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The InnoGraph Artificial Intelligence Taxonomy

Ontotext

The official (first) repo is tensorflow/tensor2tensor that has topics: machine-learning reinforcement-learning deep-learning machine-translation tpu. By exploring the first topic machine-learning , we find 117k Github repos. Wikipedia categories are used to classify articles, and to form a hierarchy.

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Best Practices for Metadata Management

Alation

This includes how data is formatted, with information on tables, pages, types, and relationships. To manage the sheer volume of metadata, a new category has emerged called active metadata. Data intelligence integrates intelligence derived from active metadata into categories like data quality, governance, and profiling.

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Build a transactional data lake using Apache Iceberg, AWS Glue, and cross-account data shares using AWS Lake Formation and Amazon Athena

AWS Big Data

It allows you to access diverse data sources, build business intelligence dashboards, build AI and machine learning (ML) models to provide customized customer experiences, and accelerate the curation of new datasets for consumption by adopting a modern data architecture or data mesh architecture. Define Lake Formation policies.

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Can we identify 3-D images using very little training data?

Insight

Image credit: [link] As the title suggests, this is a story about a question that may resonate well with many machine learning practitioners trying to build applications in the real world, where clean and annotated data on a specific problem can be sparse— How do we leverage the power of AI when we have very little data?

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Consumer Technology & Durables (CTD) in the COVID-19 Era

bridgei2i

This blog takes a look at the impact of the pandemic on Consumer Technology and Durables, and how the industry is responding to the crisis. As we’ve learned from Gartner , COVID-19 has triggered a few dominant emotions driving economic behaviours. Image 3: Changing customer habits and expenditure plans. The COVID-19 Impact.

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Artificial Intelligence: Implications On Marketing, Analytics, And You

Occam's Razor

Machine Learning | Marketing. Machine Learning | Analytics. People tend to use these phrases almost interchangeably: Artificial Intelligence (AI), Machine Learning (ML) and Deep Learning. Most Deep Learning methods involve artificial neural networks, modeling how our bran works.

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COVID-19: What’s changing and challenges to Supply chain outlook

bridgei2i

There might be spikes due to panic-buying, but mostly this demand is for basic SKUs, with very few people looking for categories like high-end beauty and personal products. Companies will need to look at machine-learning-based accelerators, which not only help in gaining insights into the complex supply chain through KPI measurement.

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