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 DataOps Cloud Computing 78

Becoming Human

MAY 12, 2023

Data Which Fuels AI is Derived through Image Annotation A computer program or algorithm that interprets data, analyzes patterns or recognizes trends is known as artificial intelligence. In order to achieve this, one must understand the algorithms and be able to apply them to real-world challenges through AI.

Machine Learning 81

Machine Learning Machine Learning AI AI 81

Becoming Human

MAY 15, 2023

The two most common types of supervised learning are classification , where the algorithm predicts a categorical label, and regression , where the algorithm predicts a numerical value. Unsupervised Learning In this type of learning, the algorithm is trained on an unlabeled dataset, where no correct output is provided.

Data Science 75

Data Science Machine Learning Machine Learning Database 75

Becoming Human

MAY 30, 2024

HNSW stands for Hierarchical Navigable Small World, a graph-based algorithm that excels in vector similarity search. 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. Implementing HNSW Vector index What is HNSW?

AI 59

AI AI Database Artificial Intelligence 59