Math & Statics

• https://www.3blue1brown.com/#lessons

Data_Structures & Algorithms

• https://www.linkedin.com/posts/mohammedhemed_dataabrstructures-algorithms-ai-activity-7245659499154264064-OcyV?utm_source=share&utm_medium=member_desktop

Data warehouse:

• https://github.com/mahmoudparsian/data-warehousing

1. Book: https://www.pdfdrive.com/the-data-warehouse-toolkit-the-definitive-guide-to-dimensional-modeling-e157742453.html
2. Youtube: https://www.youtube.com/playlist?list=PLrbIyvYCdg0iAUQoxG5vI_yKqzZ2AcgGe
3. https://www.youtube.com/@ahmedelsayed8467
4. https://www.youtube.com/watch?v=Yv1Ic0rPXN0

SQL

• PDF: https://github.com/aelhelw/techvault/tree/main
• YouTube channel to learning:
  1. ITI Database (SQL Server) Arabic: https://www.youtube.com/playlist?list=PLSGEGD0dbMKrvd5ppnyFLm7q3xEH97T-t
  2. https://www.youtube.com/@TechVault_/playlists
  3. https://www.youtube.com/@techTFQ/courses
  4. https://youtube.com/@wiseowltutorials?si=ALioRxvwEoMP4lbK
  5. https://www.youtube.com/@AlexTheAnalyst/courses
  6. SQL Server Interview Questions and Answers: https://www.youtube.com/playlist?list=PL6n9fhu94yhXcztdLO7i6mdyaegC8CJwR

_Top SQL Learning Platforms for Problem-solving:-

1. SQLZoo – Interactive lessons for beginners.
2. HackerRank – Challenge your SQL knowledge with real-world problems.
3. LeetCode – Solve SQL problems asked in top tech interviews.
4. Mode Analytics – Practice SQL with live data sets.
5. SQL Bolt – Step-by-step SQL tutorials.
6. GeeksforGeeks – In-depth SQL articles by Sandeep Jain.
7. LearnSQL – Structured SQL learning paths.
8. NamasteSQL – SQL mastery by Ankit Bansal.
9. StrataScratch – Tackle real interview questions.
10. DataLemur – Ace SQL & Data Interviews with Nick Singh.
11. sql-practice – Practical SQL problems.
12. Dataford – Hands-on SQL for data analysis.
13. Interview Query – SQL interview insights.
14. LearnMode – Learn SQL at your own pace.

Business Intelligence (BI) Career

1. Roadmap: https://www.youtube.com/watch?v=v38syyZqzkw 2.ITI M. Rami: https://www.youtube.com/playlist?list=PLSGEGD0dbMKpih5QzGQfwU86d8TB-O24a
2. English: SQL + SSIS + SSAS + Power BI: https://www.youtube.com/watch?v=eNxbMwUGl1g
3. Business Intelligence | SSIS | SSAS | Cubes | SSRS [Arabic]
   • https://www.youtube.com/watch?v=372_pHR623s&t=1548s
   • https://www.youtube.com/playlist?list=PLcAbhg_RWLaK-lCH5GxnaVfyeGjrm3QH8;
   • https://www.youtube.com/playlist?list=PLzdFxbg1IOxMm84jftInXXDXwZKBZKS75
4. SSIS [English]: https://www.youtube.com/playlist?list=PLNIs-AWhQzcmPg_uV2BZi_KRG4LKs6cRs

Power BI:

1. https://www.youtube.com/@GuyInACube/playlists
2. https://youtube.com/@curbalen?si=j0LziawC2ZOqMd3k
3. https://youtube.com/@learnwidgiggs?si=0mTEuywNezH8ycYN
4. Power BI Quick Tips: https://www.youtube.com/playlist?list=PLs93rgE5erT5Hu5XkzTk_ZEMdvB9yFaFH
5. https://www.youtube.com/@PowerBIPro/playlists

DAX

1. https://www.daxformatter.com
2. https://dax.guide/
3. YouTube playlist to learn:
4. https://www.youtube.com/playlist?list=PL1myWUzvmmDGmLfty3BDluz8nzme1dZxg
5. https://www.youtube.com/playlist?list=PLjNd3r1KLjQuVWrPuygE8QwEmCL6rrUrx
6. https://www.youtube.com/playlist?list=PLcwrIWK7WBcQmoBMuBRnRv1LaGUEdbYCT

projects to build your portfolio

• https://www.projectpro.io/tutorial

FREE DATASET BUILDING YOUR PORTFOLIO ⭐️

1. Supermarket Sales - https://lnkd.in/e86UpCMv
2. Credit Card Fraud Detection - https://lnkd.in/eFTsZDCW
3. FIFA 22 complete player dataset - https://lnkd.in/eDScdUUM
4. Walmart Store Sales Forecasting - https://lnkd.in/eVT6h-CT
5. Netflix Movies and TV Shows - https://lnkd.in/eZ3cduwK
6. LinkedIn Data Analyst jobs listings - https://lnkd.in/ezqxcmrE
7. Top 50 Fast-Food Chains in USA - https://lnkd.in/esBjf5u4
8. Amazon and Best Buy Electronics - https://lnkd.in/e4fBZvJ3
9. Forecasting Book Sales - https://lnkd.in/eXHN2XsQ
10. Real / Fake Job Posting Prediction - https://lnkd.in/e5SDDW9G

Cloud computing:

1. AWS: https://www.youtube.com/watch?v=E3nLSHQtLes&list=PLOoZRfEtk6kWSM_l9xMjDh-_MJXl03-pf
2. MS Azure: https://www.youtube.com/watch?v=C-KJRwRqXK8&list=PLCIJjtzQPZJ-CDaKOAlm3JfpL2kddIhRA
3. Azure Cloud Computing: https://www.youtube.com/watch?v=DeDiDgAlOnU&list=PLCIJjtzQPZJ-lhz8fL-OAI7Gun4B37xcs
4. Databricks Quick Course 2024: https://www.youtube.com/playlist?list=PLfDCRTtObbI6YE7hr1sk0rddzIkbSq7kL
5. DB-spark: https://www.youtube.com/@GarageEducation/playlists

Big Data:

1. Hadoop & MapReduce | https://www.youtube.com/watch?v=3PAl0y067Ag&list=PLrooD4hY1QqAK5pbBpcthLuMa-cXnXJLE
2. Big Data Engineering In Depth | https://www.youtube.com/watch?v=p_jl-gFinlA&list=PLxNoJq6k39G_m6DYjpz-V92DkaQEiXxkF
3. Hadoop & Distributed Systems | https://www.youtube.com/watch?v=Ot63tlh0PaE&list=PLxNoJq6k39G8Ak39PDC-oYvp6ZRvIn3Pa
4. Big Data Full Course 2022 | https://www.youtube.com/watch?v=KCEPoPJ8sWw

Git & GitHub: https://www.youtube.com/watch?v=ACOiGZoqC8w&list=PLDoPjvoNmBAw4eOj58MZPakHjaO3frVMF

• Data Engineering Road Map:https://www.youtube.com/watch?v=SpaFPPByOhM
• Data engineering: https://www.youtube.com/watch?v=0nZ7a06s3Mk