Data Science and Computational Intelligence [MSc]

This master’s course aims to respond to the demand for data scientists with the skills to develop innovative computational intelligence applications, capable of analysing large amounts of complex data to inform businesses decisions and market strategies.

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    ABOUT PROGRAMME

    Data Science and Computational Intelligence MSc

    Overview

    This master’s course aims to respond to the demand for data scientists with the skills to develop innovative computational intelligence applications, capable of analysing large amounts of complex data to inform businesses decisions and market strategies.

    Multidisciplinary content covers machine learning, neural networks, big data analysis, information retrieval, fuzzy systems and evolutionary computation. You will have opportunities to undertake practical projects, applying your learning to real-life problems in business, finance, security, industry control, engineering, natural language processing, information retrieval and bioinformatics.

    Coventry University offers chances to learn alongside active researchers in areas such as pervasive computing, distributed computing and application, as well as innovative applications for interactive virtual worlds.

    Course information

    Big data processing and information retrieval drives some of the world most successful and high-tech businesses; from well-known companies like Google and Twitter, to specialist medical informatics providers and even space exploration.

    The main theme throughout this course is automatic big data processing and information retrieval through machine learning, neural network and evolutionary computing. We aim to cover how to apply cutting-edge machine learning techniques to analyse big datasets, assess the statistical significance of data mining results and perform advanced data mining tasks.

    We will introduce you to important frameworks which may include Hadoop Map Reduce, Spark, applications of relational databases and NoSQL databases in combination with easy to use and powerful development tools such as Scala, Python, Matlab and R. We will look at emerging theories, practices, approaches and management of distributed and intelligent computing systems, examining a wide range of case studies to see how applications have been developed and for what purposes, such as steganography detection system for colour stego images.

    The focus of the MSc Data Science and Computational Intelligence course is on applications of data science methods and tools, combined with computational intelligence techniques for data-driven problem solving including the analysis, interpretation and visualisation of complex data, which is in increasing demand in fields such as marketing, pharmaceutics, finance, transportation, medicine, and management.

    A unique aspect of this course is the delivery through a wide range of activities and problem based learning in the context of the current research or industry consultancy projects, conducted by the academics responsible for teaching on this course. Please note, staff may be subject to change.

    PROGRAM PERIOD

    • 1 Year

    REQUIRED DOCUMENTS FOR THE ASSESSMENT

    • Passport Size Photo
    • Original Passport Front Page
    • O/l Certificate Original
    • A/l Certificate Original
    • Original Degree Certificate
    • Original Degree Transcript
    • Bio Data ( Cv )
    • Sop (statement Of Purpose)

    VISA PROCESSING DOCUMENTS

    • Passport Size Photo
    • Original Passport Front Page
    • O/l Certificate Original
    • O/l Certificate Certified By Ministry Of Foreign Affairs
    • A/l Certificate Original
    • A/l Certificate Certified By Ministry Of Foreign Affairs
    • Original Degree Certificate
    • Original Degree Certificate Certified By Ministry Of Foreign Affairs
    • Original Degree Transcript
    • Original Degree Transcript Certificate Certified By Ministry Of Foreign Affairs
    • Birth Certificate English Translate
    • Birth Certificate English Translate Certificate Certified By Ministry Of Foreign Affairs
    • Bank Balance Confirmation Letter
    • Bank Balance Confirmation Letter & Financial Documents
    • Sos Fund Document
    • Bio Data ( Cv )
    • Cas Letter (uk)
    • Letter Of Unconditional Offer (luo)

     

    University

    Coventry University

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