25 Best Machine Learning Courses Online

Machine Learning From Basic to Advanced

Are you ready to start your path to becoming a Machine Learning Engineer!This comprehensive course will be your guide to learning how to use the power of Python to analyze data, create beautiful visualizations, and use p...

Introduction to AI & Machine Learning in Healthcare

Offered by MGH Institute of Health Professions

In this introductory course, you'll explore how Artificial Intelligence (AI) and Machine Learning (ML) are transforming healthcare. You'll build a solid foundation in AI and ML fundamentals, learning how these technologi...

Machine Learning Rapid Prototyping with IBM Watson Studio

Offered by IBM

An emerging trend in AI is the availability of technologies in which automation is used to select a best-fit model, perform feature engineering and improve model performance via hyperparameter optimization. This automati...

Advanced Methods in Machine Learning Applications

Offered by Johns Hopkins University

The course "Advanced Methods in Machine Learning Applications" delves into sophisticated machine learning techniques, offering learners an in-depth understanding of ensemble learning, regression analysis, unsupervised le...

Machine Learning Capstone

Offered by IBM

This Machine Learning Capstone course uses various Python-based machine learning libraries, such as Pandas, sci-kit-learn, and Tensorflow/Keras. You will also learn to apply your machine-learning skills and demonstrate y...

Introduction to Machine Learning: Unsupervised Learning

Offered by University of Colorado Boulder

Introduction to Machine Learning: Unsupervised Learning explores how machines uncover structure, patterns, and relationships in data without labeled outcomes. In this course, you’ll learn how to analyze and visualize hig...

Introduction to Trading, Machine Learning & GCP

Offered by Google Cloud & New York Institute of Finance

In this course, you’ll learn about the fundamentals of trading, including the concept of trend, returns, stop-loss, and volatility. You will learn how to identify the profit source and structure of basic quantitative tra...

Machine Learning for Marketers

Offered by University of Colorado System

"Machine Learning for Marketers" is an advanced course tailored for professionals looking to integrate machine learning into their marketing strategies. This course uniquely focuses on both predictive analytics and decis...

Machine Learning for Engineers: Algorithms and Applications

Offered by Northeastern University

This course covers practical algorithms and the theory for machine learning from a variety of perspectives. Topics include supervised learning (generative, discriminative learning, parametric, non-parametric learning, de...

Introduction to Machine Learning

Offered by Duke University

This course provides a foundational understanding of machine learning models (logistic regression, multilayer perceptrons, convolutional neural networks, natural language processing, etc.) and demonstrates how they can s...

Machine Learning with Small Data Part 2

Offered by Northeastern University

By completing this course, you'll master building powerful machine learning systems that excel with limited data. You'll gain expertise in multi-task learning, meta-learning, and advanced data augmentation—from physics-b...

Cloud Machine Learning Engineering and MLOps

Offered by Duke University

Welcome to the fourth course in the Building Cloud Computing Solutions at Scale Specialization! In this course, you will build upon the Cloud computing and data engineering concepts introduced in the first three courses...

Machine Learning Algorithms: Supervised Learning Tip to Tail

Offered by Alberta Machine Intelligence Institute

This course takes you from understanding the fundamentals of a machine learning project. Learners will understand and implement supervised learning techniques on real case studies to analyze business case scenarios where...

Mathematics for Machine Learning and Data Science

Offered by DeepLearning.AI

Newly updated for 2024! Mathematics for Machine Learning and Data Science is a foundational online program created by DeepLearning.AI and taught by Luis Serrano. In machine learning, you apply math concepts through progr...

Machine Learning: Algorithms in the Real World

Offered by Alberta Machine Intelligence Institute

This specialization is for professionals who have heard the buzz around machine learning and want to apply machine learning to data analysis and automation. Whether finance, medicine, engineering, business or other domai...

AI Workflow: Machine Learning, Visual Recognition and NLP

Offered by IBM

This is the fourth course in the IBM AI Enterprise Workflow Certification specialization.    You are STRONGLY encouraged to complete these courses in order as they are not individual independent courses, but part of a wo...

IBM Introduction to Machine Learning

Offered by IBM

Machine learning skills are becoming more and more essential in the modern job market. In 2019, Machine Learning Engineer was ranked as the #1 job in the United States, based on the incredible 344% growth of job openings...

Machine Learning and its Applications

Offered by University of Glasgow

This course provides a practical introduction to machine learning techniques for data analysis in MATLAB, focusing on widely used methods for real-world technical applications. You will begin by exploring the core concep...

Practical Machine Learning: Foundations to Neural Networks

Offered by Dartmouth College

You will develop the ability to rigorously formulate learning tasks using probability and statistics, distinguish Bayesian and frequentist perspectives, build linear models for regression and classification, estimate opt...

Machine Learning Foundations: A Case Study Approach

Offered by University of Washington

Do you have data and wonder what it can tell you? Do you need a deeper understanding of the core ways in which machine learning can improve your business? Do you want to be able to converse with specialists about anythin...

Mathematics for Machine Learning: Multivariate Calculus

Offered by Imperial College London

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 slop...

Machine Learning for All

Offered by University of London

Machine Learning, often called Artificial Intelligence or AI, is one of the most exciting areas of technology at the moment. We see daily news stories that herald new breakthroughs in facial recognition technology, self...

The Nuts and Bolts of Machine Learning

Offered by Google

This is the fifth course in the Google Advanced Data Analytics Certificate. In this course, you’ll learn about machine learning, which uses algorithms and statistics to teach computer systems to discover patterns in data...

Reliability, Cloud Computing and Machine Learning

Offered by Johns Hopkins University

The course "Reliability, Cloud Computing and Machine Learning" explores advanced distributed database concepts, focusing on transaction management, reliability protocols, and data warehousing, while also diving deeper in...

Machine Learning

Offered by Stanford University

The Machine Learning Specialization is a foundational online program created in collaboration between DeepLearning.AI and Stanford Online. This beginner-friendly program will teach you the fundamentals of machine learnin...