Author Archives: 365Data Science

Our recent survey of over 130 top data engineers, data architects, and executives uncovered details and trends of the current state of data engineering and DataOps.Read our survey report to learn more about these trends as well as our predictions for future obstacles and our recommendations for avoiding them. Originally from KDnuggets https://ift.tt/38u8B7u source https://365datascience.weebly.com/the-best-data-science-blog-2020/the-future-of-cloud-is-now

Can resampling tackle the problem of too few fraudulent transactions in credit card fraud detection? Originally from KDnuggets https://ift.tt/3awqqp7 source https://365datascience.weebly.com/the-best-data-science-blog-2020/resampling-imbalanced-data-and-its-limits

A feature store is a data warehouse of features for machine learning. Differently from a data warehouse, it is dual-database: one serving features at low latency to online applications and another storing large volumes of features. Learn how Data Scientists leverage this capability in production-deployed models. Originally from KDnuggets https://ift.tt/37GTecM source https://365datascience.weebly.com/the-best-data-science-blog-2020/feature-store-vs-data-warehouse1563920

A feature store is a data warehouse of features for machine learning. Differently from a data warehouse, it is dual-database: one serving features at low latency to online applications and another storing large volumes of features. Learn how Data Scientists leverage this capability in production-deployed models. Originally from KDnuggets https://ift.tt/37GTecM source https://365datascience.weebly.com/the-best-data-science-blog-2020/feature-store-vs-data-warehouse

While it is important for enterprises to continue solving the past challenges in a machine learning pipeline (manage, monitor, track experiments and models) in 2021 enterprises should focus on strategies to achieve scalability, elasticity and operationalization of machine learning. Originally from KDnuggets https://ift.tt/3hhRvha source https://365datascience.weebly.com/the-best-data-science-blog-2020/5-strategies-for-enterprise-machine-learning-for-2021

Learn Data Science from these top courses. Details like cost and course duration are included. Originally from KDnuggets https://ift.tt/2KhNOMt source https://365datascience.weebly.com/the-best-data-science-blog-2020/top-9-data-science-courses-to-learn-online

A practical deep dive on production monitoring architectures for machine learning at scale using real-time metrics, outlier detectors, drift detectors, metrics servers and explainers. Originally from KDnuggets https://ift.tt/37DFX4D source https://365datascience.weebly.com/the-best-data-science-blog-2020/production-machine-learning-monitoring-outliers-drift-explainers-statistical-performance

Artificial Intelligence in Biodiversity: How AI can help in Animal Conservation ? As per the latest reports, by end of 2020, the population of wild animals living on the Earth is expected to fall by two-thirds. Few folks don’t care about animals and don’t know how these natural habitants affect the life of other livening beingsContinue reading “Artificial Intelligence in Biodiversity: How AI can help in Animal Conservation?”