224 Online Short courses in Machine Learning

The Professional Certificate of Competency in Vibration Analysis, Balancing, Alignment, Predictive and Precision Maintenance of Machinery from the Engineering Institute of Technology comprehensively explore vibration analysis, balancing and alignment techniques. Vibration analysis is a predictive maintenance technique covering the early diagnosis of faults in machinery.

Learn to design data models, build data warehouses and data lakes, automate data pipelines, and work with massive datasets. This Data Engineering with AWS Nanodegree program at Udacity is ideal for those with a basic understanding of Python, SQL, and command-line interfaces. 

Within the No Code and Agentic AI course at Massachusetts Institute of Technology (MIT) you will learn AI and Machine Learning skills through an industry-relevant curriculum designed by MIT faculty, with in-depth modules on Generative AI, Responsible AI, and Agentic AI.

Gain in-demand techniques in AI, Data Science, ML, and Generative AI to make AI-Powered Decisions and solve real-world business challenges with this AI and Data Science - Leveraging Responsible AI, Data and Statistics for Practical Impact programme from Massachusetts Institute of Technology (MIT).

This 6-week, part-time online AI and Machine Learning for Business course at University of Southampton will introduce you to the core capabilities of Artificial Intelligence (AI) and empower you to contribute to this exciting new era in global technological development.

There are few aspects of our digital lives that are untouched by machine learning. With this Applied Machine Learning degree at Noroff School of Technology and Digital Media, you'll teach systems to learn from data. You'll be highly qualified for jobs in AI and can start working straight after graduation.

This is an introductory-level course of Machine Learning. The aim of this course is to provide an overview of the main machine learning methods and their application to geophysical, geochemical, geological and environmental data.

The 5 courses in this Applied Data Science with Python Specialization offered by Coursera in partnership with University of Michigan introduce learners to data science through the python programming language.

The Code Free Data Science course offered by Coursera in partnership UC San Diego is designed for learners seeking to gain or expand their knowledge in the area of Data Science.

This Deploying Machine Learning Models course offered by Coursera in partnership with UC San Diego is part of the Python Data Products for Predictive Analytics Specialization. 

In this Mathematics for Machine Learning - Linear Algebra course offered by Coursera in partnership with Imperial College London, they look at what linear algebra is and how it relates to vectors and matrices.  

In this hands-on, four-course DeepLearning.AI TensorFlow Developer Professional Certificate offered by Coursera in partnership with Deeplearning, you’ll learn the necessary tools to build scalable AI-powered applications with TensorFlow. 

During this Artificial Intelligence on Microsoft Azure - Machine Learning and Python Basics Microcredential from CloudSwyft Global Systems by FutureLearn you will develop AI and machine learning skills using Python and Microsoft Azure, on the path to role-based certifications.

This Mathematics for Machine Learning - Multivariate Calculus course offered by Coursera in partnership with Imperial College London offers a brief introduction to the multivariate calculus required to build many common machine learning techniques. 

In this The Data Scientist's Toolbox course offered by Coursera in partnership with Johns Hopkins University, you will get an introduction to the main tools and ideas in the data scientist's toolbox. 

This Convolutional Neural Networks in TensorFlow course offered by Coursera in partnership with Deeplearning is part of the upcoming Machine Learning in Tensorflow Specialization and will teach you best practices for using TensorFlow, a popular open-source framework for machine learning.

The Applied Plotting, Charting and Data Representation in Python course offered by Coursera in partnership with University of Michigan is part of the Applied Data Science with Python Specialization.

The Applied Social Network Analysis in Python course offered by Coursera in partnership with University of Michigan is part of the Applied Data Science with Python Specialization.

In this Market Basket Analysis in Python course offered by Data Camp you will explore association rules in market basket analysis with Python by bookstore data and creating movie recommendations.

In this Model Validation in Python course offered by Data Camp you will learn the basics of model validation, validation techniques, and begin creating validated and high performing models.