PrepNPlaced
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๐Ÿš€ Welcome to the Elite Data Engineering & Agentic AI Hub! ๐Ÿš€

๐Ÿ‘‘ Community Creator: Mandar Patil
๐Ÿ‘จโ€๐Ÿ’ป Admin & Mentor: Durgesh Yadav

The era of basic data tasks is over. With Agentic AI evolving the industry, up to 60% of traditional Data Analyst roles
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Oracle hiring BI Analyst

https://www.linkedin.com/jobs/view/4348253238/

๐Ÿ‘‰ WhatsApp Channel: https://whatsapp.com/channel/0029VaFZ2LbKGGGRCU0lnd46

๐Ÿ‘‰ Telegram Link: https://t.me/dataanalyticsbuddy

Like for more such updates โค๏ธ

All the best ๐Ÿ‘๐Ÿ‘
๐Ÿ‘1
Data Analyst Roadmap for 2026 (Beginner Friendly) ๐Ÿš€๐Ÿ“Š

1๏ธโƒฃ Understand the Data Analyst Role

๐Ÿ” What you actually do:
โ€“ Clean and analyze data
โ€“ Build dashboards
โ€“ Write SQL queries
โ€“ Use Python for deeper analysis
โ€“ Use AI tools for faster insights
โ€“ Present findings to business teams

๐Ÿ’ก You help companies find answers and make decisions using data.

2๏ธโƒฃ Start with Excel (Month 1)

๐Ÿ“ˆ Learn:
โ€“ Basic formulas (IF, XLOOKUP, INDEX-MATCH)
โ€“ Pivot Tables
โ€“ Power Query
โ€“ Charts
โ€“ Data cleaning steps

๐Ÿ’ก Still the #1 tool used in companies for initial analysis.

๐Ÿ”— https://lnkd.in/d79Fks_y

3๏ธโƒฃ Master SQL (Month 1โ€“2)

๐Ÿงฉ SQL = the core skill for Data Analysts.
Start with:
โ€“ SELECT, WHERE
โ€“ JOINs
โ€“ GROUP BY, HAVING
โ€“ Window Functions (RANK, LAG, LEAD)
โ€“ CTEs

๐Ÿ› ๏ธ Practice using:
โ€“ W3Schools
โ€“ Mode Analytics SQL
โ€“ LeetCode (SQL section)

๐Ÿ’ก SQL is required in 90%+ data analyst jobs in 2026.

๐Ÿ”— https://lnkd.in/dZjUh9cq

4๏ธโƒฃ Learn Python for Analysis (Month 2โ€“3)

๐Ÿ Start with:
โ€“ pandas (cleaning, filtering, grouping)
โ€“ numpy
โ€“ matplotlib / seaborn
โ€“ Basic EDA (Exploratory Data Analysis)

๐Ÿ“ Mini-project ideas:
โ€“ Sales data cleaning + trends
โ€“ Customer segmentation
โ€“ Product performance analysis

๐Ÿ’ก Python helps automate, visualize, and analyze large datasets.

๐Ÿ”— https://lnkd.in/dYnG5jN3

5๏ธโƒฃ Learn a Visualization Tool (Month 3โ€“4)

๐Ÿ“Š Choose ONE (Power BI is more in-demand):
โ€“ Power BI
โ€“ Tableau

Learn:
โ€“ Data modeling
โ€“ DAX (Power BI)
โ€“ Filters, slicers
โ€“ Designing dashboards

๐Ÿ› ๏ธ Build 3โ€“5 dashboards:
โ€“ Sales performance
โ€“ HR attrition
โ€“ Marketing campaign report
โ€“ Finance KPI report

๐Ÿ’ก Tools are how you โ€œshowโ€ your insights.

๐Ÿ”— Power BI: https://lnkd.in/dVzsZqQ9
๐Ÿ”— Tableau: https://lnkd.in/dXdC7mcX

6๏ธโƒฃ Use Real Datasets (Month 4)

๐Ÿ” Practice on websites:
โ€“ Kaggle
โ€“ Data.gov
โ€“ Maven Analytics
โ€“ Google Dataset Search

Try mini case studies:
โ€“ Why are sales dropping?
โ€“ What is causing customer churn?
โ€“ What product generates highest revenue?

๐Ÿ’ก Real data makes you job-ready.

7๏ธโƒฃ Build a Strong Portfolio (Month 4โ€“5)

๐Ÿ’ป Upload projects to:
โ€“ GitHub
โ€“ Notion
โ€“ Power BI Public Workspace
โ€“ LinkedIn posts

๐Ÿ“Œ Include:
โ€“ SQL queries
โ€“ Python notebooks
โ€“ Dashboards (Power BI/Tableau)
โ€“ Case studies
โ€“ Insight summaries

๐Ÿ’ก Portfolio = 10x better than a resume in 2026.

8๏ธโƒฃ Learn AI Tools (Mandatory in 2026)

๐Ÿค– Use AI as your co-pilot:
โ€“ ChatGPT for SQL & insights
โ€“ Power BI Copilot
โ€“ Tableau โ€œEinsteinโ€
โ€“ Code Interpreter for EDA

Learn to:
โ€“ Generate summaries
โ€“ Detect anomalies
โ€“ Optimize SQL
โ€“ Explain dashboards

๐Ÿ’ก AI-augmented analysts are preferred by employers.

9๏ธโƒฃ Improve Soft Skills

๐Ÿ—ฃ๏ธ Focus on:
โ€“ Explaining insights in simple words
โ€“ Data storytelling
โ€“ Presenting dashboards clearly
โ€“ Critical thinking

๐Ÿ’ก Data Analysts = Communicators + Problem Solvers.

