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Machine Learning & A I with ChatGPT City Colleges’ Professional Diploma

  • The key to artificial intelligence has always been the representation
  • 30 hours of Live online training with real-time instructor-student interaction
  • All lectures recorded for revision purposes
  • 10 Weeks, 1 evening per week, 6.30 to 9.30pm
  • Flexible payment options available
  • Pay in full & get €100 off listed price
  • Starts: May 2024

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Price from €995
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Study in a classroom environment one evening a week.
Price from €1095
  • City Centre Location
  • Fully Interactive Limited Class Size
  • 10 Weeks, 1 evening per week
  • Starts: May 2024
  • 6.30 to 9.30pm
Pay in full & get €100 off listed price

Live Online

Live online training with real-time instructor-student interaction.
Price from €995
  • Live & fully online
  • Archived for review
  • 10 Weeks, 1 evening per week
  • Starts: May 2024
  • 6.30 to 9.30pm
Pay in full & get €100 off listed price

Professional Diploma in Machine Learning & A I with ChatGPT “The key to artificial intelligence has always been the representation.” —Jeff Hawkins

The simulation of human intellect by machines is known as “artificial intelligence”, machines that display human characteristics such as learning, problem-solving and decision making. AI aims to build smart machines capable of performing tasks that generally require human intelligence. AI typically refers to a broader concept where the idea is that machines can execute tasks smartly.  While machine learning is a sub field of AI  that gives machines the ability to learn and adapt through experience.

In today’s world, firms that want to gain a competitive advantage employ various kinds of artificial intelligence to better understand their consumers and to increase their knowledge of a customer’s needs.

This diploma in Machine Learning & Artificial Intelligence with Chat GPT delves into Expert systems, Machine Learning, Deep learning, Reinforcement learning, Data Mining, and Statistics. Using technologies such as Python, it walks a business through all the steps, from model training to deploying models into production that is required to begin leveraging the potential of AI. It also explores the future possibilities and challenges of AI.

AI Foundations (3 Weeks)

  • History of AI
  • Current state-art-of-the AI tools
  • Application of AI
  • Knowledge Representation and Reasoning in context to Artificial Intelligence
  • Expert Systems
  • Search Strategies in AI
  • Small live Demo of AI application
  • Introduction to Explainable AI
  • Chat GPT
  • Future of AI
  • Lab Exercise

Advanced Concepts In AI And ML (2 Weeks)

  • Theory of Types of Data
  • Exploratory Data Analysis Theory
  • Supervised and Unsupervised Learning techniques
  • Crash Course of python / Python essentials
  • Introduction to the tools like Panda’s profiling and D tale
  • Exploratory Data Analysis (Demonstrations)
  • Automated features extractions
  • Lab Exercise

Applied Machine Learning And Advance Selected Topics (2 Weeks)

  • Machine learning Algorithms
  • Evaluation of ML project
  • Deployment of the Model
  • Introduction to Deep learning
  • Introduction to reinforcement learning
  • Introduction to Model Optimization Techniques
  • Artificial Neural Networks
  • Lab Exercise

Projects (3 Weeks)

  • Sentiment Analysis (theory and practical)
  • Image Classification (theory and practical)
  • Intelligent Conversational Chatbot (theory and practical)
  • Predictive Modelling (Classification and Regression (theory and practical)
  • Lab Exercise

*Course content is indicative and subject to the student learning rate.

The assignment will require using ML algorithms. The expected outcome of the assignment is running code and accompanying report.

The prerequisite for the diploma is basic understanding of python and some familiarity with statics maths.

Course Award

A City College’s Professional Diploma Course is a focused, practical programme designed and delivered by an industry practitioner, that consolidates, upskills or reskills learners in a professional area. They are stand-alone qualifications that indicate that you have been trained in a particular area or specific subject matter.

City College Diplomas are suitable for career minded learners wishing to advance their professional skills and prospects. They are widely accepted by employers and many students are sponsored to study here by their organisation.

Corporate Training

In addition to our scheduled Professional Diploma courses, City Colleges can provide bespoke training over 3 – 4 days, please contact for further details.

Learning Outcomes

Learners will be able to illustrate how artificial intelligence, in the form of applied machine learning and deep learning, can be incorporated into their individual organizations through this curriculum. It will guide them through the process of obtaining data, utilizing it to train models, and incorporating these models into the organization’s infrastructure to reap the benefits of artificial intelligence. This credential is intended for students who come from non-cognate backgrounds and have no technical expertise, as well as those who come from cognate backgrounds but lack technical skills and knowledge.

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Diploma in Data Analytics

Diploma in Data Protection

Further Information

Please call the College on +353 1 416 0034 or email

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