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Machine Learning Fundamentals [Python]
Rating: 4.3 out of 5(190 ratings)
12,609 students

Machine Learning Fundamentals [Python]

Understanding Machine Learning for Data Science in python. Best skill to get in free time.
Created byRishi Bansal
Last updated 7/2020
English

What you'll learn

  • What is basically Machine Learning? How Machine Learns?
  • Learn the most Basic Mathematics behind Simple Linear Regression and its Best fit line.
  • What is Gradient Descent, how it works Internally with full Mathematical explanation.

Course content

2 sections • 9 lectures • 59m total length

  • What is Machine Learning?11:41
  • Types of Machine Learning7:25
  • Supervised Learning8:52

    Explore supervised learning by distinguishing inputs and labels, training with features to predict outputs, and applying regression and classification tasks such as house prices and spam detection.

Requirements

  • For Machine Learning Concept no prerequisite. Anyone can do this course.
  • Understanding of Data Preprocessing is required for Coding.
  • After completing this course, you can connect to me on my blog for any question.
  • Python is required to do the coding part

Description

This course is designed to understand basic Concept of Machine Learning.  Anyone can opt for this course. No prior understanding of Machine Learning is required.  Simple Linear Regression Concepts are covered in detail. Coding part is not covered, however wherever possible I have attached the code in the resources.


Now question is why this course?

This Course will not only teach you the basics of Machine learning and Simple Linear Regression. It will also cover in depth mathematical explanation of Cost function and use of Gradient Descent for Simple Linear Regression. Understanding these is must for a solid foundation before entering into Machine Learning World. This foundation will help you to understand all other algorithms and mathematics behind it.

Who this course is for:

  • Anyone who is looking or dont know from where to start Machine Learning can opt for this course.
  • This will provide a good foundation in understanding concept of Machine Learning.

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