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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 10 Data Science Websites to learn More

Knowledge Hut

Learning inferential statistics website: wallstreetmojo.com, kdnuggets.com Learning Hypothesis testing website: stattrek.com Start learning database design and SQL. A database is a structured data collection that is stored and accessed electronically.

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Medical Datasets for Machine Learning: Aims, Types and Common Use Cases

AltexSoft

No wonder publicly available health datasets are relatively rare and attract much attention from researchers, data scientists, and companies working on medical AI solutions. Below, we’ll explore data collections the Internet has to offer and the practical tasks they help solve. Medical datasets comparison chart .

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Most Common Use Cases of Data Engineering in Healthcare

phData: Data Engineering

Artificial Intelligence (AI) and Machine Learning (ML) are buzzwords these days with developments of Chat-GPT, Bard, and Bing AI, among others. However, data collection and analysis have been commonplace in the healthcare sector for ages. The use of deep learning and machine learning in healthcare is also increasing.

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Data Science in Pharmaceutical Industry [Use Cases + Examples]

Knowledge Hut

Medical Image Analysis Softengi Another advanced and revolutionizing use case of Data Science in pharmaceutical industry is Medical Image Analysis. With the help of Deep Learning techniques in Data Science, the software can be built to understand and interpret images like X-rays, MRIs, mammograms, etc.

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Audio Analysis With Machine Learning: Building AI-Fueled Sound Detection App

AltexSoft

Aiming at understanding sound data, it applies a range of technologies, including state-of-the-art deep learning algorithms. Audio data transformation basics to know. It also comes with pretrained machine learning and deep learning models that can be used for speech analysis and sound recognition.

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Length of Stay in Hospital: How to Predict the Duration of Inpatient Treatment

AltexSoft

As with any ML initiative, everything starts with data. The main sources of such data are electronic health record ( EHR ) systems which capture tons of important details. There are numerous studies describing experiments with deep learning models trained to predict LOS. Factors impacting LOS. MIMIC database.