Random Forest Simplified

Random Forest Simplified,As we had seen in the previous article, decision trees are a powerful, intuitive and simple to use class of machine learning algorithms, they can be applied for both classification and regression tasks, and generally make very few assumptions about the data, we also learnt how to create our own trees for classifying […]

Random forests

Random Forests Simplified

Random Forests Simplified Random Forests simplified article explains about concept related to machine learning in simplified way.Machine Learning as a domain is not as volatile as it had been for the past decade, things have settled down and some industry accepted best-practices have emerged. It feels as though a lot of the 90s was spent on […]

1X1 Convolutions

Types of Convolutions

Types of Convolutions,we could very well compare unstructured data (images, text, audio…) to dark matter. It’s sheer amount far exceeds that of all structured data present, but we’ve always had a hard time computing on these datasets to produce meaningful information. That is until year 2012 when the movie aptly named “2012” was released, the […]

Markov Decision Processes

Markov Decision Processes Markov Decision Processes is framework developed by a man aptly named, Markov. It follows the Markov assumption that The current state of the world, depends on only one state, the present, and the actions taken in that state. A common misconception based on the above paragraph might be, that an MDP is […]

P-Value Controversy

P-Value Controversy

P-Value Controversy P-Value Controversy,one of the most common statistical measures that accompanies prediction results is being misused, its significance is becoming over-hyped and maybe its over-representation is leading to its demise, yes readers we are talking about the p-value. For those of you who are new to the concept of p-value, let us begin right […]

Facebook Graph API

Facebook Graph API Facebook Graph API is the way to write and read from facebook social graph.It’s the way,we can access /retrieve Facebook data.Facebook Graph API often releases the API versions incremental.Incremental releases to ensure that facebook data is protected.It also provide better user experience. There are two types of API available in Graph API. […]

Social Media Analytics

Social Media Analytics Social Media Analytics,In recent days,there are lots of buzz around social media data and insights.You will be hearing buzz words like engagement,likes,shares,post,feeds etc..Marketers around the world always puzzled on how to reduce the marketing expenses and increase the ROI. Social media is the place where you can spend less and get more […]

Understanding Social Media Analytics

Social Intelligence for Enterprise

Social Intelligence for Enterprise Social Intelligence for Enterprise: Enterprises understand their customers and followers better today through Social integration. Increased spend observed to invite social intelligence and create platforms for analysis.  Historically research and analysis of information from social domain is steered by business leaders with a limited participation from Information technology leaders. As the […]

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