Author Archives: Sourabh Mehta - Page 5
Principal Components Regression (PCR) is a technique for analyzing multiple regression data that suffer from multicollinearity. Principal components regression reduces errors in regression estimates by adding a degree of bias
Genetic Algorithms (GA) are a special set of evolutionary algorithms, these algorithms try to simulate the evolution of biology evolution but in the domain of numbers. Implementing this kind of progressive based algorithm in Supply Chain Management could help to solve the complexity of SCM that has been increased over time.
Bias is the inability to capture the true relationship between the data and the learning line by the machine learning algorithm. It can’t be completely resolved but it could be decreased to a minimum level so that there is a balance between the bias and the variance.
Reinforcement Learning is a real time decision making and strategy building technique combined with neural networks form a Deep Reinforcement Learning used complex problem solving.
Pandera is an open-source application programming interface (API) in python. It is a flexible and expressive API for falsification so that a coherent and robust data pipeline could be built.
BART stands for Bayesian Additive Regression Trees. It is a Bayesian approach to nonparametric function estimation using regression trees.
With the recent advances of self-supervised learning, pre-training techniques play a vital role in learning visual and language representation.
In this article, we will look at how to use graph objects (module) of the Plotly library, explaining it from the ground up, and covering all of the most commonly used charts.
In this article, we will be learning about different performance metrics for clustering and implementation of them
A Pivot table is an exquisite tool to calculate, scrutinize and epitomize a large amount of data by the method of aggregation functions. These aggregation functions include sum, average, count and statistics. It helps to encapsulate one or more numeric variables based on categorical variables. Pivot tables are popular data analysis tools because they are […]