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Data Analyst RoadMap 2024

Work Of Data Analyst

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1. Python Programming Language

Python:

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  1. Complete Python Playlist In English: YouTube

  2. Complete Python Playlist In Hindi: YouTube

  3. Chatgpt Or Google Bard

Final Goal Outcome:

  1. Basic To Intermediate Python With various knowledge of various Data structures like numpy,pandas,matplotlib and many more.
  2. Knowledge of performing EDA,Feature Engineering and creating visualization charts using python
  3. Atleast Make some python projects using Frameworks such as Flask with deployment Eg: Web Scrapping Projects

What's New In Python 3.12.0

https://docs.python.org/release/3.12.0/

2. Statistics

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  1. English: 7 Days Statistics Live Session : YouTube

  2. Statistics in ML(43 videos): YouTube

  3. Stats Hindi Playlist: YouTube

  4. Chatgpt And Google Bard

EDA

  1. EDA Live :YouTube

  2. EDA Detailed Playlist:YouTube

  3. Chatgpt And Google Bard

Feature Engineering

  1. Complete Detailed Feature Engineering: YouTube

  2. Live EDA Feature Engineering Playlist: YouTube

  3. Chatgpt Anfd Google Bard

Final Goal Outcome:

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

3. Databases

  1. Mongodb: YouTube

  2. Mysql: YouTube

  3. Fresh My SQL Series: YouTube

  4. Apache Cassandra Database: YouTube

Business Intelligence Tools

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  1. Power BI: YouTube
  2. Live Power BI In Hindi: YouTube

ETL Tools

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Amazing Article on ETL: YouTube

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Top ETL Tools: YouTube

iNeuron Course On Data Analytics Bootcamp: https://ineuron.ai/course/data-analytics-bootcamp2024

Excel Videos

Real Time Internships

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https://internship.ineuron.ai/

Youtube Channels For Referring All Videos. Consider Subscribing and pressing the bell icon.

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