#domainexpertise

[raelynnrose58]

Why Domain Expertise Still Matters in AI + IoT Venture Building

Shared technical infrastructure accelerates venture development, but it's not a substitute for understanding industry-specific operational pain points, regulations, and procurement processes. The strongest ventures combine proven tech with real domain expertise.

Aperture Venture Studio actively seeks domain experts to co-build AI + IoT ventures across manufacturing, healthcare, logistics, and infrastructure. 🤝

[sasexplorerwu]

𝐌𝐚𝐜𝐡𝐢𝐧𝐞 𝐋𝐞𝐚𝐫𝐧𝐢𝐧𝐠 🆚 𝐃𝐨𝐦𝐚𝐢𝐧 𝐄𝐱𝐩𝐞𝐫𝐭𝐢𝐬𝐞: 𝐞𝐱𝐩𝐥𝐨𝐢𝐭𝐢𝐧𝐠 𝐭𝐡𝐞 𝐛𝐞𝐬𝐭 𝐨𝐟 𝐭𝐡𝐞 𝐭𝐰𝐨 𝐰𝐨𝐫𝐥𝐝𝐬 𝐰𝐢𝐭𝐡 𝐏𝐡𝐲𝐬𝐢𝐜𝐬-𝐢𝐧𝐟𝐨𝐫𝐦𝐞𝐝 𝐍𝐞𝐮𝐫𝐚𝐥 𝐍𝐞𝐭𝐰𝐨𝐫𝐤𝐬 🔧 I recently launched a survey on the relative importance of machine learning and domain expertise. Today I want to show how they can work together, using physics-informed neural networks. 📝Although the topic is quite complex, the blog (from which I took the image) https://lnkd.in/gSSE3SPj is very clear and provides an overview with the example of a harmonic oscillator. As mentioned at the end of the blog, by incorporating existing physics principles into machine learning we are able to create more powerful models that learn from data and build on scientific knowledge. Are you already familiar with these types of neural networks? In which domains do you think they can be used? #machinelearning #domainexpertise #ai #deeplearning #neuralnetworks #datascience #engineering #data (ved Ela As) https://www.instagram.com/p/CWhBeIbII5f/?utm_medium=tumblr

[hard124]

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