Simplified: Intro to Machine Learning

Learn what machine learning is all about in this beginner-level entry course
English
English [Auto]
Machine Learning
Applications of Machine Learning
Basics of Python in the Context of Data Science
Linear Regression
Logistic Regression
Neural Networks
Debugging a Faulty Algorithm
Regularization

Requirements

  • Pre-Calculus
  • Basic Understanding of Programming Languages & Computer Science
  • Python

Description

This is the first of a series of courses dedicated to teaching students with an understanding of basic computer science concepts and little to no pre-existing knowledge of machine learning.  Specifically, "Machine Learning Simplified" targets individuals who can't afford an expensive machine learning course and do not have the extensive pre-requisites the majority of courses require.  Why learn machine learning?  Artificial intelligence has already established itself as the future of modern society.  Experts predict that up to 20 million jobs will be lost to AI by 2030.  Therefore, to stay competitive in the constantly changing labor force, it's critical to keep up with new technology.  Machine learning, one of the biggest sectors of artificial intelligence, has shown to be a promising, newly emerging field in the tech industry.  After completing this course and the rest of the courses in the series, you will have an in-depth understanding of machine learning.

Who this course is for:

  • High school students with limited computer science knowledge
  • Individuals interested in machine learning but don't have the extensive pre-requisites other courses require
  • Students who can't afford the expensive machine learning certification courses

Course content

5 sections29 lectures1h 9m total length
  • Introduction
    01:33
  • Course Curriculum & Tips to Succeed
    02:10
  • What is Machine Learning?
    01:50
  • The Two Types of Machine Learning
    02:07
  • Installing Anaconda Navigator and Spyder
    00:30

Instructor

High School Student at the Academies of Loudoun
Jayanth Peetla
  • 4.6 Instructor Rating
  • 66 Reviews
  • 7,951 Students
  • 2 Courses

I am a rising senior enrolled at the Academies of Loudoun with an interest in machine learning and app development.  I have studied machine learning at my school and completed a machine learning course at Stanford University.  Additionally, I have successfully applied my machine learning skills in the real world in various projects.