https://github.com/krishnaik06/Data-Analyst-Roadmap

https://github.com/krishnaik06/Data-Analyst-Roadmap

Last synced: 29 days ago
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• Host: GitHub
• URL: https://github.com/krishnaik06/Data-Analyst-Roadmap
• Owner: krishnaik06
• License: gpl-3.0
• Created: 2023-01-10T04:57:10.000Z (over 2 years ago)
• Default Branch: main
• Last Pushed: 2023-12-18T17:02:33.000Z (almost 2 years ago)
• Last Synced: 2025-03-02T09:32:51.378Z (7 months ago)
• Size: 29.3 KB
• Stars: 790
• Watchers: 30
• Forks: 294
• Open Issues: 3
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

Awesome Lists containing this project

• awesome-data-analysis - Data Analyst RoadMap - Comprehensive roadmap for aspiring data analysts. (🗺️ Roadmaps)
• awesome-data-analysis - Data Analyst RoadMap - Comprehensive roadmap for aspiring data analysts. (🗺️ Roadmaps)

README

          
# Data Analyst RoadMap

## Work Of Data Analyst

![Capture](https://user-images.githubusercontent.com/20041231/211466839-e0145119-20fd-4efe-bbd7-d2c3b10fdfba.JPG)

![Capture](https://user-images.githubusercontent.com/20041231/211468652-d4316856-0ee5-44ea-9dd9-538beef38180.JPG)

## 1. Programming Language

### Python 

![Python-Symbol](https://user-images.githubusercontent.com/20041231/211466229-df1c12da-ed6e-4bb9-97f7-84871a287580.png)

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

![unnamed (1)](https://user-images.githubusercontent.com/20041231/211466981-43ebae2c-0581-4604-8b01-35a97d350080.png)

## 2. Statistics

![1_UAGU532MbhR5cm3symwWqg](https://user-images.githubusercontent.com/20041231/211467108-a82c82fa-4366-440b-8294-5bd3e0bbf081.png)

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

![MySQL-Logo](https://user-images.githubusercontent.com/20041231/211467463-3fe5e606-e11b-49cf-9071-3abdd25584c8.png)

![MongoDB_Logo svg](https://user-images.githubusercontent.com/20041231/211467512-c1e429b7-1bb9-47c0-b39c-99932b9043a5.png)

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

![infa-social-share-2022](https://user-images.githubusercontent.com/20041231/211472581-3b05b5d7-2d76-4002-835a-172cada11672.png)

Amazing Article on ETL: https://www.informatica.com/resources/articles/what-is-etl.html

![Capture](https://user-images.githubusercontent.com/20041231/211473712-f8737fd4-0622-49de-b751-706322813b31.JPG)

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

![maxresdefaultreduced](https://user-images.githubusercontent.com/20041231/211717386-39f75daf-0c1e-4295-8e00-657578f397a1.jpg)

![Tableau-logo](https://user-images.githubusercontent.com/20041231/211717508-ccd3da44-1e33-47c0-a1ec-66583f73c496.jpg)

## Advanced Excel

![png-clipart-microsoft-excel-app-store-spreadsheet-microsoft-text-logo](https://user-images.githubusercontent.com/20041231/211717601-a7520e3b-bd50-4cbd-957a-8ff2bbce25b3.png)

## Real Time Internships

![Red White Modern Youtube Thumbnail (2)](https://user-images.githubusercontent.com/20041231/211743026-4f3da97c-897b-4d10-acea-503591ca935d.jpg)

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)