Databases Vs Data Warehouses Vs Data Lakes - What Is The Difference And Why Should You Care?

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    • Top Courses To Become A Data Engineer In 2022   What Is The Modern Data Stack - Intro To Data Infrastructure Part 1    • What Is The Modern Data Stack - Intro To D...   If you would like to learn more about data engineering, then check out Googles GCP certificate https://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. https://seattledataguy.substack.com/​​ Or check out my blog https://www.theseattledataguy.com/ And if you want to support the channel, then you can become a paid member of my newsletter https://seattledataguy.substack.com/s... Tags: Data engineering projects, Data engineer project ideas, data project sources, data analytics project sources, data project portfolio _____________________________________________________________ Subscribe:    / @seattledataguy   _____________________________________________________________ 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.