A Basic Course in Machine Learning for All

Indian Institute of Management Bangalore via Swayam

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Overview

"Foundation of Machine Learning is a beginner-friendly course specifically designed for individuals with no engineering background. This course aims to introduce non-engineers to the core concepts of machine learning in a simple and accessible manner. Students will learn the basics of machine learning, focusing on practical applications and real-world scenarios. To gain foundational knowledge in data science and machine learning, including understanding types of data, basic principles of machine learning algorithms, and their applications.Understand basic concepts of data and machine...

Syllabus

Week 1: Introduction to Machine LearningWeek 2: Data and its importanceWeek 3: Supervised LearningWeek 4: Unsupervised LearningWeek 5: Evaluation and InterpretationWeek 6: Future Trends and Responsible AIWeek 7: Final projectSyllabus pag