A data lake is a centralized repository that ingests, stores, and allows for processing of large volumes of data in its original form.
Data ingestion is the process of obtaining and importing data for immediate use or storage in adatabase. To ingest something is to take something in or absorb something. Data can be streamed in real time or ingested in batches. In real-time data ingestion, each data item is imported as t...
Clean data is an ongoing process. Having the right tools in place working as they should, with the ability to grow with your business, solidifies your success strategy. Ensuring you have up-to-date and consistent data will give your team better data-driven insights into what your users need...
Event correlation is an essential part of any SIEM solution. Using advanced analytics to identify and understand intricate data patterns, event correlation provides insights to quickly locate and mitigate potential threats to business security. SIEM solutions significantly improve mean time to detect (MTTD...
What is an AI model? An AI model is a program that has been trained on a set of data to recognize certain patterns or make certain decisions without further human intervention.Artificial intelligencemodels apply different algorithms to relevant data inputs to achieve the tasks, or output, they...
An AI prompt should provide explicit instructions to the LLM so it can generate more useful, accurate, complete responses. However, the prompt itself is only a part of the system. An AI model also usesnatural language processinganddeep learningalgorithms to examine and comprehend the user's inpu...
Amazon Kinesis Data Streams is a massively scalable and durable real-time data streaming service. Read More » Expanding AWS PrivateLink support for Amazon Kinesis Data Firehose Posted On: Apr 16, 2019 Amazon Kinesis Data Firehose can now utilize AWS PrivateLink to securely ingest data. Read ...
Use an API and UI: Inside Azure, MLflow is bundled within the Machine Learning API version 2, so you can interact with the system programmatically. You can use the Azure portal to interact with a UI. MLflow simplifies and standardizes the process of machine learning development, from experiment...
My family is probably going to pick your brain for all the information you can give them. Aaron: I’m glad to represent my community. I’ll happily answer their questions. Simon: Thanks for humoring us, but if you ever feel uncomfortable or just want an out, let me know. Aaron:...
Generative AI is a kind of artificial intelligence technology that relies on deep learning models trained on large data sets to create new content.