Tutorial

Skills for Data Scientist

Data scientists use data and algorithms to forecast outcomes. The insights that they uncover, are used in business decisions to help drive profitability or innovation.The most important skills data scientists need are […]

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Algorithms

Naive Bayes Algorithm

In a world of Artificial Intelligence, Classification and Prediction is one the most important aspects of Machine Learning and Naive Bayes is a simple but surprisingly powerful algorithm for predictive modelling, according […]

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Algorithms

Mini Batch K-Means Algorithm

What is Clustering? Unsupervised clustering algorithms are commonly used in areas such as genomics, machine learning, pattern recognition, and data compression to divide a set of unlabeled observations into separate groups with […]

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Tutorial

Thick Data vs Big Data

The technology domain has witnessed a dramatic growth in the recent past. Methodologies have changed, new ways have been adopted by companies to accomplish these desired tasks. One of the key areas, […]

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Preprocessing

Data Cleaning in Machine Learning

The big problem data scientist face today is dirty data. Today data scientists often end up spending times cleaning and unifying dirty data before they can apply any analytics or machine learning. […]

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