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How ML System Design helps us to make better ML products

Xebia

With the industry moving towards end-to-end ML teams to enable them to implement MLOPs practices, it is paramount to look past the model and view the entire system around your machine learning model. Demand forecasting is chosen because it’s a very tangible problem and very suitable application for machine learning.

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Document Classification With Machine Learning: Computer Vision, OCR, NLP, and Other Techniques

Altexsoft

So businesses employ machine learning (ML) and Artificial Intelligence (AI) technologies for classification tasks. Namely, we’ll look at how rule-based systems and machine learning models work in this context. Opinion classification and social listening. Object recognition with computer vision. Text classification.

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Build a contextual text and image search engine for product recommendations using Amazon Bedrock and Amazon OpenSearch Serverless

AWS Machine Learning - AI

Amazon SageMaker Studio – It is an integrated development environment (IDE) for machine learning (ML). The solution design consists of two parts: data indexing and contextual search. All the code for this post is available in the GitHub repo. Review and prepare the dataset. You then display the top similar results.

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Hardest tech roles to fill (+ solutions!)

Hacker Earth Developers Blog

Software architects . The unicorns of the tech job market, software architects make high-level design choices and define software coding standards. According to research , the Software Architect role has one of the highest talent deficits. Here are a few tips you can follow while hiring a software architect.

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New live online training courses

O'Reilly Media - Ideas

Get hands-on training in Docker, microservices, cloud native, Python, machine learning, and many other topics. Learn new topics and refine your skills with more than 219 new live online training courses we opened up for June and July on the O'Reilly online learning platform. AI and machine learning.

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22 YouTube Channels To Level Up Your Programming Skills

Codegiant

Whenever you’re just starting out with software development or simply want to uplevel your programming skills, you’ll need the right info resources to achieve your goals. Without further ado: What Is Coding And How Does It Work? I believe that being a developer requires more than just knowing how to code. another mistake.

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Empathetic Technology: The Future of Workplace DE&I?

Hacker Earth Developers Blog

Centralizing your data with an ERP software solution is an excellent way to resolve this. This kind of tool allows you to store all your information in a secure database that links up your systems. This term covers the use of any tech-based tools or systems designed to understand and respond to human emotions.