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Bench Talk for Design Engineers

Bench Talk

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Bench Talk for Design Engineers | The Official Blog of Mouser Electronics


Planning for Machine Learning Success
En abril 25, 2025 en All, Computing, General, Open Source por Mouser Technical Content Staff
Mouser Technical Content Staff
Unlock the potential of machine learning by transforming ideas into impactful solutions. This blog introduces the roadmap for moving from proof of concept to production, exploring essential steps like data quality, robust experimentation, and post-production monitoring for lasting success.
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Tagged With: data quality, machine learning, ml, ml deployment, ml metrics, ml observability, open source ml, poc, post-production monitoring, proof of concept
Extending the ML Proof of Concept for Production
En noviembre 1, 2024 en All, Computing, General por Becks Simpson
Becks Simpson
Our series on building a machine learning proof of concept continues with a focus on software development and deployment. Transfer the model into production by using robust software development techniques and available deployment solutions.
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Tagged With: machine learning, ml in production, mlops, model serving, poc, proof of concept, software development
Open Source for ML Modeling
En agosto 30, 2024 en All, Computing, General, Open Source por Becks Simpson
Becks Simpson
With the help of existing resources, implementing the machine learning models required for a proof of concept isn’t as difficult as it seems.
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Tagged With: free ml resources, machine learning, ml, open source models, poc, proof of concept
A Robust Experimentation Environment for Success
En agosto 9, 2024 en All, Computing, General por Becks Simpson
Becks Simpson
Ensuring that an experimentation environment is structured to allow quick iteration on ML models and data is crucial for successful projects that produce robust and trustworthy results.
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Tagged With: data for ml, data quality, experimentation environment, machine learning, machine learning model, poc, proof of concept
Data Criteria for ML POC Success
En julio 17, 2024 en All, Computing, General por Becks Simpson
Becks Simpson
Selecting data inputs and labels, evaluating data quality, and determining the needed quantity of data are critical steps for a successful machine learning project.
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Tagged With: data for ml, data quality, deep learning, machine learning, proof of concept
ML Proof of Concept to Production Part One
En marzo 8, 2024 en All, Computing, General por Becks Simpson
Becks Simpson
Starting on the right foot by defining business goals and relevant metrics is key to developing a successful machine learning proof of concept and taking it to production.
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Tagged With: machine learning, metrics, proof of concept
Developing Your Design with the Help of a Hardware Accelerator
En octubre 2, 2019 en All, EIT 2019: Engineering Big Ideas, StartUp por Mike Reed
Mike Reed
Hardware accelerators offer investment, networking, and expert consultation on aspects of technical and business development. With the hardware innovation space more competitive than ever, this help is vital. As a startup, if you can’t develop your technology and grow fast, you will fall behind.
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Tagged With: Accelerator, Hardware, Hardware accelerator, Innovation, Innovator, Proof of concept, Startup
If You Build It, Will They Come?
En septiembre 20, 2019 en All, EIT 2019: Engineering Big Ideas, Maker por David Talbott
David Talbott
The essential hardware innovation question of “If you build it, will customers buy it?” keeps every maker, innovator, and founder of a startup awake at night. Fortunately, there are steps you can take to answer that question before investing a significant amount of time and money in a new idea.
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7556
Tagged With: Creator, Hardware accelerator, Maker, Minimum Viable Product, Proof of Concept, Prototype, Startup

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