Learn a systemic approach to utilizing classical machine learning models and techniques to gain insights from data sets, and master the tools used in this task. Classical Machine Learning refers to well established techniques by which one makes inferences from data. This course will introduce a systematic...

Learn to recognize and understand the implications of Artificial Intelligence for organizations, and the importance of compliance and ethics when AI is applied in practice. This course is not about difficult algorithms and complex programming; it is a course for anyone interested in learning about the...

Make your organization’s business strategy and model, as well as your own career path, future-proof by using big data’s disruptive power. While big data infiltrates all walks of life, most firms have not changed sufficiently to meet the challenges that come with it. In this course, you will learn how...

Gain an in-depth understanding of evaluation and sampling approaches for effective predictive modelling using Python. A predictive exercise is not finished when a model is built. This course will equip you with essential skills for understanding performance evaluation metrics, using Python, to determine...

Learn fundamental principles of modern finance, including valuation models, methods for risk analysis, derivative instruments and investment management. Many of the most important financial decisions in business are done under uncertainty. This is the second course in the Foundations of Modern Finance...

Learn essential analytics models and methods and how to appropriately apply them, using tools such as R, to retrieve desired insights. Analytical models are key to understanding data, generating predictions, and making business decisions. Without models it’s nearly impossible to gain insights from data...

Master UX evaluation using a variety of skill sets and methods. Uncover the knowledge of user testing from a guerrilla approach to formal lab evaluations required for compliance tests. Testing! 1-2, 1-2! You’re interested in user experience and you have a scientific way of thinking? UX needs you! User...

This course prepares students to understand business analytics and become leaders in these areas in business organizations. Today, businesses, consumers, and societies leave behind massive amounts of data as a by-product of their activities. Leading-edge companies in every industry are using analytics...

Maîtrisez l'évaluation UX en utilisant une variété de compétences et de méthodes. Découvrez la richesse apportée par les tests utilisateur, de l'approche guérilla aux évaluations officielles faites en laboratoire requises pour des tests de conformité. L'UX vous intrigue et vous avez un esprit scientifique...

Learn about the practical aspects of Artificial Intelligence and how to write a plan for applying AI in your own organization in a step-by-step manner. This course is not about difficult algorithms and complex programming; it is a course for anyone interested in learning how to integrate AI into their...

Learn how to analyze manufacturing systems to optimize performance and control costs and better understand the flow of material and information. Manufacturing systems are complex systems that require analytical analysis. Managers and practitioners use a wide variety of methods to analyze and optimize...

Learn how to apply statistical modelling techniques to real-world business scenarios using Python. In this course, you will learn three predictive modelling techniques - linear and logistic regression, and naive Bayes - and their applications in real-world scenarios. The first half of the course focuses...

Mathematical modeling of fluid dynamics, convection, conduction, and phase transformations. Due to challenges arising from the COVID-19 pandemic, the start date for this course will be delayed to February 2, 2020. We apologize for the delay and hope to make this content available on the new start date...

Learn about effective supply chain strategies for companies that operate globally, with emphasis on how to plan and integrate supply chain components into a coordinated system. This course was formerly known as Supply Chains for Manufacturing I. A supply chain entails two or more parties that are linked...

Learn how to build predictive models using machine learning. This course will give you an overview of machine learning-based approaches for predictive modelling, including tree-based techniques, support vector machines, and neural networks using Python. These models form the basis of cutting-edge analytics...

How do investors, creditors, and other users analyze financial statements to assess corporate performance. Learn financial accounting, how to read financial statements, and input valuation models for better corporate finance decision-making. Accounting is the language of business. It is difficult to...

Apply your predictive modelling acumen in a business case setting. The final project brings together the skills and knowledge acquired throughout the MicroMasters programme. You will draw on your knowledge of data analysis techniques to demonstrate your capacity to deal effectively with current job market...

Develop a deep understanding of the principles that underpin statistical inference: estimation, hypothesis testing and prediction. -- Part of the MITx MicroMasters program in Statistics and Data Science. Statistics is the science of turning data into insights and ultimately decisions. Behind recent advances...

Become a UX data scientist! From qualitative data analysis to big data Web analytics, you will be able to leverage insights from data to make empirically-based recommendations. Do big data and UX speak to you? This MOOC will give you the methods and tools to analyze the whole spectrum of data we handle...

Learn the mathematical foundations essential for financial engineering and quantitative finance: linear algebra, optimization, probability, stochastic processes, statistics, and applied computational techniques in R. Modern finance is the science of decision making in an uncertain world, and its language...