Supervised Learning Courses and Certifications

EIT Digital;  Politecnico di Milano

Data Science for Business Innovation

272 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
• Paid Course

Self-driving go-kart with Unity-ML

274 ratings at Udemy

Deep learning applied to a self-driving car simulation

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

Practical Introduction to Machine Learning with Python

274 ratings at Udemy

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

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

Introduction to Machine Learning with Scikit-Learn

273 ratings at Udemy

Learn the three main techniques of machine learning: regression, classification and clustering, using Scikit-Learn

• Udemy
• 2 hours 32 minutes
• On-Demand
• Paid Course

Machine Learning for Semiconductor Quantum Devices

5 ratings at edX

Learn how to deploy artificial intelligence to control and calibrate semiconductor quantum computing chips

• edX
• 6 weeks, 6-7 hours a week
• On-Demand
• Free Online Course (Audit)

2 in 1: Python Machine Learning PLUS 30 Hour Python Bootcamp

244 ratings at Udemy

Learn model building, algorithms, data science PLUS 30 hours of step by step coding, libraries, arguments, projects +++

• Udemy
• 1 day 20 hours 47 minutes
• On-Demand
• Paid Course

Machine Learning in R & Predictive Models | 3 Courses in 1

237 ratings at Udemy

Supervised & unsupervised machine learning in R, clustering in R, predictive models in R by many labs, understand theory

• Udemy
• 7 hours 36 minutes
• On-Demand
• Paid Course

Machine Learning using Python: A Comprehensive Course

222 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

Microcredential

Machine Learning: Theory and Hands-on Practice with Python

18 ratings at Coursera

Master predictive modeling, unsupervised learning, and neural networks with Python through hands-on practice and theoretical foundations in modern ML techniques.

• Coursera
• 4 weeks, 10 hours a week
• On-Demand
• Paid Course
• 3 courses

Regression Analysis

10 ratings at Coursera

Master regression analysis techniques to model relationships, prevent overfitting, and make data-driven decisions. Explore linear and polynomial regression, regularization, cross-validation, and ensemble methods through hands-on practice.

• Coursera
• 1 day 16 hours 1 minute
• On-Demand
• Paid Course

Classification Analysis

Explore key classification algorithms, their applications, and evaluation methods. Gain hands-on experience through tutorials and case studies to solve real-world data analysis problems.

• Coursera
• 1 day 14 hours 14 minutes
• On-Demand
• Paid Course

Data Analysis with Python Project

Comprehensive exploration of data analysis techniques, from classification to outlier detection, empowering learners to conduct real-world projects and make data-driven decisions.

• Coursera
• 18 hours 11 minutes
• On-Demand
• Paid Course

Predicting Extreme Climate Behavior with Machine Learning

Explore machine learning techniques for climate data analysis, from unsupervised clustering to neural networks, gaining practical skills to predict extreme weather patterns.

• Coursera
• 1 day
• On-Demand
• Paid Course

Microcredential

Graduate Certificate in Artificial Intelligence

Develop a strong foundation in key AI topics including statistical analysis, data mining, and machine learning from one of the nation’s top-ranked Tier 1 research institutions.

• Coursera
• On-Demand
• Paid Course

AI in Architectural Design: Introduction

Learn about the elements of AI, machine learning and computer vision. Discover the open-source AI tools, and hidden AI gems. Learn how to play with architectural design data using freely available AI model.

• edX
• 8 weeks, 2-4 hours a week
• On-Demand
• Free Online Course (Audit)