Beginner Books 1. Fundamentals Of Data Engineering https://bit.ly/3k4KUvX 2. Data Pipeline Pocket Reference Guide https://bit.ly/3k6n1nK 3. Kimball Data Warehousing Toolkits https://aatinegar.com/wp-content/uploads/2016/05/Kimball_The-Data-Warehouse-Toolkit-3rd-Edition.pdf Mid-level 1. Learning Spark https://bit.ly/3W8yFfi 2. Kafka The Definitive Guide https://bit.ly/3ZsPUuo 3. Pragmatic Programmer And Mythical Man Month https://bit.ly/3CCjO5O https://bit.ly/3Cy263l Advanced 1. Staff Engineer: Leadership Beyond the Management Track https://bit.ly/3XmYEka 2. Designing Data-Intensive Applications: The Big Ideas Behind Reliable, Scalable, and Maintainable Systems(kind of mid-level too) https://bit.ly/3vSIVh2 0:00 Intro 0:55 Beginner - Fundamentals Of Data Engineering 2:39 Beginner - Data Pipelines Pocket Guide 3:30 Beginner - Kimball's Data Warehousing Toolkit 4:49 Mid - Learning Spark 6:40 Mid - Pragmatic Programmer and Mythical Man Month 9:23 Mid - Kafka Definitive Guide 10:37 Advanced - Staff Engineer: Leadership Beyond the Management Track 11:58 Advanced/Mid - Designing Data-Intensive Applications: The Big Ideas Behind Reliable, Scalable, and Maintainable Systems If you enjoyed this video, check out some of my other top videos. Top Courses To Become A Data Engineer In 2022 https://www.youtube.com/watch?v=kW8_l57w74g What Is The Modern Data Stack - Intro To Data Infrastructure Part 1 https://www.youtube.com/watch?v=-ClWgwC0Sbw 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/subscribe Tags: Data engineering projects, Data engineer project ideas, data project sources, data analytics project sources, data project portfolio _____________________________________________________________ Subscribe: https://www.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.

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