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Supercharge your AI team with Amazon SageMaker Studio: A comprehensive view of Deutsche Bahn’s AI platform transformation

AWS Machine Learning

billion EUR (in 2022), a workforce of 336,884 employees (including 221,343 employees in Germany), and operations spanning 130 countries. Solution overview The architecture at Deutsche Bahn consists of a central platform account managed by a platform team responsible for managing infrastructure and operations for SageMaker Studio.

APIs 92
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5 Skills and Traits Every Call Center Leader Should Have

Fonolo

Their day-to-day work is riddled with angry customers, monotonous scripts, and constant problem-solving. In 2022, agent attrition is worse than ever. Agent Engagement Will Be Critical for Contact Centers in 2022. Industry Report: Contact Center Trends 2022. How to Foster Agent Engagement in a Hybrid Contact Center.

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Boosting RAG-based intelligent document assistants using entity extraction, SQL querying, and agents with Amazon Bedrock

AWS Machine Learning

A prompt is constructed from the concatenation of a system message with a context that is formed of the relevant chunks of documents extracted in step 2, and the input question itself. Consider the question: “What are the top 5 companies with the highest revenue in 2022?” Filter down to keep the revenues of 2022 for each of them.

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Build an air quality anomaly detector using Amazon Lookout for Metrics

AWS Machine Learning

Download the Python script ( publish.py ) and data file from the GitHub repo. For example, if today’s date is July 8, 2022, then replace 2022-03-25 with 2022-07-08. This is required to simulate sensor data for the current date using the IoT simulator script. For this post, we use the us-east-1 Region.

Metrics 68
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Financial text generation using a domain-adapted fine-tuned large language model in Amazon SageMaker JumpStart

AWS Machine Learning

Although these SEC filings are publicly available to anyone, downloading parsed filings and constructing a clean dataset with added features is a time-consuming exercise. We select Amazon’s SEC filing reports for years 2021–2022 as the training data to fine-tune the GPT-J 6B model. For details, see the example notebook.

Finance 65
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Domain-adaptation Fine-tuning of Foundation Models in Amazon SageMaker JumpStart on Financial data

AWS Machine Learning

Although these SEC filings are publicly available to anyone, downloading parsed filings and constructing a clean dataset with added features is a time-consuming exercise. We select Amazon’s SEC filing reports for years 2021–2022 as the training data to fine-tune the GPT-J 6B model. For details, see the example notebook.

Finance 52
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The Sales Pro’s Guide to Sales Prospecting

Integrity Solutions

Using unconventional and creative approaches to prospecting, letting your personality shine, even making a prospect laugh along the way will make you more memorable, and it will almost always be more effective than scripted or bland sales-speak. It isn’t. It’s more than that. The ones who are, though, have a distinct advantage.

Sales 91