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Machine learning is the science of getting computers to act without being explicitly programmed. In the past decade, machine learning has given us self-driving cars, practical speech recognition, effective web search, and a vastly improved understanding of the human genome. Machine learning is so pervasive today that you probably use it dozens of times a day without knowing it. Many researchers also think it is the best way to make progress towards human-level AI. In this class, you will learn about the most effective machine learning techniques, and gain practice implementing them and getting them to work for yourself. More importan

The Oycib infrastructure is based in the ethnographic observation model based agents called e-Xploration. The infrastructure allows the analysis, interpretation and visualization of profiles and digital practices. Furthermore, we propose work in the context-awareness to enhance the collaboration and cooperation among people and groups.

'XNOR.ai is, essentially, a bit of clever computer-native math that enables AI-like models for vision and speech recognition to run practically anywhere. It has the potential to be transformative for the industry.'

"Established to study and formulate best practices on AI technologies, to advance the public's understanding of AI, and to serve as an open platform for discussion and engagement about AI and its influences on people and society."

"Our AI-focused venture fund invests in and connects startups with Google's resources, innovation, and technical leadership in artificial intelligence. We bring Google smarts and scale to promising, early-stage startups, providing innovators with funding, resources, and dedicated access to world-class people and practices in this area. Our fund focuses on helping founders navigate the challenges in developing AI-based products, from leveraging training datasets to helping companies take advantage of the latest techniques, so that great ideas can come to life."

"Webbrain is an initiative to develop an emergent AI using the infrastructure provided by the internet. The brain is a marvelous biological machine. With billions of neurons and trillions of connections, it provides the substrate from which our behaviours emerge. Our brain can help us move in multitudes of environments, set goals, solve practical and abstract problems, use languages, vision or pattern matching. Could we use computers on the Internet to create a global thinking machine with similar capabilities?"

"The People + AI Guidebook is a set of methods, best practices and examples for designing with AI."

"The Missing Tool In Language Learning & Cross-Language Texting A practical way to learn another language,through daily correspondence."

"AMI is a program that brings together artists and engineers to realize projects using Machine Intelligence. Works are developed together alongside artists' current practices and shown at galleries, biennials, festivals, or online. By creating a platform for this emerging form of art-making, we hope to open both our research and the public conversation to new ways of thinking about intelligent systems."