Dear Colleagues, Dear IEEE Students, You are kindly invited to the full day AI/ML training entitled “Building Intelligent Model” with two trainer experts in this area. Please register ASAP https://forms.gle/P7ffeU6DaYjdcoKDA to save your seat because the seats are limited. This big event aims to unite students from various universities for a full day of training about AI and Machine Learning with real applications. [] This training day can provide participants with a comprehensive understanding of the foundational concepts and practical techniques in AI and machine learning. · At the end of the event, attendees should be able to: o Prepare and process data effectively for AI & machine learning tasks. o Understand and apply various AI & machine learning algorithms. o Implement AI & machine learning models using Keras. o Address key challenges in AI & machine learning. o Explore real-world applications Regards, Abdallah Kassem (on Behalf of NDU IEEE SB, IEEEE SIGHT-Lebanon, IEEE Computer Lebanon Chapter & IEEE Lebanon JT chapter CAS/PE/PEL/IE) Agenda: 8:00-8:45: Registration & refreshment 8:45-9:00: Opening Ceremony 9:00-12:00: Session 1: Data Preparation for Machine Learning 1. Introduction to Data Preparation 2. Understanding Different Types of Data 3. Data Collection and Exploration 4. Data Cleaning and Pre-processing 5. Data Transformation Techniques 6. Splitting the Data for Training and Testing 12:00-13:00 Lunch Break 13:00-16:00: Session 2: Introduction to Machine Learning 1. Introduction 2. Supervised Learning (K-NN, SVM, …) 3. Unsupervised Learning (Kmeans, …) 4. Practical Examples of Supervised and Unsupervised Learning 5. Key Challenges in Machine Learning 6. Real-world Applications of Supervised and Unsupervised Learning Bldg: Conference Room, Notre Dame University, Barsa, Koura, Lebanon, Lebanon, 0000