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To ETL or not to ETL? The benefits and limitations of ETL Tools over data scripting languages
ETL refers to "Extract, Transform, and Load". By this point, the concept of ETL is well-established within the data industry and there are a number of enterprise-proven "ETL Tools" available to assist organizations with the [...]
Let’s Talk Azure Machine Learning Services
Azure Machine Learning Services is a Python-based service in Azure that provides a framework for developing and productionalizing data science. Note that this service is different than other similar services such as “Machine Learning Server”, [...]
5 Things to Know about Databricks
Databricks is now available in both AWS and Azure so it’s getting a lot of buzz! Let’s discuss 5 things you should know about Databricks before diving in. 1. Databricks is a managed Spark-based service [...]
What is a data warehouse and why do I need one?
While the data warehouse isn’t a new concept, many are left wondering – what is a data warehouse? And why do I need one? I'm sad to tell you that when we say "data warehouse", [...]
Interactive Custom Visualizations in Power BI using Plotly
Did you know that Power BI supports custom, interactive visualizations using the Plotly library in R? This capability is exciting, and many organizations are intrigued! We’ll use this blog post to discuss these interactive custom [...]
When does it make sense to hire a data science consulting company?
Going into 2019, data science and machine learning is all the hype. Organizations in every industry are starting to realize that the key to success is held in the ability to make organization-wide data-driven decisions. [...]