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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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Data – the Octane Accelerating Intelligent Connected Vehicles

Cloudera

Within the vehicle, current electronics and wiring infrastructures were not designed for this complex data wrangling capability. The diagram below summarizes a dynamic machine learning life cycle in which the connected vehicles ML algorithms model accuracy is continuously improved through a fully integrated machine learning lifecycle.

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

AltexSoft

A large hospital group partnered with Intel, the world’s leading chipmaker, and Cloudera, a Big Data platform built on Apache Hadoop , to create AI mechanisms predicting a discharge date at the time of admission. The built-in algorithm learns from every case, enhancing its results over time. Data preparation for LOS prediction.

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Top 10 Data Science Websites to learn More

Knowledge Hut

A database is a structured data collection that is stored and accessed electronically. According to a database model, the organization of data is known as database design. File systems can store small datasets, while computer clusters or cloud storage keeps larger datasets.

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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. Another application of musical audio analysis is genre classification: Say, Spotify runs its proprietary algorithm to group tracks into categories (their database holds more than 5,000 genres ).

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30+ Free Datasets for Your Data Science Projects in 2023

Knowledge Hut

Open Government Data (OGD) Platform India The National Informatics Centre (NIC), a leading ICT entity of the Government of India operating under the direction of the Ministry of Electronics & Information Technology, created, produced, and hosts the Open Government Data (OGD) Portal. Link to Dataset 4.

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Top 12 Data Engineering Project Ideas [With Source Code]

Knowledge Hut

Use Stack Overflow Data for Analytic Purposes Project Overview: What if you had access to all or most of the public repos on GitHub? As part of similar research, Felipe Hoffa analysed gigabytes of data spread over many publications from Google's BigQuery data collection. Which queries do you have?