Welcome to the Comprehensive Machine Learning course! In this immersive journey, you’ll delve into the fascinating world of machine learning, where algorithms and data come together to enable computers to learn and make intelligent decisions. This course is designed to provide you with a strong foundation in the theories, techniques, and practical applications of machine learning.
At the end of this course every student will comfortably be able to:
- Gain hands-on experience in preprocessing and exploring diverse types of data.
- Learn about a wide array of machine learning algorithms, from basic to advanced.
- Explore methods for model evaluation, selection, and fine-tuning.
- Develop the ability to implement machine learning projects using popular libraries and frameworks.
ASSESSMENT AND GRADING
- Weekly quizzes to reinforce concepts
- Hands-on coding assignments implementing algorithms
- Mid-term and final projects applying machine learning techniques to real-world problems
- Class participation in discussions and ethical debates