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Education

How Is External Data Used in Education?

Machine learning in education focuses on student behavior to provide the ideal, personalized learning experience. ML programs record student engagement in real time by measuring their speed of recall, learning styles, interests, time spent studying, and more.

Edtech, which fuses the words “education” and “technology,” as a field encompasses ML software programs but also includes hardware and educational theory.

How are Machine Learning Models Used in Education?

By tracking every moment a student engages with apps or spends on distance learning programs, machine learning programs identify individual students and adjust daily lesson plans to their needs. They also flag at-risk students to teachers and administrators.

These programs also help students with disabilities and students whose first language isn’t English by offering text-to-speech programs or using NLP to translate material.

Finally, educators and administrators use machine learning in their work. For example, educators use it to identify plagiarism while administrators track enrollment and budgets.

Which Companies Lead the Way in Building Advanced Analytics and Machine Learning Products in This Field?

Jellynote
Jellynote uses machine learning to provide a gamified musical education. Anyone, anywhere, can learn to play the piano, the guitar, the ukelele, and more. Further, with the machine learning program constantly adjusting to their rate of progress, users won’t lose interest.
Pearson
Already one of the biggest names in K-12 and higher education, Pearson uses machine learning to support students, teachers, and associated professionals. They also provide a large range of assessments and tests through their website.
Microsoft
Microsoft leverages its current services to improve education for teachers, students, and administrators. They also offer security services, computers, and personalized student analyses.

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Relevant datasets

Stirista Political Data

by stirista

Stirista offers data that politicians and advisors can use to reach out to constituents and donors. Stirista has (so far) 150 million registered voter details sorted into 360 data points, including donation history. With this contact, demographic, web, and behavioral information, Stirista Political Data enables targeted advertising and outreach.

Stirista can also provide historical campaign data at all levels to help politicians plan effective political strategies.

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Exante Global Flow Analytics

by exante_logo

Exante Global Flow Analytics supports alpha generation and risk management by extracting comprehensive price signals from detailed capital flow analysis. Exante complements hard data and raw model outputs with timely, narrative-based content, focusing on key global thematics and risk scenarios. Additionally, Exante maintains dialogues with their clients, providing bespoke coverage and service.

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Acxiom Infobase

by Acxiom Data vendor review

Acxiom Infobase provides customer insight data for targeted marketing campaigns in a wide variety of industries

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