Uploaded October 2022 | Updated September 2026, 1 week ago
Recently I was helping a client with a project because their MongoDB instance wasn't able to handle the queries they needed.
I explained that one of the major issues is that MongoDB wasn't built for complex analytical queries. Both in terms of its structure and its query language.
So I suggested they look into OLAP. But they weren't sure what that was, so I decided to make a video about databases vs data warehouses vs data lakes.
If you enjoyed this video, check out some of my other top videos.
Top Courses To Become A Data Engineer In 2022
youtube.com/watch?v=kW8_l57w74g
What Is The Modern Data Stack - Intro To Data Infrastructure Part 1
youtube.com/watch?v=-ClWgwC0Sbw
If you would like to learn more about data engineering, then check out Googles GCP certificate
bit.ly/3NQVn7V
If you'd like to read up on my updates about the data field, then you can sign up for our newsletter here.
seattledataguy.substack.com/
Or check out my blog
theseattledataguy.com
And if you want to support the channel, then you can become a paid member of my newsletter
seattledataguy.substack.com/subscribe
Tags: Data engineering projects, Data engineer project ideas, data project sources, data analytics project sources, data project portfolio
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Subscribe: youtube.com/channel/UCmLGJ3VYBcfRaWbP6JLJcpA?sub_confirmation=1
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About me:
I have spent my career focused on all forms of data. I have focused on developing algorithms to detect fraud, reduce patient readmission and redesign insurance provider policy to help reduce the overall cost of healthcare. I have also helped develop analytics for marketing and IT operations in order to optimize limited resources such as employees and budget. I privately consult on data science and engineering problems both solo as well as with a company called Acheron Analytics. I have experience both working hands-on with technical problems as well as helping leadership teams develop strategies to maximize their data.
*I do participate in affiliate programs, if a link has an "*" by it, then I may receive a small portion of the proceeds at no extra cost to you.
Recently I was helping a client with a project because their MongoDB instance wasn't able to handle the queries they needed.
I explained that one of the major issues is that MongoDB wasn't built for complex analytical queries. Both in terms of its structure and its query language.
So I suggested they look into OLAP. But they weren't sure what that was, so I decided to make a video about databases vs data warehouses vs data lakes.
If you enjoyed this video, check out some of my other top videos.
Top Courses To Become A Data Engineer In 2022
youtube.com/watch?v=kW8_l57w74g
What Is The Modern Data Stack - Intro To Data Infrastructure Part 1
youtube.com/watch?v=-ClWgwC0Sbw
If you would like to learn more about data engineering, then check out Googles GCP certificate
bit.ly/3NQVn7V
If you'd like to read up on my updates about the data field, then you can sign up for our newsletter here.
seattledataguy.substack.com/
Or check out my blog
theseattledataguy.com
And if you want to support the channel, then you can become a paid member of my newsletter
seattledataguy.substack.com/subscribe
Tags: Data engineering projects, Data engineer project ideas, data project sources, data analytics project sources, data project portfolio
_____________________________________________________________
Subscribe: youtube.com/channel/UCmLGJ3VYBcfRaWbP6JLJcpA?sub_confirmation=1
_____________________________________________________________
About me:
I have spent my career focused on all forms of data. I have focused on developing algorithms to detect fraud, reduce patient readmission and redesign insurance provider policy to help reduce the overall cost of healthcare. I have also helped develop analytics for marketing and IT operations in order to optimize limited resources such as employees and budget. I privately consult on data science and engineering problems both solo as well as with a company called Acheron Analytics. I have experience both working hands-on with technical problems as well as helping leadership teams develop strategies to maximize their data.
*I do participate in affiliate programs, if a link has an "*" by it, then I may receive a small portion of the proceeds at no extra cost to you.
