Archives for data lake
As the repository of data expands with each passing day, deriving meaningful insights from it through analytics has become a challenge. With organizations feeling the need to move this data around for better understanding and collaboration between different departments, data lakes have emerged. In simple terms, these are a large body of raw data where…
The post Important Steps To Keep Your Data Lake From Turning Into A Data Swamp appeared first on Analytics India Magazine.
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,…
The post Is Your Data Lake Smart Enough To Handle Building Artificial Intelligence Models? appeared first on Analytics India Magazine.
We recently covered an article on AWS Lake Formation and how it is going to make dealing with big data and large databases quite easy. While it recently announced the general availability of Lake formation to help developers, it’s not the only data lake available for developers to run their analytics and machine learning algorithms. …
The post Top Alternatives To AWS Lake Formation appeared first on Analytics India Magazine.
Year after year, the field of ML is progressing at break-neck speed, and new algorithms and techniques are entering the space at a high frequency. Also, machine learning workloads are becoming increasingly more prevalent. However, there are significant challenges in democratizing machine learning and reliably scaling and deploying ML workloads. In this article, we will…
The post Can Data Lakes Solve Machine Learning Workload Challenges? appeared first on Analytics India Magazine.
Matthieu Garnier, SVP Data and Analytics at Equifax, had some interesting insight to share with his audience while interacting with data science students at Manipal Pro Learn campus in Bengaluru. A mathematician by profession, Garnier has close to two decades of experience in the field of data science and spoke about how he attempts to…
The post Explainable AI Is Driving The Credit Analytics Market Now, Says Mathieu Garnier Of Equifax appeared first on Analytics India Magazine.