Category: Big Data
Challenges in Modern Data Processing
Having spent 5 years in the space of Data Analytics, I have come across a few challenges that might hamper an organization’s efforts to mature as a Data-Driven...
Why Databricks is gaining popularity?
In February 2020, Gartner released its magic chart for Data Science. A pleasant surprise, however, was to see Databricks amongst the leaders. Interestingly, it made a...
Databricks Koalas: bridge between pandas and spark
Imagine that you are an ML engineer. You have a massive task of operationalizing a model trained and tested by your Data Scientists. It is working perfectly well for the...
How to read mismatched schema in apache spark
In today’s world, python dominates the data analysis space, while apache-spark rules the big data paradigm. The former contains a plethora of libraries like pandas...
A first look at Azure Synapse Analytics
Strongly recommended reading: Azure Synapse Analytics: Azure SQL Data Warehouse revamped In the aforementioned article, we gave an introduction to Azure Synapse...
Introducing Azure Data Factory Data Flows
They say that life comes full circle i.e. you start and end at the same point. However, in my humble opinion, that is not true. Life is like an unending spiral. You do...
Managed Identity between Azure Data Factory and Azure storage
Last month Microsoft announced that Data Factory is now a ‘Trusted Service’ in Azure Storage and Azure Key Vault firewall. Accordingly, Data Factory can...
Azure Synapse Analytics: Azure SQL Data Warehouse revamped
Prologue On 5th November 2019, I read an early morning announcement of Azure Synapse Analytics. It was formerly known as Azure SQL Data warehouse. This announcement took...
Lambda Architecture with Azure Databricks
Introducing Lambda Architecture It is imperative to know what is a Lambda Architecture, before jumping into Azure Databricks. The greek symbol lambda(λ) signifies...
Log Analytics with Python Pandas Explode
Prologue to Analytics with Python I strongly recommend reading this article before you go ahead with this article: Log Analytics using STRING_SPLIT function. This...