Category Archives: Advanced Analytics

How to deal with missing values in your data?

How to deal with missing values in your data? One of biggest challenges during data exploration and preparation stage of an data science analytics project are missing values!  How do you deal with them – ignore or somehow replace them? Penalty of ignoring them is that while some techniques like decision trees can treat them as separate values, other…
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The DNA of Data Scientist

The DNA of Data Scientist It seems to me that few companies around are having their share of disappointment with quality of their "data science" crop. This may have something to do with their expectancy (we all know that Unicorns don't exist), or with some genuine lack of skills in one, or more data science…
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What effect will deep learning have on business?

What effect will deep learning have on business? One thing that could have a deep impact on business is deep learning. Deep learning can be thought of as a subfield of machine learning. In specific, this form of machine learning was influenced by the study of the human brain. The algorithms involved are designed to…
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What is the Best Programming Language for Machine Learning?

What is the Best Programming Language for Machine Learning? Q&A sites and data science forums are buzzing with the same questions over and over again: I’m new to data science, what language should I learn? What’s the best language for machine learning? Firstly, my preference is to go with enterprise strength machine learning code generating software - if…
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