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A course taught in 2015 at Oxford University with the help of Brendan Shillingford. The course focuses on the exciting field of deep learning. By drawing inspiration from neuroscience and statistics, it introduces the basic background on neural networks, back propagation, Boltzmann machines, autoencoders...

Занимательные истории познакомят с направлениями современной инженерии, их историей и перспективами развития. Учащихся курса ждут интересные творческие задания, короткие видеолекции и лабораторные работы. Важной особенностью курса является то, что при его успешном освоении поступающим в ТПУ будут на...

Computer Vision has become ubiquitous in our society, with applications in search, image understanding, apps, mapping, medicine, drones, and self-driving cars. Core to many of these applications are visual recognition tasks such as image classification, localization and detection. Recent developments...

This class is an introduction to the practice of deep learning through the applied theme of building a self-driving car. It is open to beginners and is designed for those who are new to machine learning, but it can also benefit advanced researchers in the field looking for a practical overview of deep...

Put your enterprise security skills to the test while detecting, protecting, and responding to a cyber threat at a fictitious company. The Enterprise Security Hands-On Lab provides a simulated environment in which you must detect, protect, and respond to a cyber threat at a fictitious company.Note: This...

Learn fundamental concepts of single-variable calculus and ordinary differential equations, as well as their applications in engineering fields. Apply mathematical skills to model and solve engineering problems. How do electrical engineers find out all the currents and voltages in a network of connected...

Learn how to create an organizational environment that supports project success. Project management plays a key role in supporting a business’s success. In this project management course, you will learn what’s required from an organization for projects to excel. You will learn how to turn...

Learn how to apply project management tools, processes, and techniques for the successful execution of a project from initiation to closing. Learn about project management from a multidisciplinary perspective, as we cover fundamental tools and techniques for managing a broad range of projects. You will...

We are living in a water stressed world. It is a global crisis and therefore we must act now! What can we do to save the planet and ensure availability of water for all by 2030? Water is the source of all life. Without it, neither humans nor nature will survive. Yet lack of access to water is a...

Learn the underlying concepts of financial accounting, accounting techniques and the preparation of financial statements with this ACCA-X course. This course introduces the principles of financial accounting, and will allow learners to demonstrate technical proficiency in the use of double-entry techniques...

Learn what makes global projects uniquely challenging and how to successfully manage projects based in different industries and countries. Managing global projects presents unique challenges. This course addresses the knowledge, skills and behaviors required to successfully manage projects that span...

Understand the role of accountants in ensuring businesses operate effectively, efficiently and ethically with this ACCA-X course. Don’t have a business background but want to understand how people and systems of an organisation interact with the world and each other? This business and finance course...

Learn best approaches and practices for marketing measurement, including how to use metrics to measure success. Begin your journey in a new career in marketing analytics. Learn about powerful strategies and methodology, starting with identifying market trends and metrics used to measure marketing success...

With complex legal protections and varying societal norms, how do we ensure rights for all? From women to children to indigenous peoples, the rights of marginalized groups the world over are violated daily. These injustices affect not just these groups, but also the stability of our world – and...

Learn management accounting techniques to support businesses to plan, control, monitor and enhance performance with this ACCA-X course. This course introduces different ways of managing finances within an organisation with the aim of enhancing business performance. It will allow you to develop your knowledge...

Unraveling the mysteries of Data Mining and Big Data, this course is a must-have for any budding Data Scientist. 最有趣的理论+最有用的算法=不得不学的数据科学。 Despite the large volume of data mining papers and tutorials available on the web, aspiring data scientists find it surprisingly difficult to locate an overview that...

Learn how leading supply chains are designed, what makes them competitive and how to use the SCOR model for analysis to increase your business’s ROI. Logistics and supply chain structures can be found in virtually any system. In this business and management course you will learn not only what makes leading...

Learn which project management strategies, tools and techniques are most effective by analyzing evidence-based research. Project management has emerged as a critical organizational capability in recent years. In parallel with this increased prominence has been the emergence of the “professional...

A course on energy subsidies, their costs, and the design of a successful reform based on country case studies. In the first part of the course, economists from the IMF will introduce the definition and measurement of subsidies, and then describe the economic, social, and environmental implications of...