Machine learning

Machine Learning bag code: COMSDS4315021 The Machine Learning training bag is one of the modern training bags that keep pace with the rapid developments in the fields of artificial intelligence and data analysis. This bag is designed to provide trainees with the basic knowledge and skills to understand the concepts of machine learning, its types, algorithms, and practical applications across various sectors, in addition to recognizing the relationship between machine learning and artificial intelligence. Training program data: Machine Learning Program duration: 3 training days Number of hours: 15 training hours Duration of the training day: 5 hours Target group: women and men after secondary education Program objectives: By the end of the program, the trainee will be able to: - Recognize the concept of machine learning and its importance. - Differentiate between different types of machine learning. - Understand use cases of machine learning in institutions and businesses. - Recognize the most famous machine learning algorithms. - Analyze the advantages and disadvantages of machine learning techniques. - Explore applications of machine learning in practical life. - Identify the challenges facing machine learning projects. - Understand the concept and goals of artificial intelligence. - Recognize the characteristics and determinants of artificial intelligence. - Differentiate between artificial intelligence and machine learning. Machine Learning Bag Topics: First Training Unit: The Nature of Machine Learning - Concept of machine learning. - Types of machine learning. - Use cases of machine learning. - Capabilities of machine learning. Second Training Unit: Applications of Machine Learning - Types of machine learning algorithms. - Advantages and disadvantages of machine learning. - Applications of machine learning in various fields. - Challenges of machine learning. Third Training Unit: Artificial Intelligence - Goals and determinants of artificial intelligence. - Characteristics of artificial intelligence. - The difference between artificial intelligence and machine learning. Contents of the training bag: - PowerPoint presentation: 101 slides. - Trainer’s guide: 90 pages. - Trainee’s guide: 80 pages. - Profile file: 4 pages. - Activity bag: 4 files. - Mind maps: 1. - Training images: 15 images. - Educational videos: 6 videos. - Scientific references: 3 references. - Trainee data form: 3 models. - Introductory brochure: 1. - Bag contents: 12 files. To view the training bag model, please click here.