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Deciphering The Seldom Discussed Differences Between Data Mining and Data Science

Smart Data Collective

Online courses and universities are offering a growing number of programs of study that center around the data science specialty. You may not even know exactly which path you should pursue, since some seemingly similar fields in the data technology sector have surprising differences. Definition: Data Mining vs Data Science.

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DirectX Visualization Optimizes Analytics Algorithmic Traders

Smart Data Collective

A growing number of traders are using increasingly sophisticated data mining and machine learning tools to develop a competitive edge. Using the DirectX analytics interface can enable you to pick out important trading insights and points, which simplifies algorithmic trading. But first, What is DirectX Anyway?

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Python for Business: Optimize Pre-Processing Data for Decision-Making

Smart Data Collective

That’s because the machine learning projects go through and process a lot of data, and that data should come in the specified format to make it easier for the AI to catch and process. Likewise, Python is a popular name in the data preprocessing world because of its ability to process the functionalities in different ways.

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An Important Guide To Unsupervised Machine Learning

Smart Data Collective

If you have labeled training data that you can use as a training example, we’ll call it supervised machine learning. Unsupervised ML uses algorithms that draw conclusions on unlabeled datasets. The unsupervised ML algorithms are used to: Find groups or clusters; Perform density estimation; Reduce dimensionality.

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Analytics Changes the Calculus of Business Tax Compliance

Smart Data Collective

Ways Data Analytics is Changing the Nature of Tax Compliance for Small Businesses Tax compliance is an integral part of running a successful business. The good news is that staying compliant is easier than ever in an age where data analytics tools can help you manage your finances.

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Side Hustle Ideas for Experienced Data Scientists in 2022

Smart Data Collective

Are you a data scientist ? Even if you already have a full-time job in data science, you will be able to leverage your expertise as a big data expert to make extra money on the side. Ways that Data-Savvy People Can Make Money with Side Hustles This Year. The whole point of a side hustle is purely to earn some extra money.

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Why Data-Driven SEO is Crucial for SMEs in This Recession

Smart Data Collective

This means that businesses are going to need to leverage big data technology strategically to improve their cost-effectiveness and build their competitive edge. Data-driven SEO will be one of the most important ways that they can achieve these goals. Data-Driven SEO Strategies Should Focus on Improving Traffic to Location Pages.