MACHINE LEARNING – BEGINNER

Categories: IT-JOB COURSES
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About Course

Duration : 3 Weeks

The Machine Learning course is designed to introduce learners to the fundamental concepts, techniques, and applications of machine learning. The course is structured into three levels—beginner, intermediate, and advanced—allowing participants to progress from basic machine learning principles to complex algorithms and real-world applications. By the end of the course, students will have the skills necessary to develop machine learning models and apply them to various problems.

What Will You Learn?

  • Introduction to Machine Learning: Understand the basics of machine learning and its significance in various domains.
  • Types of Machine Learning: Learn about supervised, unsupervised, and reinforcement learning paradigms.
  • Essential Mathematics: Review the mathematical foundations necessary for machine learning, including linear algebra and statistics.
  • Python for Machine Learning: Gain proficiency in Python and key libraries such as NumPy, Pandas, and Matplotlib.
  • Basic Algorithms: Introduction to fundamental algorithms such as linear regression and k-means clustering