You will need this basic requirement to get the work done: Ubuntu, Gnome Tweaks, Plank, Privileged access to your Linux system as root or via the sudo command. Step 1: First of all, we have to install gnome tweaks. Open the terminal and follow the commands. $ sudo add-apt-repository universe $…

Whenever any metric of interest (e.g. share price of a stock, the height of an individual, score of a student, delay in the arrival of a flight, etc.) is measured, a fairly large number of observations in the sample tend to centre around a single value. This value can be…

Statistics is a field of mathematics that is universally agreed to be a prerequisite for a deeper understanding of machine learning. In almost every endeavor of human activity, the scientific method has proven effective for solving problems and improving performance. Statistical methods are also commonly used in business practice, e.g…

Machine learning is the way you predict future values based on historical data. There is a list of different machine learning models. They all are different in some way or the other, but what makes them different is nothing but input parameters for the model. …

Auto_arima, a routine from IMSL, applies automated configuration tasks to the autoregressive integrated moving average (ARIMA) model. Before getting into it, we have to get a fair understanding of ARIMA Models. What is ARIMA: An autoregressive integrated moving average, or ARIMA, is a statistical analysis model that uses time-series data to better understand…

Feature scaling is one of the most important data preprocessing steps in machine learning. Algorithms that compute the distance between the features are biased towards numerically larger values if the data is not scaled. Tree-based algorithms are fairly insensitive to the scale of the features. …

Time Series analysis is a technique, Which unites finance and technology. Here we automate every aspect of finance using the tools in programming. Here, I will walk you through every concept in Time Series in this article. If you like to see the python implementation of the topics in the…

Always using a version control system such as Git for source code is a good practice and an industry standard. But tracking large data becomes impossible in Git. Projects that are data-intensive such as deep learning projects, strongly rely on the quality of the dataset to produce results . Then…

In house link: https://tactlabs.github.io/featurepreneur-articles/2020/12/28/why-i-dumped-windows-by-eswar/ “The Windows philosophy basically involves giving you enough rope to hang yourself. And then a couple of feet more, just to be sure.” Are you thinking of switching to Ubuntu from Windows, but afraid to jump the ship. Maybe my story will help you? Even though…