237 Part-time Short courses in Machine Learning

In this Introduction to Artificial Intelligence (AI) course offered by Coursera in partnership with IBM, includes hands-on labs and a project, providing a hands-on opportunity to explore AI’s use cases and applications. You will also hear from expert practitioners about the capabilities, applications, and ethical considerations surrounding AI. 

This Machine Learning with Python offered by Coursera in partnership with IBM is for you whether you want to practice model evaluation, cross-validation, regularization, and pipeline optimization. A final project on rainfall prediction and a course-wide exam will help you apply and reinforce your skills. 

Learn the basics of Matrix Methods, including matrix-matrix multiplication, solving linear equations, orthogonality, and best least squares approximation with this Matrix Methods course offered by Coursera in partnership with University of Minnesota.

 In this Ethics in the Age of AI Specialization offered by Coursera in partnership with LearnQuest, we will explore the rise of algorithms, fundamental issues of fairness and bias in machine learning, and basic concepts involved in security and privacy of machine learning projects. 

Machine Learning impacts all industry sectors that generate significant amounts of data. This online certificate program at University of Maryland Global Campus in machine learning combines study of methods and software tools to develop predictive models and artificial intelligence solutions.

In the Graph Algorithms and Machine Learning course offered by Massachusetts Institute of Technology (MIT), designed for technical professionals who work with large quantities of data, you will enhance your ability to extract useful insights from large and structured data sets.

In this Supervised Learning with scikit-learn course offered by Data Camp you will grow your machine learning skills with scikit-learn in Python. 

In this Building Recommendation Engines in Python course offered by Data Camp you will learn to build recommendation engines in Python using machine learning techniques.

In this Dimensionality Reduction in Python course offered by Data Camp you will understand the concept of reducing dimensionality in your data, and master the techniques to do so in Python.

This Containerized Applications on AWS course offered by Coursera in partnership with Amazon Web Services introduces you to container technologies and how they can be used to modernize your applications, as well as exploring how different AWS services can be used to manage and orchestrate those containers.

This Operationalizing Machine Learning on SageMaker course from Udacity covers advanced topics related to deploying professional machine learning projects on SageMaker.

The Intro to Deep Learning with PyTorch course from Udacity is based on real-world scenarios and challenges, allowing you to apply the skills you learn to practical situations, while giving you real hands-on experience.

This Practical Machine Learning Course offered by Coursera in partnership Johns Hopkins University is part of the Data Science Specialization and the Data Science - Statistics and Machine Learning Specialization.

This Intelligent Machining course offered by Coursera in partnership with SUNY Buffalo will prepare you to contribute to the implementation of intelligent machining projects.

This Statistical Inference course offered by Coursera in partnership with Johns Hopkins University presents the fundamentals of inference in a practical approach for getting things done. 

The Developing Data Products course offered by Coursera in partnership Johns Hopkins University covers the basics of creating data products using Shiny, R packages, and interactive graphics. 

This Regression Models course offered by Coursera in partnership Johns Hopkins University covers regression analysis, least squares and inference using regression models. 

EdX is an online learning platform trusted by over 12 million users offering the Deep Learning Professional Certificate in collaboration with IBMx.

This Applied Machine Learning in Python course is offered by Coursera in partnership with University of Michigan will introduce the learner to applied machine learning, focusing more on the techniques and methods than on the statistics behind these methods.

This intermediate-level Mathematics for Machine Learning - PCA course offered by Coursera in partnership with Imperial College London introduces the mathematical foundations to derive Principal Component Analysis (PCA), a fundamental dimensionality reduction technique.