Marktechpost

JULY 24, 2023

All systems used for production must be versioned. The tool makes machine learning models shared and reproducible by managing big files, data sets, machine learning models, code, etc. In addition to supporting batch and streaming data processing, Delta Lake also offers scalable metadata management.

Machine Learning 52

Machine Learning Metadata Data Science DevOps 52

Artificial Corner

JUNE 6, 2023

For example, a retail business might use an OLAP system to analyze sales data by product, geography, and time. For example, a retailer might use data mining techniques to identify patterns in customer purchasing behaviour, which could then be used to inform marketing strategies or product development.

Data Mining 52

Data Mining Big Data ETL Machine Learning 52

Marktechpost

JULY 20, 2023

For instance, musical mixtures have a context such that the joint probability density of sources does not factorize into the product of individual sources. The model is trained using the joint probability density of sources sharing a context, referred to as the prior distribution.

AI Researcher 97

AI Researcher AI Research Deep Learning AI 97

The MLOps Blog

JUNE 27, 2023

Collaboration and version control : Support collaboration among data and ML teams, allowing them to share code, models, and experiments. This allows you to leverage your preferred ML tools and access a wide range of resources, enhancing productivity and enabling the use of cutting-edge techniques. Check out the Metaflow Docs.

Machine Learning 134

Machine Learning Metadata Data Quality Data Scientist 134

Marktechpost

JULY 17, 2023

For instance, forecasting the sales of a product (let’s say flowers) on a specific day in a market, There would be a lot more rose sales if it were Valentine’s Day! Clustering Model A clustering model clusters data points according to their shared attributes. It creates forecasts using historical data.

Machine Learning 93

Machine Learning Data Mining Data Scientist Artificial Intelligence 93

ODSC - Open Data Science

JUNE 6, 2023

While real-time machine learning presents many opportunities, few teams successfully serve production-grade machine learning models in real-time, and most struggle to deliver the feature freshness needed for low-latency inference. He previously worked as a product engineer in infrastructure automation.

Machine Learning 90

Machine Learning ML Engineer Neural Network Data Science 90

Snorkel AI

OCTOBER 17, 2023

Gideon Mann is the head of the ML Product and Research team in the Office of the CTO at Bloomberg LP. Where do you get significant delta ? You were able to share what you did with the community. I think data science skills have to be mixed with data skills and with domain-expert or product management skills.

Large Language Models 64

Large Language Models NLP Prompt Engineer Prompt Engineering 64

Snorkel AI

OCTOBER 17, 2023

Gideon Mann is the head of the ML Product and Research team in the Office of the CTO at Bloomberg LP. Where do you get significant delta ? You were able to share what you did with the community. I think data science skills have to be mixed with data skills and with domain-expert or product management skills.

Large Language Models 59

Large Language Models NLP Prompt Engineer Prompt Engineering 59