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Machine Learning: The Foundations of Data Science

Machine learning is one of the fastest-growing technologies driving digital transformation across industries. This programme helps professionals understand how data science and AI can improve business performance, automate processes, and support evidence-based decision-making.

Participants will learn to:

  • Understand the core principles of machine learning and data science.
  • Learn the differences between supervised and unsupervised learning.
  • Build and evaluate machine learning models.
  • Transform raw business data into actionable insights.
  • Apply machine learning techniques to real-world business challenges.
  • Understand AI-driven decision-making and predictive analytics.
  • Explore applications in image recognition, cybersecurity, healthcare, fraud detection, and automation.
  • Develop practical skills through case studies and hands-on learning.


Subjects / Topics Offered (Programme Structure)

The programme covers the following areas:

  • Introduction to Machine Learning
  • Fundamentals of Data Science
  • Data Analytics Principles
  • Structured and Unstructured Data Processing
  • Supervised Learning
  • Unsupervised Learning
  • Machine Learning Model Building
  • Model Evaluation Techniques
  • Predictive Analytics
  • Machine Learning Applications in Business
  • Artificial Intelligence Foundations
  • Image Recognition
  • Healthcare Applications
  • Cybersecurity Applications
  • Fraud Detection
  • Business Case Studies
  • Hands-on Machine Learning Exercises.


Disciplines / Specialisations Offered

The programme integrates knowledge from multiple disciplines, including:

  • Machine Learning
  • Data Science
  • Artificial Intelligence (AI)
  • Data Analytics
  • Business Intelligence
  • Big Data
  • Predictive Analytics
  • Cybersecurity
  • Digital Transformation
  • Innovation Management.


Programme Highlights

  • Intensive 3-day executive workshop
  • Award of 2 ECTS Credits
  • Flexible online and onsite delivery
  • Qualiopi-certified professional training
  • Hands-on machine learning exercises
  • Real-world business case studies
  • Focus on AI, predictive analytics, and data-driven decision-making
  • Industry-oriented curriculum
  • Taught by expert faculty in AI, cybersecurity, and data science
  • Immediate workplace application of machine learning concepts.


Career Outcomes

After completing the programme, participants can strengthen their expertise for roles such as:

  • Machine Learning Engineer
  • Data Scientist
  • Data Analyst
  • AI Engineer
  • Business Intelligence Analyst
  • Big Data Engineer
  • Predictive Analytics Specialist
  • Data Science Consultant
  • Technology Consultant
  • AI Product Manager
  • Innovation Manager


Latest Updates

Recent programme highlights include:

  • 3-day executive workshop.
  • 2 ECTS Credits awarded upon successful completion.
  • Available in online and onsite formats.
  • Qualiopi-certified executive education programme.
  • Updated curriculum covering supervised and unsupervised learning, predictive analytics, AI foundations, fraud detection, image recognition, healthcare applications, cybersecurity, and business data science.


Special Requirements

Applicants should note the following:

  • Submission of a completed application.
  • Required supporting documents.
  • Admission interview (approximately 15 minutes).
  • Payment of application, registration, or tuition fees upon acceptance.
  • The programme is primarily intended for professionals and learners interested in machine learning, AI, big data, and data science applications.