Methods, Inheritance, Override, Polymorphism, Graphical User Interface, Events.
  • Introduction To Programming Python (10812)
    • תקציר הקורס:

    Abstract:

    By the end of this course, the students will be able to translate a computational problem into a computer program that solves it. This will be achieved using fundamental programming principles, such as algorithm flow-charts, condition and iteration structures, f?unction and subroutines recursion and programming complexity.
  • Workshop Matlab (20120)
    • תקציר הקורס:

    Abstract:

    We cover basic arithmetic operations using matrices and f?unctions, graphics, and numerical analysis. Hands-on practice is provided.
  • Python Workshop (20121)
    • תקציר הקורס:

    Abstract:

    It covers basic arithmetic operations using libraries and f?unctions.

    Hands-on practice will be provided.