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Artificial intelligence (AI, also machine intelligence, MI) is intelligence demonstrated by machines, in contrast to the natural intelligence (NI) displayed by humans and other animals. In computer science AI research is defined as the study of “intelligent agents”: any device that perceives its environment and takes actions that maximize its chance of successfully achieving its goals. Colloquially, the term “artificial intelligence” is applied when a machine mimics “cognitive” functions that humans associate with other human minds, such as “learning” and “problem solving”.

Microsoft showcases its edgy AI toolkit at Connect(); 2017

At the ongoing Microsoft Connect(); 2017, Microsoft has unveiled their latest innovations in AI development platforms. The Connect(); conference this year is all about developing new tools and cloud services that help developers seize the growing opportunity around artificial intelligence and machine learning. Microsoft has made two major announcements to capture the AI market. Visual [...]

Deep learning for NLP

Reinforcement Learning: Introduction to Monte Carlo Learning using the OpenAI Gym...

Introduction What’s the first thing that comes to your mind when you hear the words “reinforcement learning”? The most common thought is – too complex with way too much math. But I’m here to assure you that this is quite a fascinating field of study – and I aim to break down these techniques in [...]

Implementing color and shape-based object detection and tracking with OpenCV and...

Object detection and tracking is an active research topic in the field of computer vision that makes efforts to detect, recognize, and track objects through a series of frames. It has been found that object detection and tracking in the video sequence is a challenging task and a very time-consuming process. Object detection is the first step [...]

Classic games

OpenAI launches Spinning Up, a learning resource for potential deep learning...

OpenAI released Spinning Up yesterday. It is an educational resource for anyone who wants to become a skilled deep learning practitioner. Spinning Up has many examples in reinforcement learning, documentation, and tutorials. The inspiration to build Spinning Up comes from OpenAI Scholars and Fellows initiatives. They observed that it’s possible for people with little-to-no experience [...]