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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. Classifying formal documents by type is the most basic example where rule-based systems would work well.

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In AI we trust? Why we Need to Talk About Ethics and Governance (part 2 of 2)

Cloudera

They identified four main categories: capturing intent, system design, human judgement & oversight, regulations. An AI system trained on data has no context outside of that data. Designers therefore need to explicitly and carefully construct a representation of the intent motivating the design of the system.

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How to Screen and Interview Fintech Data Engineer

Mobilunity

Machine Learning and Analytics: Understanding of machine learning frameworks (e.g., Provide constructive feedback to unsuccessful candidates and present a clear, compelling offer to the selected candidate. TensorFlow, PyTorch) and analytics tools to derive insights from large datasets is highly beneficial.

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Who is ETL Developer: Role Description, Process Breakdown, Responsibilities, and Skills

Altexsoft

The data can be used with various purposes: to do analytics or create machine learning models. Any system dealing with data processing requires moving information between storages and transforming it in the process to be then used by people or machines. But it can’t be used in its raw format. Data scientists.

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Journey to Event Driven – Part 2: Programming Models for the Event-Driven Architecture

Confluent

Rather, we apply different event planes to provide orthogonal aspects of system design such as core functionality, operations and instrumentation. This is how we think about system design and architecture. Another benefit of the event streaming systems is that we can continuously extend the functionality.

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Rail Fleet Management: How Technologies Help Handle Asset Tracking and Maintenance in Freight Rail Industry

Altexsoft

Tracking software will let you know when cars are shipped, constructively placed, actually placed, released, and how many days are held. If you are a railroad operator, the system will automatically calculate demurrage charges considering your company daily rates and credit days and create invoice-ready reports.

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Image Recognition with Deep Neural Networks and its Use Cases

Altexsoft

Researchers can use deep learning models for solving computer vision tasks. Deep learning is a machine learning technique that focuses on teaching machines to learn by example. Since most deep learning methods use neural network architectures, deep learning models are frequently called deep neural networks.

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