- Published on October 15, 2019
- In AI Features
Is Your Data Lake Smart Enough To Handle Building Artificial Intelligence Models?
- By Ambika Choudhury
Understanding data to make better decisions is one of the crucial tasks in an organisation. This is where a data lake comes into the picture. A data lake is a storage repository that holds a vast amount of raw data in its native format using a flat architecture until it is needed. To solve problems, enterprises then reach out to the data lake for relevant data, and that smaller set of data can then be analysed to help answer the question.
Advantage Of Using A Data Lake
There are several advantages of using a data lake such as:
Helps gain insights flexibly
Extract any format of data
Agility in business
No data silos
Also, different types of analytics such as Big Data Analytics, Real-time analytics, SQL queries, etc. can be seamlessly used to gain insights on data.
📣 Want to advertise in AIM? Book here
Ambika Choudhury
A Technical Journalist who loves writing about Machine Learning and Artificial Intelligence. A lover of music, writing and learning something out of the box.
Related Posts
Will 2026 be the year of AI IPOs?
With CoreWeave’s listing in the US and Fractal Analytics poised to become the first AI pure-play Indian company to go
Fighting Deepfakes May Not Be a Technology Problem
Defenders must be active at all times, while attackers need only one opportunity.
India’s Data Centre Expansion Is Decentralising
Without compute buildup beyond metros, the next wave of digital adoption will be constrained
How Mumbai Keeps Winning India’s Data-Centre Race
Land prices are among the highest in the country, but total build economics remain competitive by global standards.
From Shortages to Scale, io.net’s Approach to Rewriting AI Compute Access
A decentralised GPU marketplace may scale AI compute faster than traditional clouds, as GPU demand towers over supply
Why Deloitte Built a Tax AI That Knows When to Say ‘I Don’t Know’
The company has launched an agentic AI platform for tax research that’s targeting something radical in a conservative profession.
Can India’s AI Copyright Plan Survive Legal and Technical Scrutiny?
India’s ambitious proposal for a single mandatory AI training licence faces feasibility, legal and innovation concerns.
2026 Could be India’s Year in AI, But Only the Resilient Will Survive
“This isn’t a freeze. It’s a filter… By 2026, the real signal will be resilience, not rhetoric.”
Download the easiest way to
stay informed
stay informed
