Foundations Of Machine Learning

COURSE DESCRIPTION

The Foundations of Machine Learning course at Mizan Institute of Technology (MiT) provides a comprehensive introduction to the world of machine learning. You'll gain a solid understanding of key concepts, data cleaning techniques, and the fundamentals needed to build robust and effective machine learning models.

CERTIFICATION

Upon successful completion of the course and passing the final assessment, you will receive a Mizan Institute of Technology (MiT) Certificate in Foundations of Machine Learning. This certification demonstrates your proficiency in the core principles, data preparation techniques, and foundational knowledge required to excel in the field of machine learning.

LEARNING OUTCOMES

• Understand the core principles and applications of machine learning
• Learn how to properly clean and prepare data for machine learning tasks
• Explore techniques for handling missing values, outliers, and ensuring data consistency
• Discover the importance of data quality and its impact on model performance
• Develop the skills to preprocess and transform data for effective model building
• Gain practical experience in applying machine learning concepts to real-world problems
• Build a strong foundation for advanced machine learning topics and techniques