Remove document-classification
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Data Engineering Weekly #171

Data Engineering Weekly

link] Gradient Flow: Learning from the Past - Comparing the Hype Cycles of Big Data and GenAI The blogs compare the hype cycle of Big Data with Gen AI. The blog narrates the initial hype of Big Data, followed by talent shortages and lead time to build production applications. It is one of the tools I wish Uber could open source.

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New Applied ML Research: Few-shot Text Classification

Cloudera

Text classification is a ubiquitous capability with a wealth of use cases. While dozens of techniques now exist for the fundamental task of text classification, many of them require massive amounts of labeled data in order to prove useful. This is all well and good for words, but what about documents? the,” “at,” or “it”).

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Naive Bayes in Machine Learning [Examples, Models, Types]

Knowledge Hut

Naive Bayes is a simple but surprisingly powerful probabilistic machine learning algorithm used for predictive modeling and classification tasks. Some typical applications of Naive Bayes are spam filtering, sentiment prediction, classification of documents, etc. What are the types of Naive Bayes classifier?

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Data governance beyond SDX: Adding third party assets to Apache Atlas

Cloudera

In this blog, we’ll highlight the key CDP aspects that provide data governance and lineage and show how they can be extended to incorporate metadata for non-CDP systems from across the enterprise. can define a valid set of classification definitions which can later be added to each instance of this typedef. Type : server. ip_address.

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Accelerating Cost Reduction: AI Making an Impact on Financial Services

Cloudera

In fact, some of the insights presented in this blog have been assisted by the power of large language models (LLMs), highlighting the synergy between human expertise and AI-driven insights. Content Generation, Text Classification, and Clustering Automate website content for FAQs and help sections, keeping customer-facing content up to date.

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Natural Language Processing: A Guide to NLP Use Cases, Approaches, and Tools

AltexSoft

Text classification. Both in daily life and in business, we deal with massive volumes of unstructured text data : emails, legal documents, product reviews, tweets, etc. Text classification is one of fundamental NLP techniques that helps organize and categorize text, so it’s easier to understand and use. Sentiment analysis.

Process 139
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Top 10 Azure Project Ideas for 2023 [Beginners to Advanced]

Knowledge Hut

This blog helps understand the top 10 Azure projects one can use for learning and understanding Azure services. Azure projects for learning that are discussed in this blog will help the candidates stand out in interviews as they correspond to some of the most common use cases in the industry. Below is a sample result: 3.

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