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Artificial Intelligence

What are the differences between Data Mining, Machine Learning and Deep Learning?

Posted on février 11th, 2018.

Although all of these methods have the same goal – to extract insights, patterns and relationships that can be used to make decisions – they have different approaches and abilities.   Data Mining Data mining can be considered a superset of many different methods to extract insights from data. It might involve traditional statistical methods […]

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Artificial Intelligence

What are the challenges of using Artificial Intelligence?

Posted on janvier 15th, 2018.

Artificial intelligence is going to change every industry, but we have to understand its limits. The principle limitation of AI is that it learns from the data. There is no other way in which knowledge can be incorporated. That means any inaccuracies in the data will be reflected in the results. And any additional layers […]

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Artificial Intelligence

Xamarin.Forms: Adding Intelligence with Cognitive Services

Posted on décembre 18th, 2017.

Microsoft Cognitive Services are a set of APIs, SDKs, and services available to developers to make their applications more intelligent by adding features such as facial recognition, speech recognition, and language understanding. This article provides an introduction to the sample application that demonstrates how to invoke some of the Microsoft Cognitive Service APIs. Overview The […]

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Artificial Intelligence

Round-up of the current state of Chatbots

Posted on décembre 17th, 2017.

1. Chatbots are freely available, with many operating through Facebook Messenger Facebook Messenger is rapidly increasing in popularity, and many organisations now provide services using Messenger via chatbots. Whether you want reminders, weather forecasts, share price updates, or sports news, there is a chatbot app that can provide it, and many more. All customers have to […]

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Artificial Intelligence

How to Analyze Videos in Real-time – Microsoft Cognitive Services

Posted on décembre 15th, 2017.

This walkthrough will demonstrate how to perform near-real-time analysis on frames taken from a live video stream. The basic components in such a system are: Acquire frames from a video source Select which frames to analyze Submit these frames to the API Consume each analysis result that is returned from the API call These samples […]

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Artificial Intelligence

How to Call Computer Vision API – Microsoft Cognitive Services

Posted on décembre 15th, 2017.

This walkthrough demonstrates how to call Computer Vision API using REST. The samples are written both in C# using the Computer Vision API client library, and as HTTP POST/GET calls. We will focus on:+ How to get « Tags », « Description » and « Categories ». How to get « Domain-specific » information (celebrities). Prerequisites Image URL or path to locally stored […]

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Artificial Intelligence

How Data Mining works

Posted on décembre 5th, 2017.

Data mining, as a composite discipline, represents a variety of methods or techniques used in different analytic capabilities that address a gamut of organizational needs, ask different types of questions and use varying levels of human input or rules to arrive at a decision.   Descriptive Modeling It uncovers shared similarities or groupings in historical […]

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Artificial Intelligence

Data Mining: What it is and why it matters

Posted on décembre 2nd, 2017.

Data mining is the process of finding anomalies, patterns and correlations within large data sets to predict outcomes. Using a broad range of techniques, you can use this information to increase revenues, cut costs, improve customer relationships, reduce risks and more.   Data Mining History and Current Advances The process of digging through data to […]

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Artificial Intelligence

How Deep Learning works

Posted on novembre 3rd, 2017.

Deep learning changes how you think about representing the problems that you’re solving with analytics. It moves from telling the computer how to solve a problem to training the computer to solve the problem itself.   A traditional approach to analytics is to use the data at hand to engineer features to derive new variables, […]

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Artificial Intelligence

How is Deep Learning being used?

Posted on novembre 2nd, 2017.

To the outside eye, deep learning may appear to be in a research phase as computer science researchers and data scientists continue to test its capabilities. However, deep learning has many practical applications that businesses are using today, and many more that will be used as research continues. Popular uses today include:   Speech Recognition […]