Google’s BigQuery is a cloud data warehouse leveraged by data analysts and data scientists. If your data already lives on Google Cloud Platform, BigQuery is a natural choice.But before you can benefit from BigQuery’s user-friendly platform, accelerated insights, and ability…
Continue reading Best BigQuery ETL Tools: Comparing Costs and Usability
To get the most of your data, you need a robust analytics stack that provides valuable, effortless insights to both data scientists and business users alike.Unfortunately, getting there isn’t always half the fun. When vetting tools to make it possible,…
Continue reading Stitch vs. Fivetran: Price, Integrations, Support, and More
You’re building a new data solution for your business, and you need an ELT tool to make storing and analyzing data more manageable. You’ve read a ton of articles and talked to a bunch of folks about what they use.…
Continue reading How To Choose An ELT Tool: 6 Key Considerations
In an era where data is king, the race is on to make access to data as reliable and straightforward as everyday utilities. One company leading the way is cloud-native ETL platform and automated data integration provider, Fivetran. Listed in Forbes…
Continue reading Top 5 Fivetran Alternatives: Weighing Complexity and Cost
Experienced data scientists and developers are spoilt for choice when it comes to data analytics tools. But for those who don’t hail from a data-centric background, it can prove to be quite a challenge.Data operations platforms like Keboola are valuable…
Continue reading Top 5 Keboola Alternatives: Weighing Expertise and Ease of Use
If you’re building a data warehouse, you need ETL to move data into that storage. To do that, you first extract data from an array of different sources. Then you apply transformations to get everything into a format you can…
Continue reading Python ETL Tools: Top 9 Frameworks & Best Use Cases
Finding the right ETL tool for your business is essential. ETL pulls data out of a source (extract), makes changes according to requirements (transform), and then pushes the transformed data into a database, data warehouse, or BI platform.From cost to maintenance,…
Continue reading Top ETL Tools for Business… And The Case For Saying ‘No ETL’
Data is the underlying force that drives modern marketing campaigns. But if you’re an agency running multiple promotions across platforms, the data aggregation process is sometimes a nightmare.To avoid regularly spending 20+ hours extracting data and uploading it into tools…
Continue reading Top 5 Supermetrics Alternatives: Balancing Ease Of Use & Cost
“To buy or not to buy, that is the question.”Ok, comparing the construction of a company’s ETL pipeline with Hamlet’s binary choice on whether to stick around or just get some sleep is a touch dramatic. But let’s not minimize…
Continue reading Build or Buy ETL Tools: The Pros and Cons of Building a Pipeline
When it comes to flavors of SQL, everyone’s got an opinion—and often a pretty strong one. While the SQL debates aren’t quite as intense as, say, the Python/R holy war in the data science community, they can still generate a…
Continue reading Microsoft ETL Tools: Top 5 Solutions for Efficient Data Integration
In this unprecedented year, data analysts, engineers, and developers showed incredible adaptability and resilience. Companies that deployed robust cloud and data infrastructure (with data-driven technologies like AI and ML) didn’t just survive—they thrived.To successfully implement this kind of infrastructure, you…
Continue reading Top 5 Etleap Alternatives: Weighing the Trade-offs of Cost and Support
If you work with data of any real size, chances are you’ve heard of ETL before. If not (or if you just like having your memory refreshed), here’s a summary: ETL is a framework for moving data from transactional databases,…
