Data engineering

1. Non-Business Use
2024 FASTEST WAY TO LEARN DATA ENGINEERING FREE ON YOUTUBE (COMPLETE GUIDE +5
PROJECTS)
https://youtu.be/5CA8LenDMig?si=zMX9_reuPYHkPNt4
PARTS OF DATA ENGINEERING: (1) PROGRAMMING LANGUAGE (PYTHON, JAVA, SCALA); (2) SQL; (3)
BASIC LINUX COMMANDS; (4) DATA MODELLINGS; (5) BIG DATA; (6) SPARK AND/OR KAFKA; (7) DATA
ORCHESTRATION (AIRFLOW)
1. CS50 Computer Science Fundamentals from Harward University
https://www.youtube.com/watch?v=IDDmrzzB14M&list=PLhQjrBD2T380F_inVRXMIHCqLaNUd7
bN4
2. Data Engineering Simplified – Darshil Parmar
https://www.youtube.com/watch?v=1jJp8TevYvs
3. What can you learn from my 3 years in Data Engineering – Darshil Parmar
https://www.youtube.com/watch?v=52wUGD6XB8c
4. Being A Data Engineer: Expectations vs Reality – Seattle Data Guy
https://www.youtube.com/watch?v=6RiA_Qur2yo
5. Day in the life of a Data Engineer – What Do Data Engineers Do? – Seattle Data Guy
https://www.youtube.com/watch?v=OfN6Xm-msGs
6. Should you become A Data Engineer? Reasons Why People are becoming Des – Darshil Parmar
https://www.youtube.com/watch?v=jpzDA90EuQ8
7. These 3 things can help you understand Data Engineering Roles – Darshil Parmar
https://www.youtube.com/watch?v=RRjL84YamOA
8. Software Engineer vs Data Engineer – Is There A Difference? – Seattle Data Guy
https://www.youtube.com/watch?v=0wjngjhmtJA
PYTHON
9. Learn Python – Full Course for beginners (Tutorial) – 4 hour video – freecodecamp.org
https://www.youtube.com/watch?v=rfscVS0vtbw
10. Python Tutorial – Python Full course for beginners – Programming with mosh
https://www.youtube.com/watch?v=_uQrJ0TkZlc
SQL
11. How I use SQL as Data Engineer – Darshil Parmar
https://www.youtube.com/watch?v=u_TbaIDFoOg

2. Non-Business Use
12. SQL Tutorial – Full Database course for Beginners – freecodecamp.org
https://www.youtube.com/watch?v=HXV3zeQKqGY
13. MySQL Tutorial for Beginners [Full Course] – Programming with mosh
https://www.youtube.com/watch?v=7S_tz1z_5bA
14. Interview Preparation Kit
www.hackerrank.com/challenges
15. Difference between where and having clause in SQL / SQL Fundamentals – Ankit Bansal
https://www.youtube.com/watch?v=4xPxGX4mfb4
LINUX
16. Introduction to Linux & Terminal Commands – Kunal Kushwaha
https://www.youtube.com/watch?v=iwolPf6kN-k
DATA MODEL
17. Complete a Project with me! Building Data Model and Database Part 3 – Darshil Parmar
https://www.youtube.com/watch?v=2xyoz0T47Bs
18. Types of Data Under Big Data – Tutorial Point (India) Ltd
https://www.youtube.com/watch?v=Xnic25CPnZ8
19. What is ETL/ what is Data Warehouse/ OLTP vs OLAP – Codebasics
https://www.youtube.com/watch?v=oF_2uDb7DvQ
20. Data Batch Processing vs Stream Processing – Data Engineering
https://www.youtube.com/watch?v=41VHGrTnFrU
21. Big Data Full Course 2022 / Big Data Tutorial for Beginners / Big Data step by step / Simplilearn –
Simplilearn
https://www.youtube.com/watch?v=KCEPoPJ8sWw
22. Data Warehouse Tutorial for Beginners / Data Warehouse Concepts / Data Warehousing /
Edureka – Edureka!
https://www.youtube.com/watch?v=J326LIUrZM8
23. Data Warehouse Tutorial for Beginners / Data Warehouse concepts / Intellipaat – Intellipaat
https://www.youtube.com/watch?v=fGaJru-1fjI
24. Spark Tutorial / Spark Tutorial for beginners / Apache Spark Full Course – Learn Apache Spark
2020 – Great Learning
https://www.youtube.com/watch?v=zC9cnh8rJd0

3. Non-Business Use
25. All about [What is Big Data]? – Data Engineering
https://www.youtube.com/watch?v=rsOSrEbK7sU
26. Apache Spark-01-Setup your environment – Learning Journal
https://www.youtube.com/watch?v=AYZCpxYVxH4
27. Airflow Tutorial for Beginners – Full Course in 2 Hours 2022 – code2j
https://www.youtube.com/watch?v=K9AnJ9_ZAXE
28. Twitter Data Pipeline using Airflow for Beginners / Data Engineering Project – Darshil Parmar
https://www.youtube.com/watch?v=q8q3OFFfY6c
29. What is cloud computing? Best Video to begin with/ cloud series – Part 1 – Darshil Parmar (AWS)
https://www.youtube.com/watch?v=QHIOX_RqjLI
30. COVID 19 – Build End to End Data Engineering Project/Part 1 – Darshil Parmar
https://www.youtube.com/watch?v=gFWu-SSzRzc
31. YouTube Data Analysis / END TO END DATA ENGINEERING PROJECT – Darshil Parmar
https://www.youtube.com/watch?v=yZKJFKu49Dk