Brief Course Description
1. Course Title:
Machine Learning
2. Language of Instruction:
Tiếng Việt
3. Course Code:
INT547034
4. Credits:
3
5. Course Objectives:
"The Machine Learning course provides students with fundamental and advanced knowledge of machine learning methods and algorithms. Students will:
Understand key concepts of machine learning, including supervised, unsupervised, and reinforcement learning.
Master common algorithms such as regression, decision trees, SVM, artificial neural networks, and deep learning.
Practice implementing machine learning algorithms using tools and libraries such as scikit-learn, TensorFlow, and PyTorch.
Apply machine learning to solve practical problems in fields like computer vision, natural language processing, and data analytics.
Develop the ability to evaluate model performance and optimize for maximum efficiency."
6. Brief Description of Course Content:
This course provides students with the basic and fundamental knowledge of machine learning such as classification algorithms, grouping, neural networks, deep learning, supervised learning, reinforcement learning and the application of algorithms to solve problems. practical problems and especially in the field of Robots and AI.