Diploma in Artificial Intelligencedrafted

Program Overview

This Professional Diploma in Artificial Intelligence from Dublin Business School equips learners with the skills to implement and utilize AI within their organizations. It covers Machine Learning, Data Mining, and Statistics, and provides hands-on experience through projects and code implementation. Graduates are highly employable in various industries, including software, data analytics, and healthcare. The program is part-time, lasting 12 weeks with one evening class per week.

Program Outline

Diploma in Artificial Intelligence: An Extensive Extraction

Degree Overview:

This Professional Diploma in Artificial Intelligence focuses on Machine Learning, Data Mining, and Statistics. It equips learners with the skills to implement and utilize AI within their organizations.

Objectives:

• Introduce learners to the field of Artificial Intelligence.
• Develop learners' ability to create Machine Learning models.
• Train learners to extract data and use it for model development.
• Equip learners with Python programming fundamentals and introduce them to commonly used libraries.

Outline:

• Introduction to Artificial Intelligence: History, essential characteristics, and the AI environment.
• Exploring Python: Essential skills for Machine Learning, including syntax and libraries like NumPy.
Introduction to Jupyter Notebooks.
• Statistics: Acquiring the fundamentals of statistics to understand Machine Learning model training.
• Data Mining: Using datasets to explore and prepare data for model training.
• Machine Learning: Combining statistics and data mining to train models and simulate them in a production environment.
Comparing Supervised and Unsupervised learning techniques.

Structure:

• 12 weeks, with a project assignment completed during the course.
• Designed to provide a comprehensive understanding of Artificial Intelligence and Machine Learning fundamentals.
• Utilizes various teaching methods like lectures, online tutorials, and project work.
• All course materials provided on Moodle.

Assessment:

• Project (100%) assessing knowledge of AI through application and demonstration of Machine Learning competencies.
• Project allows for development of soft skills like time management, communication, and report writing.
• Project also focuses on technical skills in Python and associated libraries.

Teaching:

• Experienced faculty with expertise in Artificial Intelligence and Machine Learning.
• Emphasis on practical, hands-on learning through projects and code implementation.
• Access to Jupyter Notebooks and Python libraries for hands-on experience.

Careers:

• Positions in software, data analytics, financial services, distribution, research and development, operations and management.
• Graduates are highly employable in various industries, including healthcare, finance, and cloud computing.

Other:

• Program is not on the National Framework of Qualifications (NFQ).
• Open days are available to provide prospective students with information and guidance.
• DBS student facilities include:
• Online Notes System (Moodle)
• DBS Library Aungier Street
• DBS Careers and Appointment Service
• Subsidised Parking
• Subsidised Student Canteen

Additional Information:

• Fee: €1,500 (includes tuition, registration, exam fees, and DBS library membership)
• Next Intake: February 2024
• Timetable: 1 evening per week, 6:15-9:30pm
• Duration: 12 weeks (part-time)
This information provides a comprehensive overview of the Diploma in Artificial Intelligence program at Dublin Business School.

The fee for the Diploma in AI is €1,500. This is inclusive of tuition, registration, exam fees and DBS library membership.