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

AWS Machine Learning - AI

The TAT-QA dataset has been divided into train (28,832 rows), dev (3,632 rows), and test (3,572 rows). For the model fine-tuning and performance evaluation, we randomly selected 10,000 examples from the TAT-QA dataset to fine-tune the model, and randomly picked 3,572 records from the remainder of the dataset as testing data.

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What is data analytics? Analyzing and managing data for decisions

CIO

More specifically: Descriptive analytics uses historical and current data from multiple sources to describe the present state, or a specified historical state, by identifying trends and patterns. In business analytics, this is the purview of business intelligence (BI). Data analytics methods and techniques.

Analytics 203
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7 famous analytics and AI disasters

CIO

According to CIO’s State of the CIO 2022 report, 35% of IT leaders say that data and business analytics will drive the most IT investment at their organization this year. And 20% of IT leaders say machine learning/artificial intelligence will drive the most IT investment. AI algorithms identify everything but COVID-19.

Analytics 218
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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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Best practices for Meta Llama 3.2 multimodal fine-tuning on Amazon Bedrock

AWS Machine Learning - AI

Cut-VQAv2 This is a carefully curated subset of the VQA dataset, containing diverse image-question-answer triplets designed to test various aspects of visual understanding and reasoning. Configuring fine-tuning parameters When fine-tuning Meta Llama 3.2 Sovik Kumar Nath is an AI/ML and Generative AI senior solution architect with AWS.

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Pentaho Continues To Innovate: Data Science Pack Operationalizes Use of R and Weka

CTOvision

SAN JOSE, Calif. , June 3, 2014 /PRNewswire/ – Hadoop Summit – According to the O’Reilly Data Scientist Salary Survey , R is the most-used tool for data scientists, while Weka is a widely used and popular open source collection of machine learning algorithms. Learn more about the Pentaho Data Science Pack.

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Business Analytics tools & use cases

Apiumhub

More data is available to businesses than ever, which is why business analytics is a growing field. Airlines may rely on business analytics to determine ticket prices, for example, while hospitals use data to optimize the flow of patients or schedule surgeries. What is Business Analytics?