Explorium's Data Insights Blog

Where data, marketing, and sales professionals come together

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Explorium’s Data Onboarding Process
Explorium’s Data Onboarding Process
Navigating the data vendor landscape, Explorium ensures high-quality data discovery and integration through a meticulous process. This involves market analysis, rigorous data validation, and compliance with legal and security standards....

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Machine Learning

Extend Your Machine Learning Pipeline With Your Prediction Outcome

Close your eyes and imagine a machine learning production pipeline (come on, you can do it). What do you see? Oh yes, data sources; a data warehouse, a streaming queue,…

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Machine Learning

2020: The Year Data Dominates Data Science

Data has been a hot topic of discussion for years now. As organizations create and collect more and more data, it’s key that they use it to make actionable decisions…

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Machine Learning

The Complete Guide to Decision Tree Analysis

In the world of machine learning, developers can create independent environments for projects easily. It only takes a few clicks to set and fit models in order to achieve solid…

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Machine Learning

Challenges in Maintaining Real-Time ML Models Using Multiple Data Sources

The field of machine learning is currently experiencing a rapid and booming expansion that seems to have no end. It seems like every other day, the ML community publishes a…

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Machine Learning

Using Data Science to Predict the Next Hit Song (Part 2)

In part one of this two-part series, we explored basic models and data enrichments for our hit song classifier. In this article, we will try to push our model a…

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Explorium Guides

Beginner’s Guide to Python Modeling Using XGBoost Package

Everyone knows that having a large number of loyal customers is the key to the success of a business. This statement is even more significant for banks. It is important…

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Machine Learning

Using Data Science to Predict the Next Hit Song (Part 1)

It comes as no surprise that the music industry is tough. When you decide to produce an artist or invest in a marketing campaign for a song there are many…

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Machine Learning

Top 10 Evaluation Metrics for Classification Models

It’s important to understand that none of the following evaluation metrics for classification are an absolute measure of your machine learning model’s accuracy. However, when measured in tandem with sufficient…

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Machine Learning

Demystifying Feature Selection: Filter vs Wrapper Methods

Feature selection algorithms are increasingly growing in significance. In this article, we will cover (and compare) two popular feature selection methodologies – Filter and Wrapper.

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