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On February 7th and 8th, 2025, EPI Polytechnic, in collaboration with TANIT Training and Consulting, organized an exceptional training session on "Fundamentals of Deep Learning" by NVIDIA .

This training allowed participants to master the fundamental concepts of Machine Learning and Deep Learning, develop practical skills, and prepare for the official certification issued by NVIDIA . The event was a great success, with highly engaged participants achieving excellent results! The feedback was overwhelmingly positive, reflecting the quality of the training.

Training Program:

Day 1

Introduction to AI, Machine Learning, and Deep Learning

Neural Networks

Evaluation Metrics: Confusion Matrix, Recall, Precision, F1-score

Deep Learning & CNN

Libraries & Frameworks

Model Training & Parameter Optimization

Hands-on Workshops

Day 2

Transfer Learning for New Problem Adaptation

Data Augmentation Techniques & Model Deployment

Training Recurrent Neural Networks (RNN)

Long Short-Term Memory (LSTM) Networks

Model Evaluation

Hands-on Workshops

Final Exam & Certification: "Fundamentals of Deep Learning" by NVIDIA

A special thank you to our trainer, Yousri Kessentini, Certified Instructor and Ambassador at NVIDIA, for his expertise and dedication!