t-SNE is a powerful algorithm that reduces the dimentions in high dimension data to enable visualizing the data via scatter plots, histograms, or boxplot which allow for a quick understanding of the patterns of the data Read More
BIC, a world leader in stationery, lighters, and shavers, is partnering with technology company Iprova to launch the BIC-Iprova Invention Lab to enhance BIC’s Innovation and Research & Development (R&D) capability. Using Iprova’s machine learning-based, data-driven approach to invention, the Lab will help BIC anticipate and answer rapidly changing consumer needs with unexpected inventions that will benefit consumers. BIC is the first company to build an in-house data-dri... Read More
Often a regression model over fits the data on which it trains. Having a basic understanding of this concept is quite important before jumping into the techniques to remove its negative impact. So, let's become familiar with the practice of regularization Read More
I am sending you my first article about the 'Game Changer' series. I am writing about my experience as an intern at Boemska, exploring the world of SAS and big enterprise analytics. In this article, I wanted to focus mainly on the exploration of the characteristics and advantages of the SAS® Visual Data Mining and Machine Learning solution of SAS Viya. Read More
Bias and variance are two major issues we try to manage in machine learning. We are always looking for a trade-off between the two. Bias has to do with the training data while variance has to do with the model output. Read More
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