Goldsmiths University of London

Machine Learning for Musicians and Artists

92 reviews

Have you ever wanted to build a new musical instrument that responded to your gestures by making sound? Or create live visuals to accompany a dancer? Or create an interactive art installation that reacts to the movements or actions of an audience? If so,…

• Kadenze
• 50 hours
• On-Demand
• Free Online Course

• Best of All Time

Machine Learning Foundations: A Case Study Approach

40 reviews

In this 6-week course by the University of Washington, gain hands-on experience with machine learning through practical case studies, learning to apply regression, classification, clustering, and more.

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

• Best of All Time

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

Practical Machine Learning

27 reviews

Learn practical machine learning techniques in just 4 weeks with Johns Hopkins University. Build prediction functions and apply machine learning methods for real-world applications.

• Coursera
• 8-9 hours
• On-Demand
• Free Online Course (Audit)

University of Alberta;  Alberta Machine Intelligence Institute

Fundamentals of Reinforcement Learning

24 reviews

Reinforcement Learning is a subfield of Machine Learning, but is also a general purpose formalism for automated decision-making and AI. This course introduces you to statistical learning techniques where an agent explicitly takes actions and interacts wi…

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

• Best of All Time

Machine Learning: Regression

20 reviews

In this 6-week University of Washington course, learn to build regression models, handle large feature sets, implement optimization algorithms, and analyze model performance, using Python.

• Coursera
• 22 hours 23 minutes
• On-Demand
• Free Online Course (Audit)

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 with Python: from Linear Models to Deep Learning

27 reviews

An in-depth introduction to the field of machine learning, from linear models to deep learning and reinforcement learning, through hands-on Python projects. -- Part of the MITx MicroMasters program in Statistics and Data Science.

• edX
• 15 weeks, 10-14 hours a week
• On-Demand
• Free Online Course (Audit)

Machine Learning: Classification

9 reviews

Learn to create state-of-the-art classifiers with the University of Washington's 7-week course. Master techniques like logistic regression, decision trees, and boosting, and apply them to real-world tasks like sentiment analysis and loan default predicti…

• Coursera
• 21 hours 25 minutes
• On-Demand
• Free Online Course (Audit)

Aprendizaje automático (machine learning) y ciencia de datos

29 reviews

Aprende a valorizar y extraer conocimiento a partir de los datos, usando técnicas y herramientas de análisis de datos genéricas, y aprendizaje automático en particular.

• edX
• 5 weeks, 4-5 hours a week
• On-Demand
• 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)

Mathematics for Machine Learning: Multivariate Calculus

9 reviews

Imperial College London offers a 6-week course on multivariate calculus for machine learning, covering gradient functions, vectors, neural network training, and linear regression models.

• Coursera
• 17 hours 45 minutes
• 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

Learning from Data (Introductory Machine Learning course)

10 reviews

Explore the basics of machine learning with Caltech's 10-week course, covering theory, algorithms, and applications in fields like finance and medicine.

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