Studyportals

Data Science and Artificial Intelligence

Data ScienceTech Institute

M.Sc.
12 months
Duration
14500 EUR/year
14500 EUR/year
Unknown
Tuition fee
Passed
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About

This Data Science and Artificial Intelligence programme at Data ScienceTech Institute, with its two entries in Autumn and Spring, is a programme designed to bring students to the scientific heart of Data Science and Artificial Intelligence.

Overview

This Data Science and Artificial Intelligence programme at Data ScienceTech Institute is “depth-first” in applied mathematics and their implementation, led by Professors from the “French School of Mathematics”. It aims to give students a deep understanding of the main scientific grounds for artificial intelligence techniques, centred on modelling and then implementing rather than surveying data science APIs & frameworks.

Prospective students seeking for an IT-focused, “breadth-first” through programming frameworks, should be looking at our Applied MSc in Data Engineering for Artificial Intelligence programme instead.

In this Applied MSc programme, you will:

  • Sharpen your applied mathematics for data science and artificial intelligence;
  • Focus your learning curve on understanding the heart of artificial intelligence algorithms;
  • Operationalise your scientific skills with the analysis, design, implementation & monitoring of IT & Big Data architectures;
  • Combine science and technology in application courses & projects requiring both, for dealing with industry-grade data science;
  • Get awareness of IT project management and the legal consequences of data handling, with a pinch of ethical thinking regarding the consequences of mining (big) data.

Programme Structure

Core Data Science & Artificial Intelligence
  • Applied Mathematics for Data Science (25 hrs) - 1 ECTS
  • Foundations of Statistical Analysis & Machine Learning Part 1 (25 hrs) - 1 ECTS
  • Foundations of Statistical Analysis & Machine Learning Part 2 (40 hrs) - 1 ECTS
  • Continuous Optimisation (25 hrs) - 2 ECTS
  • Artificial Neural Networks (25 hrs) - 1 ECTS
  • SAS "The SAS Ecosystem DSTI Chair" (25 hrs) - 2 ECTS
  • Time-Series Analysis (25 hrs) - 2 ECTS
Applied Data Science & Artificial Intelligence 
  • Agent- Based Modeling (25 hrs) - 1 ECTS
  • Metaheuristic Optimisation (25 hrs) - 1 ECTS
  • Inverse Problems & Data Assimilation (25 hrs) - 2 ECTS
  • Semantic Web Technologies for Data Science Developments (25 hrs) - 1 ECTS
  • Advanced Statistical Analysis & Machine Learning (35 hrs) - 2 ECTS)
  • Survival Analysis using R (25 hrs) - 1 ECTS
  • Statistical Analysis of Massive and High Dimensional Data (25 hrs) - 1 ECTS
  • Deep Learning with Python (25 hrs) - 2 ECTS
Core Data Engineering
  • Software Engineering Part 1 (25 hrs) - 1 ECTS
  • Data Wrangling with SQL (25 hrs) - 1 ECTS
  • Software Engineering Part 2 (25 hrs) - 1 ECTS
  • Amazon AWS "Cloud-Computing DSTI Chair" (50 hrs) - 3 ECTS
  • The Hadoop & SPARK ecosystem (50 hrs) - 3 ECTS
Management, Ethics & Law
  • Data Laws & Regulations - Philosophies, Geopolitics & Ethics (25 hrs) - 1 ECTS
  • IT Project Management: PMP-PMI and Agile approaches (25 hrs) - 1 ECTS

Key information

Duration

  • Full-time
    • 12 months

Start dates & application deadlines

Language

English

Credits

60 ECTS

Delivered

On Campus, Blended, Online

Academic requirements

We are not aware of any academic requirements for this programme.

English requirements

We are not aware of any English requirements for this programme.

Other requirements

General requirements

  • You will need to provide the usual registry data: your CV and a cover letter.
  • Your English proficiency will be assessed by your understanding during the admission interview. You are also free and welcome to provide any English proficiency test that you may have taken.
  • You may also submit as many recommendation letters as you wish to.

Tuition Fee

  • International

    14500 EUR/year
    Tuition Fee
    Based on the original amount of 14500 EUR per year and a duration of 12 months.
  • EU/EEA

    14500 EUR/year
    Tuition Fee
    Based on the original amount of 14500 EUR per year and a duration of 12 months.

Funding

Studyportals Tip: Students can search online for independent or external scholarships that can help fund their studies. Check the scholarships to see whether you are eligible to apply. Many scholarships are either merit-based or needs-based.

Fresh content

Updated in the last 6 months

Check the official programme website for potential updates.

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Data Science and Artificial Intelligence
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