Best AWS Services You Need To Know As A Data Engineer - How To Become A Data Engineer

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Cloud service providers such as AWS and GCP offer hundreds of services, and sometimes it can be a little confusing to figure out what solution does what and how data engineers and data scientists might use them.
In this article, I wanted to discuss some of the services that are useful to know as a data engineer as well as provide a combination of real-world examples where I have used said services. I’ll also only be focusing on AWS for now.
So let’s dive into the cloud services you should know as a data engineer.
If you enjoyed this video, check out some of my other top videos.
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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.
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Опубликовано:

29 июл 2024

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Комментарии : 22

@tomastruchly9484 4 месяца назад

I would say AWS Glue belongs to the DE stack. Then there are more specific services like AWS Secrets Manager for storing sensitive credentials from Python scripts.

@SeattleDataGuy 4 месяца назад

Yeah I don’t know why I skipped glue! Pinning comment because I do think glue should have been included!

@plartoo 4 месяца назад

Thanks for the video and really looking forward to the series where you demo how to build ETL pipelines using these tools.

@SeattleDataGuy 4 месяца назад

Yeah! thank you did you see the most recent video - ru-vid.com/video/%D0%B2%D0%B8%D0%B4%D0%B5%D0%BE-AXpOnpNg3cQ.html

@gikis1 4 месяца назад

Hey there, thanks for the video! I believe you forgot to talk about MWAA, but your video helped me to reduce the anxiety about learning AWS.

@SeattleDataGuy 22 дня назад

Yes MWAA is also a a great solution for airflow, but it can get expensive, depending on the size of your company

@SeattleDataGuy 4 месяца назад

If you guys want to learn more about data engineering, then sign up for my newsletter here seattledataguy.substack.com/ or join the discord here discord.gg/2yRJq7Eg3k

@zxcv7586 4 месяца назад

do you have an end to end project series where in you're using these aws services for our learning reference? ingestion to s3 using lambda then glue then redshift something along those lines

@supermarkethobo9567 4 месяца назад

What confuses me is all the different services that can do the same thing. Like for data orchestration I think of Airflow/MWAA, but then here you suggested Lambda+EventBridge, then I've also heard of AWS Glue which can probably do the same thing.

@SeattleDataGuy 4 месяца назад

This is one of the many challenges of working in tech/DE...So many things that do the same-ish thing. So the question becomes, what do you want out of a solution. Do you need a simple script automated, do you have a complex flow of tasks, do you like some form of drag-drop low code solution?

@supermarkethobo9567 4 месяца назад

@@SeattleDataGuy I just hope recruiters don't throw my resume in the trash because I didn't use their exact tech stack

@user-ux4iu7us7p Месяц назад

What are your thoughts on the new AWS Data Engineering Certification?

@bobcatmania 4 месяца назад

What's the difference between a glue job and data bricks spark?

@thedailyepochs338 4 месяца назад

Heyy i am currently using one of your de roadmaps, would you still suggest a beginner learn sftp on their earlier projects, I am asking based on your opinion of sftp on one of your articles in your newsletter.

@pedrockc 4 месяца назад

I'm pretty good in Half-Life can I interchange that skill with AWS Lambda?

@SeattleDataGuy 4 месяца назад

I was like what? The game, then I googled it. Wild both come up with the same logo

@walterwhite4365 4 месяца назад

😂

@xthaone 4 месяца назад

Was expecting a Half-Life reference. Nope, it's a AWS service.

@SeattleDataGuy 4 месяца назад

How many people were expecting a half-life reference

@Godsfavouritechild_555 4 месяца назад

Hi, hope you are having a good day. I have been applying to many companies for Data Engineering roles in the US. But I am not getting a positive response. Can you please help me out by just reviewing my resume once! Thanks a lot for reading out my comment. I know you're busy. Thanks again!