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Category Archives: Analytics Tips and Tricks

Choose Your Data Mining & Statistics Software / Language

· Roopam Upadhyay · 30 Comments

One of the crucial decisions while doing data analysis is an appropriate choice of statistics software and language. In this article, I am going to analyze and help you choose the right data mining and statistics software for your purpose. I have used the following 12 software  /  languages (tools) with different levels of experience

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Posted in Analytics Tips and Tricks | Tags: Business Analytics, Predictive Analytics, Roopam Upadhyay |

Learn R : 12 Free Books and Online Resources

· Roopam Upadhyay · 48 Comments

Please read the disclaimer about the Free PDF Books in this article at the bottom R, an open-source statistical and data mining programming language, is slowly but surely catching up in its race with commercial software like SAS & SPSS. I believe R will eventually replace SAS as the language of choice for modeling and

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Posted in Analytics Book Club, Analytics Tips and Tricks, Python and R | Tags: Bayesian inference, Books, Business Analytics, Predictive Analytics, Roopam Upadhyay |

7 Tips to Create Winning Reports and Dashboards

· Roopam Upadhyay · 14 Comments

Killer Dashboards Some time ago I came across an Excel based dashboard with around 45 tabs, and every tab had around 10 charts/ graphs /tables. That is roughly 450 figures and tables. I could only sympathize with the end audience of that dashboard. Unfortunately, almost every organization is deluged with meaningless reports and dashboards of

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Posted in Analytics Tips and Tricks, Data Science Career | Tags: Business Analytics, Data Visualization, Predictive Analytics, Roopam Upadhyay |

Data Visualiztion – Pie Chart or Bar Chart?

· Roopam Upadhyay · 10 Comments

The topic we are going to discuss today will fit into visual analytics and data visualization – 101. Though on the surface this is really simple, over the years I have seen many young and sometimes seasoned analysts make this mistake. Hence I feel it is apt for us to discussion the topic about appropriate

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Posted in Analytics Tips and Tricks | Tags: Business Analytics, Customer Segmentation, Data Visualization, Predictive Analytics, Roopam Upadhyay |
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