Data Analyst RoadMap
Work Of Data Analyst
1. Programming Language
Python
Python In English:https://www.youtube.com/watch?v=bPrmA1SEN2k&list=PLZoTAELRMXVNUL99R4bDlVYsncUNvwUBB
Python In Hindi: https://www.youtube.com/watch?v=MJd9d9Mpxg0&list=PLTDARY42LDV4qqiJd1Z1tShm3mp9-rP4v
R Programming Language
2. Statistics
English: 7 Days Statistics Live Session :https://www.youtube.com/watch?v=11unm2hmvOQ&list=PLZoTAELRMXVMgtxAboeAx-D9qbnY94Yay
Statistics in ML(43 videos): https://www.youtube.com/watch?v=zRUliXuwJCQ&list=PLZoTAELRMXVMhVyr3Ri9IQ-t5QPBtxzJO
Hindi: Stats Playlist: https://www.youtube.com/watch?v=7y3XckjaVOw&list=PLTDARY42LDV6YHSRo669_uDDGmUEmQnDJ
EDA
EDA Live :https://www.youtube.com/playlist?list=PLZoTAELRMXVPzj1D0i_6ajJ6gyD22b3jh
EDA Detailed Playlist: https://www.youtube.com/watch?v=ioN1jcWxbv8&list=PLZoTAELRMXVPQyArDHyQVjQxjj_YmEuO9
Feature Engineering
Complete Detailed Feature Engineering: https://www.youtube.com/watch?v=6WDFfaYtN6s&list=PLZoTAELRMXVPwYGE2PXD3x0bfKnR0cJjN
Live EDA Feature Engineering Playlist: https://www.youtube.com/watch?v=bTN-6VPe8c0&list=PLZoTAELRMXVPzj1D0i_6ajJ6gyD22b3jh
Final Goal Outcome:
- Techniques to Perform Statistical Analysis
- Familiar with all concepts which will be important for Machine Learning
Databases
- Mongodb: https://www.youtube.com/watch?v=magzEfYqIos&list=PLZoTAELRMXVN_8zzsevm1bm6G-plsiO1I
- Mysql:https://www.youtube.com/watch?v=us1XyayQ6fU&list=PLZoTAELRMXVNMRWlVf0bDDSxNEn38u9Cl
ETL Tools
Amazing Article on ETL: https://www.informatica.com/resources/articles/what-is-etl.html
FSDA 2.0: https://ineuron.ai/course/Full-Stack-Data-Analytics-2.0
Top ETL Tools: https://www.integrate.io/blog/top-7-etl-tools/
Business Intelligence Tools
Advanced Excel
Real Time Internships
https://internship.ineuron.ai/
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