Stream processing services and architectures are becoming increasingly popular because they enable developers to mix data feed from multiple sources, and since not all data is produced equally and its value changes.
This blog will cover the introduction to streaming data, components of streaming data architecture, integrating batch processing with stream processing, and in depth about Amazon kinesis services.Read More Things to know about Streaming data
As data becomes more diverse and valuable, we will see more Machine Learning models on cloud. With the rise of intelligent machines, it is becoming important for developers to understand Machine Learning approaches on cloud.
This blog covers what is machine learning, distributed machine learning, Amazon Rekognition, Amazon Lex, Amazon Sagemaker, and Amazon EMR.Read More Things to know about Machine learning(ML) models on cloud
As data becomes more diverse and valuable, we will see more data-driven architecture and software. With the rise of data, it is becoming important for developers to understand data-driven approaches.
This blog explains what data is, how can we enrich our data, how can we analyse our data, and how to best use our data. We will be covering AWS Glue, AWS QuickSight, and AWS Sagemaker.Read More Things to know about Data-Driven Architecture on cloud
As data becomes one of the important parameters to consider before developing you solution, as we try to analyse, enrich and predict from our data. Before we deep dive into developing data products, we have to understand why do we use a excel sheet, when and why do we need to shift to a dbRead More When and Why to migrate from spreadsheet to a Database
In this blog, i focus on Apache Spark , features and limitations of Apache Spark , architecture of Apache Spark, architecture of SparkQL, and architecture of Spark MLib .Read More Introduction to Apache Spark, SparkQL, and Spark MLib.
In this blog, i focus on Hive, features and limitations of hive, architecture of hive and Joins in hiveRead More Introduction to Hive(A SQL layer above hadoop)