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Best practices and lessons for fine-tuning Anthropic’s Claude 3 Haiku on Amazon Bedrock

AWS Machine Learning - AI

Precision measures the proportion of generated tokens that match the reference tokens, and recall measures the proportion of reference tokens that are captured by the generated tokens. The precision would be 6/9 (6 matching tokens out of 9 generated tokens), and the recall would be 6/11 (6 matching tokens out of 11 reference tokens).

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The future of data: A 5-pillar approach to modern data management

CIO

It was not alive because the business knowledge required to turn data into value was confined to individuals minds, Excel sheets or lost in analog signals. We are now deciphering rules from patterns in data, embedding business knowledge into ML models, and soon, AI agents will leverage this data to make decisions on behalf of companies.

Data 167
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What is business intelligence? Transforming data into business insights

CIO

BI tools access and analyze data sets and present analytical findings in reports, summaries, dashboards, graphs, charts, and maps to provide users with detailed intelligence about the state of the business. Benefits of BI BI helps business decision-makers get the information they need to make informed decisions.

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Business intelligence and analytics firm Pyramid Analytics raises $100M

TechCrunch

By handling large amounts of data to analyze and benchmark lines of business, BI promises to help identify, develop, and otherwise create new revenue opportunities. Pervasive BI remains elusive, but statistics on the category reveal that about a third of employees use BI tools for analytics to inform strategy.

Analytics 215
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Boost team productivity with Amazon Q Business Insights

AWS Machine Learning - AI

Prerequisites To set up CloudWatch Logs for Amazon Q Business, make sure you have the appropriate permissions for the intended destination. Refer to Monitoring Amazon Q Business and Q Apps for more details. As organizations adopt AI-powered tools like Amazon Q Business, its crucial to implement proper controls and monitoring.

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Where to Learn Deep Learning – Courses, Tutorials, Software

CTOvision

It examines one of the hottest of Machine Learning techniques, Deep Learning, and provides a list of free resources for leanring and using Deep Learning-bg. Deep Learning is a very hot area of Machine Learning Research, with many remarkable recent successes, such as 97.5%

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Best practices for Meta Llama 3.2 multimodal fine-tuning on Amazon Bedrock

AWS Machine Learning - AI

Refer to Supported models and Regions for fine-tuning and continued pre-training for updates on Regional availability and quotas. The models were evaluated using the SQuAD F1 score metric , which measures the word-level overlap between generated responses and reference answers. As of writing this post, Meta Llama 3.2 He holds a Ph.D.