Supervised Learning Courses and Certifications

Alberta Machine Intelligence Institute

Machine Learning Algorithms: Supervised Learning Tip to Tail

412 ratings at Coursera

Explore supervised learning techniques like decision trees, k-NN, and SVMs. Implement and analyze these algorithms on real business cases, gaining practical skills in data preparation and model evaluation.

• Coursera
• 9 hours 24 minutes
• On-Demand
• Free Online Course (Audit)

Machine Learning with Python : COMPLETE COURSE FOR BEGINNERS

397 ratings at Udemy

Complete Machine Learning Course with Python for beginners

• Udemy
• 13 hours 13 minutes
• On-Demand
• Paid Course

Machine Learning : A Beginner's Basic Introduction

351 ratings at Udemy

Learn Machine Learning Basics with a Practical Example

• Udemy
• 1 hour 48 minutes
• On-Demand
• Paid Course

Master Course : Fundamentals of Machine Learning (101 level)

304 ratings at Udemy

Machine Learning, Supervised Machine Learning, Unsupervised Machine Learning, Deep Learning, TensorFlow, Keras, NLP

• Udemy
• 1 hour 39 minutes
• On-Demand
• Paid Course

Practical Introduction to Machine Learning with Python

269 ratings at Udemy

Quickly Learn the Essentials of Artificial Intelligence (AI) and Machine Learning (ML)

• Udemy
• 4 hours 18 minutes
• On-Demand
• Paid Course

Machine Learning in GIS : Understand the Theory and Practice

263 ratings at Udemy

Apply machine learning in Geographic information systems and Remote Sensing in QGIS and Google Earth Engine

• Udemy
• 5 hours 57 minutes
• On-Demand
• Paid Course

EIT Digital;  Politecnico di Milano

Data Science for Business Innovation

261 ratings at Coursera

Learn to leverage data science for business innovation, covering key concepts, methods, and real-world applications. Gain insights into machine learning, analytics, and data-driven strategies to create value and drive organizational success.

• Coursera
• 7 hours 9 minutes
• On-Demand
• Free Online Course (Audit)

Self-driving go-kart with Unity-ML

262 ratings at Udemy

Deep learning applied to a self-driving car simulation

• Udemy
• 1 hour 48 minutes
• On-Demand
• Free Online Course

Machine Learning Introduction for Everyone

246 ratings at Coursera

Comprehensive introduction to machine learning concepts, applications, and techniques. Covers supervised/unsupervised learning, classification, regression, and model evaluation through hands-on labs and a final project.

• Coursera
• 7 hours 24 minutes
• On-Demand
• Free Online Course (Audit)

Practicing Machine Learning Interview Questions in R

Prepare for your upcoming machine learning interview by working through these practice questions that span across important topics in machine learning.

• DataCamp
• 4 hours
• On-Demand
• Free Trial Available

Machine Learning Online Course

231 ratings at Udemy

Mastering Machine Learning: A Comprehensive Online Course

• Udemy
• 1 hour 10 minutes
• On-Demand
• Paid Course

Practical Guide to AI & ML: Mastering Future Tech Skills

228 ratings at Udemy

Artificial Intelligence & Machine Learning: Practical Training for Real-World Applications & Skills Development

• Udemy
• 1 day 8 hours 22 minutes
• On-Demand
• Paid Course

Machine Learning using Python: A Comprehensive Course

211 ratings at Udemy

Learn core concepts of Machine Learning. Apply ML techniques to real-world problems and develop AI/ML based applications

• Udemy
• 2 days 15 hours 24 minutes
• On-Demand
• Paid Course

2025 Machine Learning & Data Science for Beginners in Python

193 ratings at Udemy

Data Science Projects with Linear Regression, Logistic Regression, Random Forest, SVM, KNN, KMeans, XGBoost, PCA etc

• Udemy
• 1 day 8 hours 5 minutes
• On-Demand
• Paid Course

TensorFlow 101: Introduction to Deep Learning

190 ratings at Udemy

Ready to build the future with Deep Neural Networks? Stand on the shoulder of TensorFlow and Keras for Machine Learning.

• Udemy
• 3-4 hours
• On-Demand
• Paid Course