Data Engineer Complete Roadmap 🔥 For Beginners With Resources | Best Skill Sets & Frameworks 🔥

𝗝𝗼𝗶𝗻 𝗙𝗥𝗘𝗘 𝗠𝗮𝘀𝘁𝗲𝗿𝗰𝗹𝗮𝘀𝘀 𝗦𝗮𝘁𝘂𝗿𝗱𝗮𝘆 & 𝗦𝘂𝗻𝗱𝗮𝘆:
🔴 Build Facebook News feeds? Learn it from Ex-Facebook Tech Lead - https://bit.ly/3oQDqdn
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🔥𝗜𝗺𝗽𝗼𝗿𝘁𝗮𝗻𝘁 𝗥𝗲𝘀𝗼𝘂𝗿𝗰𝗲𝘀🔥

🔴 Data Engineer Roadmap Document :
➡️https://docs.google.com/document/d/1gttrkjZ4P4aOD7l5RES4S0kW9dWnrDMD4Ag00u3PIew/edit?usp=sharing

🔴 Python :
➡️ https://www.youtube.com/watch?v=_uQrJ0TkZlc&t=16281s
➡️ https://www.programiz.com/python-programming

🔴 Scala :
➡️ https://www.youtube.com/watch?v=LQVDJtfpQU0&list=PLS1QulWo1RIagob5D6kMIAvu7DQC5VTh3
➡️ http://allaboutscala.com/

🔴 Java :
➡️ https://www.youtube.com/watch?v=eIrMbAQSU34
➡️ https://beginnersbook.com/java-tutorial-for-beginners-with-examples/

🔴 Linux, Unix, Shell Scripting :
➡️ https://practice.geeksforgeeks.org/batch/linux-shell-script
➡️ Above one is free course with invitation code - ELEARNINGBLINUX

🔴 Data Structures & Algorithms :
➡️ https://www.youtube.com/watch?v=5_5oE5lgrhw&list=PLu0W_9lII9ahIappRPN0MCAgtOu3lQjQi
➡️ https://www.geeksforgeeks.org/
➡️ https://leetcode.com/
🔴 DBMS :
➡️ https://www.youtube.com/watch?v=kBdlM6hNDAE&list=PLxCzCOWd7aiFAN6I8CuViBuCdJgiOkT2Y
➡️ https://www.studytonight.com/dbms/

🔴 SQL Scripting :
➡️ https://www.youtube.com/watch?v=HXV3zeQKqGY
➡️ https://www.youtube.com/watch?v=7S_tz1z_5bA
➡️ https://www.w3schools.com/sql/

🔴 Basic Terminologies In BigData :
➡️ https://data-flair.training/blogs/what-is-big-data/
➡️ https://www.edureka.co/blog/what-is-big-data/
🔴 Data Exploration Libraries :
➡️ Pandas - https://www.youtube.com/watch?v=UB3DE5Bgfx4
➡️ NumPy - https://www.youtube.com/watch?v=DI8wg3SRV90
🔴 Data Warehousing Concepts :
➡️ https://www.youtube.com/watch?v=J326LIUrZM8
➡️https://www.tutorialspoint.com/dwh/dwh_data_warehousing.htm#:~:text=Data%20warehousing%20is%20the%20process,hoc%20queries%2C%20and%20decision%20making.

🔴 BigData Frameworks (Hadoop, Hive, Spark, Sqoop, Nifi, Flume) :
➡️ https://www.youtube.com/results?search_query=learning+journal
➡️ https://www.youtube.com/user/edurekaIN
➡️ https://data-flair.training/
➡️ https://www.edureka.co/

🔴 Workflow Schedulers, Dependency Management :
➡️ https://www.youtube.com/watch?v=niJ063dV5nA
➡️ https://www.youtube.com/watch?v=6RebQR-5Kh8

🔴 NoSQL Databases :
➡️ HBase - https://www.youtube.com/watch?v=NOX6-nDtrFQ
➡️ Cassandra - https://www.youtube.com/watch?v=iDhIjrJ7hG0&list=PL9ooVrP1hQOGJ4Yz9vbytkRmLaD6weg8k
➡️ Elastic Search - https://www.youtube.com/watch?v=1EnvkPf7t6Y
➡️ MongoDB - https://www.youtube.com/watch?v=pWbMrx5rVBE
🔴 Apache Kafka :
➡️ https://www.youtube.com/watch?v=daRykH67_qs
🔴 Dashboarding Tools :
➡️ Tableau - https://www.youtube.com/watch?v=aHaOIvR00So
➡️ PowerBI - https://www.youtube.com/watch?v=3u7MQz1EyPY
➡️ Grafana - https://www.youtube.com/watch?v=CjABEnRg9NI
➡️ Kibana - https://www.youtube.com/watch?v=gQ1c1uILyKI

🔴 BigData Services in Cloud (AWS) :
➡️ https://www.youtube.com/watch?v=k1RI5locZE4
➡️ https://www.youtube.com/watch?v=8PyLr0Zzczw
➡️ https://www.simplilearn.com/aws-big-data-article
Complete roadmap of Data Engineering for beginners.

𝗗𝗶𝘀𝗰𝘂𝘀𝘀𝗲𝗱 𝗤𝘂𝗲𝘀𝘁𝗶𝗼𝗻𝘀:

✅ 0:00 -- Important Announcement
✅ 2:54 -- Programming Language
✅ 4:03 -- OS & Shell Scripting
✅ 4:26 -- Data Structures & Algorithms
✅ 5:50 -- DBMS
✅ 6:41 -- SQL Scripting
✅ 8:05 -- BigData Terminologies
✅ 9:40 -- Data Exploration Libraries
✅ 10:27 -- Data Warehousing Concepts
✅ 11:43 -- BigData Frameworks
✅ 14:21 -- Workflow Scheduler
✅ 15:19 -- NoSQL Databases
✅ 16:05 -- Messaging Queue (KAFKA)
✅ 16:50 -- Dashboarding Tools
✅ 18:03 -- Cloud Services for BigData (AWS)

@Learning Journal @edureka! @Intellipaat @Gate Smashers @freeCodeCamp.org @CodeWithHarry @Traversy Media
#dataengineer #roadmap #beginners

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