Pickl AI

JULY 24, 2023

What is Real-Time Data Ingestion? Real-time data ingestion is the practise of gathering and analysing information as it is produced, without little to no lag between the emergence of the data and its accessibility for analysis. Traders need up-to-the-second information to make informed decisions.

Data Ingestion 52

Data Ingestion ETL Data Integration Data Science 52

IBM Journey to AI blog

JANUARY 9, 2024

In the generative AI or traditional AI development cycle, data ingestion serves as the entry point. Here, raw data that is tailored to a company’s requirements can be gathered, preprocessed, masked and transformed into a format suitable for LLMs or other models. A popular method is extract, load, transform (ELT).

Data Ingestion 210

Data Ingestion Data Integration Data Quality LLM 210

Marktechpost

APRIL 9, 2024

By facilitating efficient data integration and enhancing LLM performance, LlamaIndex is tailored for scenarios where rapid, accurate access to structured data is paramount. Key Features of LlamaIndex: Data Connectors: Facilitates the integration of various data sources, simplifying the data ingestion process.

Artificial Intelligence 117

Artificial Intelligence Artificial Intelligence Large Language Models LLM 117

IBM Journey to AI blog

JUNE 12, 2023

For instance, weekly talent reports generated for IBM’s CHRO and CEO needed to be 100% clear of inaccuracies in the data. What’s more, while the HR team members had scripts to check for data ingestion errors and data integrity, they lacked a solution that could proactively identified business errors within the data.

Data Quality 177

Data Quality Automation Data Ingestion Data Platform 177

IBM Journey to AI blog

JANUARY 5, 2023

Both approaches were typically monolithic and centralized architectures organized around mechanical functions of data ingestion, processing, cleansing, aggregation, and serving.

Data Quality 130

Data Quality Metadata ETL Big Data 130

Pickl AI

APRIL 14, 2023

The same applies to data. Improved Data Integration and Collaboration Since Data Governance establishes data standards and definitions, it promotes data sharing and exchange among business units. It also fosters collaboration amongst different stakeholders, thus facilitating communication and data sharing.

Data Platform 52

Data Platform Data Integration Automation Data Ingestion 52

Pickl AI

AUGUST 1, 2023

The key sectors where Data Engineering has a major contribution include IT, Internet/eCommerce, and Banking & Insurance. Salary of a Data Engineer ranges between ₹ 3.1 Data Storage: Storing the collected data in various storage systems, such as relational databases, NoSQL databases, data lakes, or data warehouses.

Big Data 52

Big Data Data Analysis Data Scientist Data Ingestion 52