Edx Machine Learning Courses List

Discover the power of Machine Learning and unlock the potential of data analysis. Learn models and methods to apply to real-world situations, from identifying trending news topics to building recommendation engines. Explore probabilistic and non-probabilistic modeling, supervised and unsupervised learning, and topics such as classification and regression, clustering methods, and matrix factorization. View all

Discover the fundamentals of Principles of Machine Learning View all

Learn the fundamentals of machine learning and gain the skills to become a data scientist or quantitative analyst. Enroll in this introductory course in machine learning today! View all

Machine Learning is a popular data science methodology which uses data to build prediction algorithms. It is distinct from other computer-guided decision processes, and is used in many products and services, such as search engines, online recommendations, and voice recognition. It is an important tool for data scientists. View all

Learn the fundamentals of machine learning and analytics and gain the skills to apply them to real-world problems. Enroll now and become an expert in data science and analytics. View all

This course provides learners with the opportunity to apply their knowledge and skills in data science and machine learning to a real-world problem. Learners will explore data sets in New York's 311 system, investigate the data, and use data science and machine learning techniques to answer questions that will help the Department of Housing Preservation and Development in New York City effectively tackle the 311 complaints. Upon successful completion, learners will earn a skill badge and be job-ready in the field of data science. View all

Join us to learn the fundamentals of data science and machine learning and gain the skills to become a data scientist. View all

Humans have taught machines to analyze data and make decisions, leading to the development of technologies such as speech recognition, drones, and self-driving cars. This course, "Understanding the World Through Data", explores how data can be used to create these innovative technologies and how they can be used to improve our lives. View all

This course provides an in-depth look at predictive analytics using machine learning. It covers tree-based techniques, linear models, and neural networks, as well as the fundamentals of data pre-processing and model evaluation. Participants have until 15 April 2022 to sign up for the final run of this course. View all

Dynamic programming and Hidden Markov Models are powerful tools for analyzing genetic strings and uncovering evolutionary relationships. This course explores the applications of these techniques in machine learning and genomics. View all

This course is the first part in a two part course and will teach you the fundamentals of PyTorch. In this course you will implement classic machine learning algorithms, focusing on how PyTorch creates and optimizes models. You will quickly iterate through different aspects of PyTorch giving you strong foundations and all the prerequisites you need before you build deep learning models. View all

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

Learn the essentials of machine learning and algorithms of statistical data analysis. View all

En este curso conocerás los fundamentos del aprendizaje automático y como crear modelos de predicción, regresión y clasificación con ayuda de Python. Explorarás problemas de clasificación, regresión, series de tiempo, agrupamiento y sistemas expertos. View all

Explore the essentials of Machine Learning View all

Discover the fundamentals of Machine Learning View all

Create machine learning models and derive insights from data View all

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

Learn about machine learning, the area of artificial intelligence (AI) that is concerned with computational artifacts that modify and improve performance through experience. View all

An advanced course on machine learning. You will learn specific techniques and methods to analyze big amounts of data. View all

Gain an introduction to Machine Learning View all