Discussing the principles behind the most used Machine Learning algorithms
Affiliate disclosure: if you enroll through links on this page, the course provider may pay us a commission. This comes at no extra cost to you and does not influence how we describe courses.
Master key concepts and practical skills through structured learning modules. By completing this curriculum, you'll gain valuable expertise applicable to real-world scenarios.
Machine Learning Principles
The principles behind Machine Learning algorithms (not just the codes!)
Regression (Linear Regression, Multiple Linear Regression, Polynomial Regression, and Support Vector Regression)
Classification (Logistic Regression, k-Nearest Neighbours, Trees, and Support Vector Machines)
Other principles such as Cross Validation, AIC, BIC, and choosing the right metrics for your algorithm
This comprehensive Machine Learning From First Principles curriculum is designed to take you from foundational concepts to advanced implementation. Each module builds upon the previous, ensuring a structured learning path that maximizes knowledge retention and practical application.
Understand what you need to succeed in this course and determine if it's the right fit for your learning goals
What you need before starting this Machine Learning From First Principles course:
This course is perfect for:
Everything you need to know about this online course, from duration to certification
Course Instructor
Houston Muzamhindo
Expert instructor with industry experience
Course Language
English
All materials in English
This online course offers comprehensive training with expert instruction, practical exercises, and a certificate of completion. Join thousands of students advancing their careers through quality online education.
Budget-Friendly Course
Typically around $19.99
Pricing may vary. Check the course provider for current promotions and exact pricing.
Affiliate disclosure: if you enroll through links on this page, the course provider may pay us a commission. This comes at no extra cost to you and does not influence how we describe courses.
Machine Learning From First Principles isn't for you? Don't worry, explore these courses and advance your skills or learn something totally new.
