If you are reading this, you already have a great python script which gets some job done and is ready to be set on auto refresh at a regular frequency. However, if your python installation has been through Anaconda Distribution, it can be a little different which not many articles around the web takes into… Read More Python Script Automation for Anancoda Distribution
Input datasets used for analysis can be large and if all of your data is stored in oracle database, downloading them into excel, moving them across file servers and reading them into python is just, lets say, not so smart move. Also, with the number of iterations, the overload of this process is just an… Read More Handling Oracle DB data using Python
A series is said to be stationary when the statistical properties (importantly mean, variance and auto-correlation from time series forecasting perspective) of the series is time invariant (i.e. don’t vary with the time). In simpler terms, when observed across any regular time intervals they will remain the same. However, this is a more of an… Read More Why Non-Stationarity shouldn’t be ignored in Time Series Forecasting?
Packages in R have made analytical solution development a lot easier by providing ready to use pre-build functionalities, saving analysts a lot of time and effort. Also, more importantly, which also happens to be a fact, packages have extended the ability to use a far greater, wider and deeper knowledge and skill with a lesser… Read More 10 steps to build a R Package
Forecast and Prediction though seemingly synonymous, in literature, in analytics conversation they do possess a considerate difference. Most of the times in a casual manner both of these terms forecast and prediction are used quite interchangeably while referring to value estimates in future with certain probability. In reality, they need to be differentiated and as… Read More Forecast and Prediction are not inter-changeable
Google at its recently concluded Google I/O conference gave a teaser of a list of mind blowing things to await for in 2018. For a Data Scientist and a Machine Learning enthusiast these announcements are no less exciting than a Marvel movie. The announcements, besides introducing some pretty fascinating features, has showcased the depth and… Read More Google I/O 2018 showcases reinvention of products with AI