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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 […]

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Artificial Intelligence

Deep Learning: What it is and why it matters

Posted on novembre 1st, 2017.

Deep learning is a type of machine learning that trains a computer to perform human-like tasks, such as recognizing speech, identifying images or making predictions. Instead of organizing data to run through predefined equations, deep learning sets up basic parameters about the data and trains the computer to learn on its own by recognizing patterns using many […]

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Artificial Intelligence

What are some popular Machine Learning methods?

Posted on octobre 10th, 2017.

Two of the most widely adopted machine learning methods are supervised learning and unsupervised learning – but there are also other methods of machine learning. Here’s an overview of the most popular types.   Supervised learning  Supervised learning algorithms are trained using labeled examples, such as an input where the desired output is known. For example, a piece of equipment […]

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Artificial Intelligence

Machine Learning: What it is and why it matters

Posted on octobre 9th, 2017.

Machine learning is a method of data analysis that automates analytical model building. It is a branch of artificial intelligence based on the idea that systems can learn from data, identify patterns and make decisions with minimal human intervention. Evolution of machine learning Because of new computing technologies, machine learning today is not like machine […]

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Artificial Intelligence

How Artificial Intelligence Works

Posted on octobre 6th, 2017.

AI works by combining large amounts of data with fast, iterative processing and intelligent algorithms, allowing the software to learn automatically from patterns or features in the data. AI is a broad field of study that includes many theories, methods and technologies, as well as the following major subfields: Machine learning automates analytical model building. It uses […]

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Artificial Intelligence

Artificial Intelligence – What it is and why it matters

Posted on octobre 5th, 2017.

Artificial intelligence (AI) makes it possible for machines to learn from experience, adjust to new inputs and perform human-like tasks. Most AI examples that you hear about today – from chess-playing computers to self-driving cars – rely heavily on deep learning and natural language processing. Using these technologies, computers can be trained to accomplish specific tasks by […]

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Artificial Intelligence

Big Data: How it works

Posted on octobre 4th, 2017.

Before discovering how big data can work for your business, you should first understand where it comes from. The sources for big data generally fall into one of three categories: Streaming data This category includes data that reaches your IT systems from a web of connected devices. You can analyze this data as it arrives […]

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Artificial Intelligence

Big Data: What it is and why it matters

Posted on octobre 4th, 2017.

Big data is a term that describes the large volume of data – both structured and unstructured – that inundates a business on a day-to-day basis. But it’s not the amount of data that’s important. It’s what organizations do with the data that matters. Big data can be analyzed for insights that lead to better […]