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Explainability in Deep Learning: Demystifying Black-Box Models

 21 Hours

This instructor-led, live training in Ireland (online or onsite) is aimed at advanced-level professionals who wish to explore state-of-the-art XAI techniques for deep learning models, with a focus on building interpretable AI systems.

By the end of this training, participants will be able to:

  • Understand the challenges of explainability in deep learning.
  • Implement advanced XAI techniques for neural networks.
  • Interpret decisions made by deep learning models.
  • Evaluate the trade-offs between performance and transparency.
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Applied AI from Scratch in Python

 28 Hours
This practical training in Ireland helps programmers build AI models from scratch using Python. You will master supervised learning, neural networks, and unsupervised techniques using scikit-learn and Apache Spark. It focuses on hands-on Jupyter exercises for real-world problem solving.
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Deep Reinforcement Learning with Python

 21 Hours
This instructor-led training in Ireland covers the theoretical foundations and practical implementation of Deep Reinforcement Learning using Python. Participants will build and train DRL agents with TensorFlow or PyTorch, applying key algorithms like DQN and PPO to solve complex real-world problems.
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Artificial Intelligence (AI) Overview

 7 Hours
An introductory training in Ireland exploring AI fundamentals, from intelligent agents to machine learning. It equips executives and architects to assess emerging AI trends, integrate practical solutions, and accelerate business agility through automated strategies.
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Artificial Intelligence (AI) in Automotive

 14 Hours
Explore how Machine Learning and Deep Learning transform the automotive sector. This Ireland course covers core concepts from simple automation to autonomous decision-making, including neural networks and practical TensorFlow examples for real-world applications.
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Artificial Neural Networks, Machine Learning, Deep Thinking

 21 Hours
This three-day program in Ireland covers the theory and practice of Artificial Neural Networks, Machine Learning, and Deep Learning. Participants will explore network architectures, learning mechanisms, and mathematical foundations, moving from basic perceptrons to advanced deep learning techniques.
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Pattern Recognition

 21 Hours

This instructor-led, live training in Ireland (online or onsite) provides an introduction into the field of pattern recognition and machine learning. It touches on practical applications in statistics, computer science, signal processing, computer vision, data mining, and bioinformatics.

By the end of this training, participants will be able to:

  • Apply core statistical methods to pattern recognition.
  • Use key models like neural networks and kernel methods for data analysis.
  • Implement advanced techniques for complex problem-solving.
  • Improve prediction accuracy by combining different models.
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Introduction to the Use of Neural Networks

 7 Hours
This introduction covers the basics of neural networks in Ireland, exploring AI fundamentals, neuron concepts, activation functions, and network construction. Participants learn backpropagation, training algorithms, and real-world applications like stock prediction.
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Understanding Deep Neural Networks

 35 Hours
This 35-hour course in Ireland covers deep neural network fundamentals, including CNNs, RNNs, and generative models like GANs. Participants gain hands-on experience with Theano and TensorFlow, learning to build, train, and deploy production-grade deep learning models for real-world applications.
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Testimonials (4)

Getting people that never used AI some repetition in prompting and people that do use AI to consider different methods to using it.

Matthew Gay - Tarsus Pharmaceuticals

Course - Artificial Intelligence (AI) Overview

Working from first principles in a focused way, and moving to applying case studies within the same day

Maggie Webb - Department of Jobs, Regions, and Precincts

Course - Artificial Neural Networks, Machine Learning, Deep Thinking

It felt like we were going through directly relevant information at a good pace (i.e. no filler material)

Maggie Webb - Department of Jobs, Regions, and Precincts

Course - Introduction to the use of neural networks

That it was applying real company data. Trainer had a very good approach by making trainees participate and compete

Jimena Esquivel - Zaklad Uslugowy Hakoman Andrzej Cybulski

Course - Applied AI from Scratch in Python

Provisonal Upcoming Courses (Contact Us For More Information)

Understanding Deep Neural Networks

2026-10-13 09:30
35 hours
Online

Pattern Recognition

2026-10-27 09:30
21 hours
Online

Explainability in Deep Learning: Demystifying Black-Box Models

2026-11-10 09:30
21 hours
Online

Introduction to the Use of Neural Networks

2026-11-24 09:30
7 hours
Online

Introduction to the Use of Neural Networks

2026-12-08 09:30
7 hours
Online

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