krishnaik06 / data-analyst-roadmap

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:

1. Techniques to Perform Statistical Analysis
2. Familiar with all concepts which will be important for Machine Learning

Databases

1. Mongodb: https://www.youtube.com/watch?v=magzEfYqIos&list=PLZoTAELRMXVN_8zzsevm1bm6G-plsiO1I
2. 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/

Best Affordable Data Science Course From Pwskills(6-7 Months)

Impact Batch:- Data-Science-Masters (Full Stack Data Science)

1. Data Science Masters Hindi: https://bit.ly/3CKX1od (Hindi)
2. Data Science Masters English: https://bit.ly/3iEjWuH (English)