Supervised Learning Courses and Certifications

Brandon Rohrer

How K-Nearest Neighbors Works

Understand k-nearest neighbors in under an hour with Brandon Rohrer's program. Learn about classification, feature scaling, distance metrics, and handling large data sets.

• YouTube
• 26 minutes
• On-Demand
• Free Online Course

Paul Hand

Supervised Machine Learning Review

Dive into supervised machine learning with Paul Hand's lecture from Northeastern University. Understand deep neural networks, loss functions, and the bias-variance tradeoff in under an hour.

• YouTube
• 47 minutes
• On-Demand
• Free Online Course

Yannic Kilcher

Learning to Summarize from Human Feedback

Explore text summarization, human feedback, and reinforcement learning in this under 1-hour material by Yannic Kilcher. Delve into the intricacies of language and information in text summaries.

• YouTube
• 46 minutes
• On-Demand
• Free Online Course

Kaggle;  Amazon Web Services

Supervised Learning

In this course, you'll learn about different types of supervised learning and how to use them to solve real-world problems.

• Udacity
• 3 weeks, 5-6 hours a week
• On-Demand
• Paid Course

Statistical Learning with R

28 reviews

Learn some of the main tools used in statistical modeling and data science. We cover both traditional as well as exciting new methods, and how to use them in R. Course material updated in 2021 for second edition of the course textbook.

• edX
• 11 weeks, 3-5 hours a week
• On-Demand
• Free Online Course (Audit)

Introduction to Machine Learning Course

20 reviews

This class will teach you the end-to-end process of investigating data through a machine learning lens. Learn online, with Udacity.

• Udacity
• 10 weeks
• On-Demand
• Free Online Course

University of Alberta;  Alberta Machine Intelligence Institute

Prediction and Control with Function Approximation

22 reviews

Explore problem-solving in high-dimensional state spaces with the University of Alberta's 4-week course. Learn value function approximation, policy gradient methods, and neural network approaches.

• Coursera
• 21 hours 51 minutes
• On-Demand
• Free Online Course (Audit)

Machine Learning

376 reviews

Machine learning is the science of getting computers to act without being explicitly programmed. This course provides a broad introduction to machine learning, datamining, and statistical pattern recognition.

• Coursera
• 11 weeks, 61 hours a week
• Finished
• Free Online Course (Audit)

Machine Learning Fundamentals

8 reviews

Understand machine learning's role in data-driven modeling, prediction, and decision-making.

• edX
• 10 weeks, 8-10 hours a week
• On-Demand
• Free Online Course (Audit)

Introducción a la Inteligencia Artificial: Principales Algoritmos

23 reviews

Aprende cómo funcionan los algoritmos de inteligencia artificial que hacen posible los chatbos, automóviles autónomos, el reconocimiento de voz y más.

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

Kaggle;  Amazon;  Amazon Web Services Microcredential

Become a Machine Learning Engineer

11 reviews

Master foundational machine learning skills with Kaggle's 13-week course. Learn to deploy models to production environments and solve real-world tasks. Capstone project included.

• Udacity
• 13 weeks, 10 hours a week
• On-Demand
• Paid Course

Modelos predictivos con Machine Learning

21 reviews

En este curso conocerás los fundamentos del aprendizaje automático y como crear modelos de predicción, regresión y clasificación con ayuda de Python. Explorarás problemas de clasificación, regresión, series de tiempo, agrupamiento y sistemas expertos.

• edX
• 4 weeks, 6-8 hours a week
• On-Demand
• Free Online Course (Audit)

In this course, you'll learn how to apply Supervised, Unsupervised and Reinforcement Learning techniques for solving a range of data science problems.

• Udacity
• 16 weeks
• On-Demand
• Free Online Course

Statistical Learning with Python

Learn some of the main tools used in statistical modeling and data science. We cover both traditional as well as exciting new methods, and how to use them in Python.

• edX
• 11 weeks, 3-5 hours a week
• On-Demand
• Free Online Course (Audit)

Applied Machine Learning in Python

6 reviews

Explore applied machine learning techniques with the University of Michigan's 4-week course. Learn to use scikit learn toolkit, tackle data clustering, and create predictive models.

• Coursera
• 1 day 7 hours 22 minutes
• On-Demand
• Free Online Course (Audit)