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Data Collection for Machine Learning: Steps, Methods, and Best Practices

AltexSoft

While today’s world abounds with data, gathering valuable information presents a lot of organizational and technical challenges, which we are going to address in this article. We’ll particularly explore data collection approaches and tools for analytics and machine learning projects. What is data collection?

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Top Data Analytics Certifications to Get in 2024

Knowledge Hut

What is data analytics? In the world of IT, every small bit of data count; even information that looks like pure nonsense has its significance. So, how do we retrieve the significance from this data? This is where Data Science and analytics comes into the picture. Why data analytics?

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Big Data Analytics: How It Works, Tools, and Real-Life Applications

AltexSoft

And that’s the most important thing: Big Data analytics helps companies deal with business problems that couldn’t be solved with the help of traditional approaches and tools. This post will draw a full picture of what Big Data analytics is and how it works. Big Data and its main characteristics.

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Top 10 Benefits of Big Data

Knowledge Hut

Big data can be summed up as a sizable data collection comprising a variety of informational sets. It is a vast and intricate data set. Big data has been a concept for some time, but it has only just begun to change the corporate sector. Fewer hospital stays, also aids patients in lowering healthcare costs.

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Most Common Use Cases of Data Engineering in Healthcare

phData: Data Engineering

However, data collection and analysis have been commonplace in the healthcare sector for ages. Data Engineering in day-to-day hospital administration can help with better decision-making and patient diagnosis/prognosis. Thus, using data engineering is a must in 2023 for hospitals. Joseph Hospital.

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Top 10+ IoT Research Topics for 2024 [With Source Code]

Knowledge Hut

The data collected from IoT devices can be used to improve decision-making, optimize processes, and enhance customer experiences. Some project ideas for energy IoT include: Smart Grids: A system that uses sensors and data analytics to optimize the distribution of energy, reducing waste and improving efficiency.

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Data for Good

Cloudera

Affiliated with the University of Southern California, Keck operates three hospitals: Keck Hospital of USC, USC Norris Comprehensive Cancer Center, and USC Verdugo Hills Hospital. Working with Cloudera, Keck created a data lake that eliminated manual data collection errors and gave visibility organization-wide.