data engineer roadmap 2025

In this video, I have talked about a roadmap that you can follow to become data engineer in 2025. My Resume:- https://github.com/manisnitt/myresume/blob/main/README.md Please read md file first and then do the changes Python:- Thoery:- My channel:- https://www.youtube.com/playlist?list=PLTsNSGeIpGnEpkKQfQuOWmT85Pvsx1BWY Telusko:- https://www.youtube.com/watch?v=QXeEoD0pB3E&list=PLsyeobzWxl7poL9JTVyndKe62ieoN-MZ3 Code With Harry:- https://www.youtube.com/watch?v=7wnove7K-ZQ&list=PLu0W_9lII9agwh1XjRt242xIpHhPT2llg Practice:- Hackerrank:- https://www.hackerrank.com/ Geeksforgeeks:- https://www.geeksforgeeks.org/explore?page=1&category=Arrays,Strings&sortBy=submissions&itm_source=geeksforgeeks&itm_medium=main_header&itm_campaign=practice_header Leetcode:- https://leetcode.com/problem-list/array/ SQL:- Theory:- w3 Schools:- https://www.w3schools.com/sql/ Risabh Mishra:- https://www.youtube.com/watch?v=yH1zCq-iaeU&list=PLdOKnrf8EcP17p05q13WXbHO5Z_JfXNpw Ankit Bansal:- https://www.youtube.com/@ankitbansal6 Practice:- Hackerrank:- https://www.hackerrank.com/ Leetcode:- https://leetcode.com/problemset/database/ Datalemur:- https://datalemur.com/ Spark:- My Playlist:- https://www.youtube.com/playlist?list=PLTsNSGeIpGnGkpfKMf7ilFmzfx6AjMKyT , https://www.youtube.com/playlist?list=PLTsNSGeIpGnGjaMSYVlidqVWSjKWoBhbr Prashant Pandey Sir:- https://www.udemy.com/course/apache-spark-programming-in-python-for-beginners/?couponCode=NEWYEARCAREER , https://www.udemy.com/course/apache-spark-3-beyond-basics/?couponCode=NEWYEARCAREER Databricks community edition:- https://community.cloud.databricks.com/login.html?tuuid=8f28d32a-d18b-4794-a4dd-13a5ea3a3a14 Azure Cloud:- Wafa Studies:- https://www.youtube.com/playlist?list=PLMWaZteqtEaKi4WAePWtCSQCfQpvBT2U1 , https://www.youtube.com/playlist?list=PLMWaZteqtEaLTJffbbBzVOv9C0otal1FO , https://www.youtube.com/playlist?list=PLMWaZteqtEaIZxPCw_0AO1GsqESq3hZc6 Ramesh Retnasamy:- https://www.udemy.com/user/ramesh-retnasamy-4/ Prshant Pandey Sir:- https://www.udemy.com/course/master-azure-databricks-for-data-engineers/?couponCode=NEWYEARCAREER Warehouse:- My Playlist:- https://www.youtube.com/playlist?list=PLTsNSGeIpGnGP8A74Ie1PgqHhewsqD3fv Snowflake:- https://www.udemy.com/course/snowflake-masterclass/?couponCode=NEWYEARCAREER CI/CD:- Git:- https://www.youtube.com/watch?v=8JJ101D3knE&t=1133s GithHub:- Azure Devops:- https://www.youtube.com/watch?v=HyTIsLZWkZg&list=PLdpzxOOAlwvIcxgCUyBHVOcWs0Krjx9xR&index=16 Airflow:- Coder2j:- https://www.youtube.com/watch?v=K9AnJ9_ZAXE&t=1331s Marc course:- https://www.udemy.com/course/the-complete-hands-on-course-to-master-apache-airflow/?couponCode=NEWYEARCAREER Rejected:- 1. Doordash 2. Addepar Selected with offer letter in Hand:- 1. Walmart 2. Expedia 3. Thoughtworks 4. PayPay 5. Particle Black 6. Mindera 7. Status Neo Selected but did not get offer letter 1. Nielsen 2. EPAM 3. British Petroleum 4. Gartner 5. Nemetschek Did not hear from the HR 1. Cholas MS Directly connect with me on:- https://topmate.io/manish_kumar25 For more queries reach out to me on my below social media handle. Directly connect with me on:- https://topmate.io/manish_kumar25 My Second Channel -- https://www.youtube.com/channel/UCqX5o-tLG33L3RaBIdOFBWA Interview series Playlist:- https://www.youtube.com/playlist?list=PLTsNSGeIpGnFBjVePu_6ZQVvmgHChBh5L Follow me on LinkedIn:- https://www.linkedin.com/in/manish-kumar-373b86176/ Follow Me On Instagram:- https://www.instagram.com/competitive_gyan1/ Follow me on Facebook:- https://www.facebook.com/MANISH12340 My Gear:- Rode Mic:-- https://amzn.to/3RekC7a Boya M1 Mic-- https://amzn.to/3uW0nnn Wireless Mic:-- https://amzn.to/3TqLRhE Tripod1 -- https://amzn.to/4avjyF4 Tripod2:-- https://amzn.to/46Y3QPu camera1:-- https://amzn.to/3GIQlsE camera2:-- https://amzn.to/46X190P Pentab (Medium size):-- https://amzn.to/3RgMszQ (Recommended) Pentab (Small size):-- https://amzn.to/3RpmIS0 Mobile:-- https://amzn.to/47Y8oa4 ( Aapko ye bilkul nahi lena hai) Laptop -- https://amzn.to/3Ns5Okj Mouse+keyboard combo -- https://amzn.to/3Ro6GYl 21 inch Monitor-- https://amzn.to/3TvCE7E 27 inch Monitor-- https://amzn.to/47QzXlA iPad Pencil:-- https://amzn.to/4aiJxiG iPad 9th Generation:-- https://amzn.to/470I11X Boom Arm/Swing Arm:-- https://amzn.to/48eH2we My PC Components:- intel i7 Processor:-- https://amzn.to/47Svdfe G.Skill RAM:-- https://amzn.to/47VFffI Samsung SSD:-- https://amzn.to/3uVSE8W WD blue HDD:-- https://amzn.to/47Y91QY RTX 3060Ti Graphic card:- https://amzn.to/3tdLDjn Gigabyte Motherboard:-- https://amzn.to/3RFUTGl O11 Dynamic Cabinet:-- https://amzn.to/4avkgSK Liquid cooler:-- https://amzn.to/472S8mS Antec Prizm FAN:-- https://amzn.to/48ey4Pj