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The Case for Using Data Simulators to Drive Big Data Success

Data simulators can be an important asset to a company because they can emulate the data you don't have access to, and help you gauge the compatibility of your tools accordingly.

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Practical Text Analytics

This post dives into different types of text analytics and gives three different examples from the industry to better convey the ideas behind these methods.

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Time Series in Atmospheric Sciences

Predictive analytics can save lives, and Majid Khattak demonstrates how to do just that by using an index of the El-Nino-Southern Oscillation phenomenon to predict weather patterns that lead to severe storms. 

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Suggestion and Opinion Mining from Qualitative Surveys

Analyzing traveler feedback on a newly opened airport in Asia, Ravi gives us a walkthrough of his approach to a specific sentiment analysis problem.

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Short-Term Forecasting of Electricity Demand

Forecasting demand for electricity is of immense importance both for researchers and for industry experts. By accurately forecasting demand, power suppliers can prevent overloads, and can operate more efficiently with a higher profit margin.

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Bringing HR Analytics to Life - Unleashing the Power of Your Organization

A detailed article on HR Analytics, explaining what it is, how it works, and how organizations can leverage it to improve their culture and effectiveness.

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Piecewise Linear (Affine) Programming

Linear programming is a mathematical problem solving technique widely used in various industries to optimize operations and is widely recognized as one of the core concepts of Operations Research. In this post, Professor Lahiri gives a summary of the technicalities of this method. 

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Demystifying Facebook's Ad Match Algorithm

How Facebook's Ad Matching algorithm works and how marketers can use this knowledge to their advantage.

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Predicting the 2016 Presidential Election

A Predictive-Descriptive Artificial Intelligence-based expert computer system predicts a Democratic landslide victory in the race for the White House in 2016.

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K Means Clustering in Text Data

K means clustering is a method that is often used in sentiment analysis. This post gives an overview of how to implement this method.

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Data Products in 2016

Machine learning is becoming a ubiquitous characteristic in all industries.  As the world makes this transition, we explore the role of services, the applications of open algorithms, and the creation of IP in developing data products for diverse markets.

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Digital Analytics: Let’s Make It Simple

A brief overview of digital analytics and steps that digital analytics experts take to leverage data to improve business conversions.

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Big Data and Analytics Skills for a Data-Driven Enterprise

How organizations can effectively hire and leverage Big Data talent, and how the internal structure of an organization can be tailored to fit the needs of a data-driven enterprise.

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Rise of Intelligent Machines as Artificial Intelligence Goes Mainstream

In this post, Jonathan Bloom gives a summary of the history of Artifiicial Intelligence, followed by a brief overview of how the underlying mechanics work.

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Unlocking the Value of Open Data: A Case Study Using the New York State Healthcare Open Data

An analysis on Hospital Inpatient Discharges data released by New York State in 2012. This post shows that open data can be as useful as proprietary data. 

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How Machine Learning and Faster Data Acquisition Will Improve the Way We Drive

How the emerging sensor technologies and accurate GPS location determination is changing the way we drive, all with the help of machine learning.

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Dive into Your Data: Some Insight into an Efficient Variable Selection Process

How you can efficiently select the appropriate model for your data using various variable/model selection methods. 

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Predictive Analytics in HR

An introduction to the role of analytics in HR departments along with some examples of analytics and data mining in the area. 

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How Prescriptive Analytics Influences the Way We Do Business

How prescriptive analytics is becoming more and more mainstream as new technologies are being developed, and what companies can do to take advantage of this movement.

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Data Mine Your Way Towards Quality Software

How you can use Data Mining techniques to enhance your software development process and the various advantages of this approach.

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Does Time Matter? Modeling Temporal Dynamics for Better Predictions

 The importance of predictive analytics in analyzing customer behavior and the potential value of incorporating temporal dynamics into predictive models.

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200 Artificial Intelligence Use Cases, 29 Industries, 12 Themes

AI will have a complex relationship with humans that will change over time: While certain jobs will become automated, AI is more often poised to augment human labor and decision-making. Longer-term, many applications will be designed to empower humans with non-human capabilities, memory, experiences, and knowledge. Many ethical, philosophical, cultural, societal, and business norms will be forced into re-assessment.

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The Role of AI in Assisting Customer Experience

The future of AI and what it transpires into, lies in the hands of those controlling the characteristics that bind this innovation. We can now imagine and think of ideas which might have made you a laughing stock a few years ago. From a computer system playing chess with the masters to driverless cars, the possibilities associated with AI are many. Considering the high skill levels of machines with AI, the technology can be used in numerous fields to expand human capabilities, to optimize the use of resources, and to enhance productivity.

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Rise of the Data-Driven Culture

A brief summary about how the data-driven culture has evolved, and how businesses can take advantage of it. 

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