Machine Learning Courses

Machine Learning

377 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
• 61 hours worth of material, 11 weeks long
• 3 days from now (11th Apr)
• Free Online Course (Audit)

• Best of All Time

Goldsmiths, University of London

Machine Learning for Musicians and Artists

85 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
• 7 weeks long
• Self paced
• Free Online Course

• Best of All Time

Machine Learning Foundations: A Case Study Approach

40 reviews

In this course, you will get hands-on experience with machine learning from a series of practical case-studies. At the end of the first course you will have studied how to predict house prices based on house-level features, analyze sentiment from user r…

• Coursera
• 18 hours worth of material, 6 weeks long
• 4th Apr, 2022
• Free Online Course (Audit)

• Best of All Time

Machine Learning with Python: from Linear Models to Deep Learning

29 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
• 10-14 hours a week, 15 weeks long
• 1 month from now (16th May)
• Free Online Course (Audit)

Introduction to Machine Learning Course

21 reviews

Machine Learning is a first-class ticket to the most exciting careers in data analysis today. As data sources proliferate along with the computing power to process them, going straight to the data is one of the most straightforward ways to quickly gain i…

• Udacity
• 10 weeks long
• Self paced
• Free Online Course

Practical Machine Learning

27 reviews

One of the most common tasks performed by data scientists and data analysts are prediction and machine learning. This course will cover the basic components of building and applying prediction functions with an emphasis on practical applications. The cou…

• Coursera
• 8-9 hours worth of material, 4 weeks long
• 4th Apr, 2022
• Free Online Course (Audit)

UAlberta;  Alberta Machine Intelligence Institute

Prediction and Control with Function Approximation

19 reviews

In this course, you will learn how to solve problems with large, high-dimensional, and potentially infinite state spaces. You will see that estimating value functions can be cast as a supervised learning problem---function approximation---allowing you to…

• Coursera
• 22 hours worth of material, 4 weeks long
• 3 days from now (11th Apr)
• Free Online Course (Audit)

Data Science: Machine Learning

4 reviews

Build a movie recommendation system and learn the science behind one of the most popular and successful data science techniques.

• edX
• 2-4 hours a week, 8 weeks long
• Self paced
• Free Online Course (Audit)

Aprendizaje automático (machine learning) y ciencia de datos

24 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
• 4-5 hours a week, 5 weeks long
• Self paced
• Free Online Course (Audit)

Mathematics for Machine Learning: Multivariate Calculus

9 reviews

This course offers a brief introduction to the multivariate calculus required to build many common machine learning techniques. We start at the very beginning with a refresher on the “rise over run” formulation of a slope, before converting this to the f…

• Coursera
• 18 hours worth of material, 6 weeks long
• 3 days from now (11th Apr)
• Free Online Course (Audit)

Machine Learning: Regression

20 reviews

Case Study - Predicting Housing Prices In our first case study, predicting house prices, you will create models that predict a continuous value (price) from input features (square footage, number of bedrooms and bathrooms,...). This is just one of the…

• Coursera
• 22 hours worth of material, 6 weeks long
• 4th Apr, 2022
• Free Online Course (Audit)

UAlberta;  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 worth of material, 4 weeks long
• 4th Apr, 2022
• Free Online Course (Audit)

• Best of All Time

Intro to Deep Learning

52 reviews

Get an overview of the hottest field in AI

• Udacity
• 12 weeks long
• Finished
• Free Online Course

Machine Learning for Data Science and Analytics

16 reviews

Learn the principles of machine learning and the importance of algorithms.

• edX
• 7-10 hours a week, 5 weeks long
• 1 month from now (16th May)
• Free Online Course (Audit)

Introduction to Machine Learning in Sports Analytics

In this course students will explore supervised machine learning techniques using the python scikit learn (sklearn) toolkit and real-world athletic data to understand both machine learning algorithms and how to predict athletic outcomes. Building on the…

• Coursera
• 13 hours worth of material, 4 weeks long
• 3 days from now (11th Apr)
• Free Online Course (Audit)