Becoming Human

MAY 11, 2023

It covers everything from data preparation and model training to deployment, monitoring, and maintenance. The MLOps process can be broken down into four main stages: Data Preparation: This involves collecting and cleaning data to ensure it is ready for analysis.

Machine Learning 78

Machine Learning Machine Learning Cloud Computing DataOps 78

Becoming Human

MAY 30, 2024

HNSW Indexer Plugin The HNSW Indexer plugin helps create a vector index from your data, which can be used as a knowledge reference for the HNSW Retriever. Data Preparation Prepare your data or documents, for instance, restaurant data, in a dedicated folder. HNSW Indexer plugin HNSW Retriever plugin 1.

AI 59

AI AI Database Artificial Intelligence 59

Becoming Human

MAY 12, 2023

Objects in an image can be labeled, boundaries can be identified, and metadata can be generated using image annotation, which is part of the data preparation process for AI and machine learning tasks. Annotating images also helps improve facial recognition algorithms and allows robots to be trained to perform tasks.

Machine Learning 81

Machine Learning Machine Learning AI AI 81

Becoming Human

MAY 15, 2023

It includes a range of tools and features for data preparation, model training, and deployment, making it an ideal platform for large-scale ML projects.

Data Science 75

Data Science Machine Learning Machine Learning Database 75