This beginner-level machine learning course covers the fundamental topics for coders aspiring to become ML engineers.
Beginner
18 Lessons
4h
Certificate of Completion
This beginner-level machine learning course covers the fundamental topics for coders aspiring to become ML engineers.
AI-POWERED
AI-POWERED
This course includes
This course includes
Course Overview
This course explains machine learning for absolute beginners by building a visual understanding of the underlying concepts. It covers some foundational mathematics behind the machine learning models and then guides you in coding for models to solve real-world machine learning problems. You’ll begin by understanding the limitations of traditional coding techniques in solving machine learning problems. Next, you’ll get familiar with the machine learning process. Then, you’ll build your first machine learning...
What You'll Learn
An understanding of the fundamentals of machine learning
The ability to build the model of a simple perceptron from scratch
Hands-on experience building a multilayer neural network from single neurons
Hands-on experience solving machine learning problems such as classification, regression, and clustering using Python and sklearn
What You'll Learn
An understanding of the fundamentals of machine learning
Show more
Course Content
The Machine Learning Problem
The Machine Learning Process
From a Single Neuron to Artificial Neural Networks
Code for Machine Learning Using scikit-learn
Concluding Thoughts
Trusted by 1.4 million developers working at companies
Anthony Walker
@_webarchitect_
Emma Bostian 🐞
@EmmaBostian
Evan Dunbar
ML Engineer
Carlos Matias La Borde
Software Developer
Souvik Kundu
Front-end Developer
Vinay Krishnaiah
Software Developer
Eric Downs
Musician/Entrepeneur
Kenan Eyvazov
DevOps Engineer
Souvik Kundu
Front-end Developer
Eric Downs
Musician/Entrepeneur
Anthony Walker
@_webarchitect_
Emma Bostian 🐞
@EmmaBostian
See how Educative uses AI to make your learning more immersive than ever before.
Instant Code Feedback
AI-Powered Mock Interviews
Adaptive Learning
Explain with AI
AI Code Mentor