Category: Data Engineering

Advanced, Data Engineering, Docker, Machine Learning, Model Deployment, NLP, Profile Building

Deploying Machine learning Application on AWS Fargate

Amazon Web Services(AWS) offers reliable, scalable, and cost-effective cloud computing services. It provides Infrastructure as a service(IaaS), Platform as a Service(PaaS), Software as a Service(SaaS) also a new model known as Function as a Service(FaaS) eg. AWS Lambda which is a serverless entity. Before going further, if you don’t have an AWS account please create one to follow along with the hands-on. Amazon Elastic Container Service(ECS) Amazon ECS is a container orchestration platform developed by Amazon, it is similar to […]

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Beginner, Big data, Data Engineering, Database, NoSQL Leave a comment

5 Popular NoSQL Databases Every Data Science Professional Should Know About

Overview NoSQL databases are ubiquitous in the industry – a data scientist is expected to be familiar with these databases Here, we will see what is a NoSQL database and why you should learn about it We will also look at the features of 5 different NoSQL databases   Introduction Here’s a piece of advice I wish someone had given me when I was starting out in data science – learn as much as you can about working with databases. […]

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