Supervised Learning Courses and Certifications

Introduction to Scientific Machine Learning

Learn the basics of machine learning with hands-on practical examples on engineering applications.

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

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)

Machine Learning for Semiconductor Quantum Devices

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)

Machine Learning for Everybody – Full Course

2 reviews

Comprehensive introduction to machine learning concepts and TensorFlow implementation, covering classification, regression, neural networks, and unsupervised learning techniques for beginners.

• freeCodeCamp
• 3-4 hours
• On-Demand
• Free Video

IIT Madras;  NPTEL

Machine Learning

2 reviews

In this course we intend to introduce some of the basic concepts of machine learning from a mathematically well motivated perspective. We will cover the different learning paradigms and some of the more popular algorithms and architectures used in each o…

• YouTube
• 1 day 12 hours
• On-Demand
• Free Video

CrashCourse

Artificial Intelligence by CrashCourse

In 20 episodes, Jabril will teach you about Artificial Intelligence and Machine Learning!

• YouTube
• 4 hours 30 minutes
• On-Demand
• Free Video

A Basic Course in Machine Learning for All

Beginner-friendly introduction to machine learning for non-engineers. Learn core concepts, data types, algorithms, and practical applications. Develop skills to translate real-world challenges into ML solutions using accessible tools.

• Swayam
• 8 weeks
• On-Demand
• Free Online Course

Machine Learning

Explore techniques transforming industries: supervised, unsupervised, and reinforcement learning. Gain insights into AI's impact on various sectors and daily life.

• Polimi OPEN KNOWLEDGE
• On-Demand
• Free Certificate

Machine Learning with Python

1 review

Explore machine learning basics, algorithms, and models using Python. Learn supervised and unsupervised techniques, statistical modeling, and real-world applications. Gain practical skills in classification, regression, clustering, and dimensionality red…

• Cognitive Class
• 3 hours
• On-Demand
• Free Online Course

Valerio Velardo - The Sound of AI

AI, Machine Learning and Deep Learning

1 review

Explore AI, machine learning, and deep learning concepts, including supervised, unsupervised, and reinforcement learning paradigms. Learn when to use traditional ML or deep neural networks for audio applications.

• YouTube
• 31 minutes
• On-Demand
• Free Video

Machine Learning with Python: A Practical Introduction

415 ratings at edX

Machine Learning can be an incredibly beneficial tool to uncover hidden insights and predict future trends. This Machine Learning with Python course will give you all the tools you need to get started with supervised and unsupervised learning.

• edX
• 5 weeks, 4-6 hours a week
• On-Demand
• Free Online Course (Audit)

Deep Learning Crash Course for Beginners

1 review

Comprehensive introduction to deep learning fundamentals, covering neural networks, learning types, architectures, and model development steps. No coding required, ideal for beginners.

• freeCodeCamp
• 1-2 hours
• On-Demand
• Free Video

Introduction to Machine Learning

Master fundamental machine learning concepts and build predictive models using Python, from supervised learning and regression to decision trees and scikit-learn implementation.

• California Community Colleges System
• 16 weeks, 4 hours a week
• 25th Jan, 2025
• Paid Course

Introduction to Data Science

Master fundamental data science concepts, from machine learning and AI to statistical analysis and data visualization, preparing for work with massive datasets and modern analytics.

• California Community Colleges System
• 18 weeks
• 13th Jan, 2025
• Paid Course

Applications of Machine Learning in Plant Science

Explore machine learning applications in plant sciences through Python exercises, covering key concepts and real-world examples to implement and evaluate ML approaches in plant biology.

• edX
• 12 weeks, 1-2 hours a week
• On-Demand
• Free Online Course (Audit)