Using TF-IDF Algorithm to Find Relevance Score in Document Queries

Using TF-IDF Algorithm to Find Relevance Score in Document Queries

As the term implies, TF-IDF stands for term frequency-inverse document frequency and is used to determine what words in a corpus of documents might be more favorable to use in a query. TF-IDF calculates values for each word in a document to the percentage of documents the word appears in....

Demystifying Hybrid Recommender Systems and their Use Cases

Demystifying Hybrid Recommender Systems and their Use Cases

Recommender systems aim to provide users with personalized online product or service recommendations to handle the increasing online information overload problem and improve customer relationship management. A Recommender system can be distinguished from an information retrieval system by the semantics of its user interaction. Recommender systems are mainly classified...

How insurance companies can leverage actionable insights

How insurance companies can leverage actionable insights

After a decade of strong growth, the insurance industry is now grappling with slow growth, rising costs, deterioration distribution structure and stalled reforms. To top it all, most of the Insurance companies are having a High Expense Ratio, Loss ratio, the insurance margin has gone down and the minimum capital...

6 advantages of using Amazon QuickSight

6 advantages of using Amazon QuickSight

Amazon QuickSight is a very fast, easy-to-use, cloud-powered Business Intelligence (BI) service for all your Big Data & Analytics needs. The Amazon Web services claim that all this can be done at marginal cost (1/10th to be precise) of what you spend on your on-premise solutions. The AWS...

AWS Aurora - Superior Cloud Database

AWS Aurora - Superior Cloud Database

AWS Aurora is a highly scalable, fast and durable, MySQL compatible database engine offered by Amazon Web Services[(also, Benefits to Testify the Importance of Amazon EMR)]). It is a fully managed database engine where Amazon RDS handles database provisioning, patching, backup and recovery. With AWS Aurora, failure detection and repair...

Why Performance Parameter Matters in Cloud Computing

Why Performance Parameter Matters in Cloud Computing

The decision, to whether move your Organization’s IT to the Cloud is difficult and requires a lot of Research. If you are the CEO of the company, then the probable answers you are looking at is “why so much hype about the Cloud”. According to a research done by Forrester,...