Today’s organizations are unable to convert the external and internal data sources into meaningful information.
They lack enough visibility into various key business processes,360-degree view of the customers & behavioral patterns and hence unable to make informed and timely decisions leading to business risks and inefficient planning.How data-lakes can help …
Usually, data in most of the organization is stored in various different locations in different ways with no centralized access management. It’s very difficult to have access to it and perform any kind of analysis. Data-lakes break down these data-silos and provide seamless access to the required data for meaningful insights and faster innovation.
Data-lakes allow you to receive both your structured & unstructured data from different data sources and store it in a centralized secure repository at any scale. This helps you to have better data-governance and control.
With data-lakes, there is no need to have a pre-defined schema. This helps to process the raw data without having any information on the type of analysis that might be required in the future.
Data-lakes eliminate any requirements of data modeling during the data-ingestion. You can store data in data-lakes in any format & medium i.e. RDBMS, NoSQL Databases, File Systems, and Time Series Databases, etc. Data can be loaded in its existing format like a log, CSV, XML, parquet, etc. without any transformation. Data-lakes are quite cheaper as compared to traditional data warehouse as it allows to store data without any pre-defined format or schema.
By having a centralized data repository in the form of data-lakes, multiple data-sets can be combined together to train and deploy machine learning models to perform predictive analysis and data usage patterns. Since data in Data-lakes is stored in an open format, It makes it easier for various ML/AI-based analytical services to process this data to generate meaningful insights
We can help you build your modern data-lake solution with a centralized data repository with an integrated suite of analytical services. Know More...
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