Data Science Dojo

MARCH 30, 2023

In the illustration below, we are showing how different types of applications can access a database using REST API. Layered System: REST API should be designed in a layered system architecture, where each layer has a specific role and responsibility. Code on Demand : REST API supports the execution of code on demand.

System Architecture 545

System Architecture Python Database 545

O'Reilly Media

NOVEMBER 19, 2024

Store these chunks in a vector database, indexed by their embedding vectors. The various flavors of RAG borrow from recommender systems practices, such as the use of vector databases and embeddings. Here’s a simple rough sketch of RAG: Start with a collection of documents about a domain. Split each document into chunks.

Database 130

Database AI AI Natural Language Processing 130

Dataconomy

MARCH 3, 2025

By spreading out data storage, blockchain reduces the vulnerability associated with centralized points of failure typical in traditional databases. In contrast to standard databases managed by a central authority, blockchain promotes direct peer-to-peer exchanges and renders middlemen unnecessary.

Computer Science 91

Computer Science Computer Science Internet of Things Database 91

Pickl AI

DECEMBER 4, 2023

Python, R), Machine Learning, statistical modelling, Data Visualisation Pursue advanced degrees, participate in hackathons, and build a strong online presence by sharing projects on platforms like GitHub. . 8,45000 Database management, programming (e.g., 8,45000 Database management, programming (e.g., 12,00000 Programming (e.g.,

Data Analysis 52

Data Analysis Data Analysis Artificial Intelligence Artificial Intelligence 52

Pickl AI

DECEMBER 9, 2024

Variety Data comes in multiple forms, from highly organised databases to messy, unstructured formats like videos and social media text. Structured data is organised in tabular formats like databases, while unstructured data, such as images or videos, lacks a predefined format. Veracity Data reliability and quality vary significantly.

Big Data 52

Big Data Big Data Hadoop Apache Kafka 52

The MLOps Blog

APRIL 17, 2023

Of course, a relational database would be valuable here. Blob and file storage Some attributes don’t easily fit into a database field, and you’d need a data model to handle this. This is something that a simple relational database cannot do effectively when the amount of data is not trivial. Can you accept eventual consistency

Data Scientist 52

Data Scientist ML ML Machine Learning 52

AWS Machine Learning Blog

APRIL 14, 2025

Nodes Python functions that encode the logic of your agents. Edges Python functions that determine which Node to execute next based on the current state. Stateful architecture Support for stateful and adaptive agents within a graph-based architecture enables more sophisticated behaviors and interactions.

AWS 132

AWS AI AI ML 132