๐Ÿ”Ÿ Get Certifications (Optional but Useful)

๐ŸŽ“ Good options:
โ€“ Google Data Analytics (Coursera)
โ€“ PL-300: Power BI Data Analyst
โ€“ IBM Data Analyst
โ€“ Snowflake SnowPro Core

๐Ÿ’ก Helps stand out, especially for freshers.

1๏ธโƒฃ1๏ธโƒฃ Apply for Entry-Level Roles (Month 6)

๐ŸŽฏ Job titles to search:
โ€“ Data Analyst (Intern/Junior)
โ€“ Business Analyst
โ€“ Reporting Analyst
โ€“ MIS Analyst
โ€“ Power BI Analyst
โ€“ Operations Analyst

๐Ÿ’ก Apply even if you donโ€™t meet 100% criteria.

๐Ÿ‘‰ WhatsApp Channel: https://whatsapp.com/channel/0029VaFZ2LbKGGGRCU0lnd46

๐Ÿ‘‰ Telegram Channel: https://t.me/dataanalyticsbuddy

Don't forget to share with others who are looking for learning more about Data Analyst ๐Ÿ™Œ โ˜บ๏ธ

Till then keep learning and keep exploring ๐Ÿ™Œ โ˜บ๏ธ
โค6๐Ÿ‘1๐Ÿ˜ญ1
๐Ÿ“ข๐Ÿ“ขEnd to End Data Analytics Course for Career Switch & Upskilling from Level *Zero to Cracking a Product Based Company*๐Ÿ’ฅ


Purchase Link for the Course ๐Ÿ”—๐Ÿ”—- https://topmate.io/durgesh_yadav/1826198

*Syllabus for the Course*โคต๏ธ - https://drive.google.com/file/d/1gpF_hROo7gfXPNHfvxT6m4cn9lrTDRTJ/view?usp=drivesdk

Instructor For the Course - https://www.linkedin.com/in/yadavdurgesh711

*Do Not Miss & If any Questions Ping +917887289947* Whatsapp !
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๐—™๐—ฅ๐—˜๐—˜ ๐—ฅ๐—ฒ๐˜€๐—ผ๐˜‚๐—ฟ๐—ฐ๐—ฒ๐˜€ ๐˜๐—ผ ๐—Ÿ๐—ฒ๐—ฎ๐—ฟ๐—ป ๐——๐—ฎ๐˜๐—ฎ ๐—”๐—ป๐—ฎ๐—น๐˜†๐˜€๐˜๐Ÿ”ฅ

1๏ธโƒฃCore Skills Every Data Analyst Must Learn

๐Ÿ“ˆ Excel/Spreadsheets

Skills:
โ€“ Formulas (IF, VLOOKUP/XLOOKUP)
โ€“ Pivot Tables
โ€“ Charts
โ€“ Power Query (basic)

Excel - https://lnkd.in/d79Fks_y

2๏ธโƒฃSQL (Most Important Skill)

Skills:
โ€“ SELECT, WHERE, ORDER BY
โ€“ JOINs
โ€“ GROUP BY, HAVING
โ€“ Subqueries & CTEs
โ€“ Window Functions

SQL - https://lnkd.in/dZjUh9cq

3๏ธโƒฃ Python for Data Analysis

Skills:
โ€“ pandas
โ€“ numpy
โ€“ matplotlib
โ€“ seaborn
โ€“ Data cleaning & EDA

Python - https://lnkd.in/dYnG5jN3

4๏ธโƒฃ Data Visualization Tool

Power BI & Tableau

Skills:
โ€“ Data modeling
โ€“ DAX basics
โ€“ Filters & slicers
โ€“ Dashboard design

Power BI - https://lnkd.in/dVzsZqQ9

Tableau - https://lnkd.in/dXdC7mcX

For Free resources below channels are best & don't forget to join,share invitation with others as well

๐Ÿ‘‰WhatsApp: https://whatsapp.com/channel/0029VaFZ2LbKGGGRCU0lnd46

๐Ÿ‘‰Telegram: https://t.me/dataanalyticsbuddy

Till then keep learning & keep exploring ๐Ÿ™Œโ˜บ๏ธ
โค5๐Ÿ”ฅ1
American Express hiring Data Analytics

https://www.linkedin.com/jobs/view/4342594196/

๐Ÿ‘‰ WhatsApp Channel: https://whatsapp.com/channel/0029VaFZ2LbKGGGRCU0lnd46

๐Ÿ‘‰ Telegram Link: https://t.me/dataanalyticsbuddy

Like for more such updates โค๏ธ

All the best ๐Ÿ‘๐Ÿ‘
โค1๐Ÿ‘1
SQL Zero to Advanced.pdf
11.5 MB
SQL Zero to Advanced with Practice Questions to work on Real Data Set ๐Ÿ”ฅ

Share with others to help โœจ

โœ… Join our Communities:

Telegram Channel: https://t.me/dataanalyticsbuddy

WhatsApp Channel: https://whatsapp.com/channel/0029VaFZ2LbKGGGRCU0lnd46

Do react โค๏ธ if you want more resources like this
โค4๐Ÿ‘1
GoodSpace AI hiring Data Analyst

Location: Remote

Experience: 0โ€“3 years

Compensation: โ‚น6โ€“9 LPA

https://www.linkedin.com/jobs/view/4349078206/

๐Ÿ‘‰ WhatsApp Channel: https://whatsapp.com/channel/0029VaFZ2LbKGGGRCU0lnd46

๐Ÿ‘‰ Telegram Link: https://t.me/dataanalyticsbuddy

Like for more such updates โค๏ธ

All the best ๐Ÿ‘๐Ÿ‘
โค2๐Ÿ‘1
Hey All Join this Group If you are really Interested in making Career in Data Analytics and that also with 100% Job Guidance & A Way to Get Referrals and become a Best Data Analytics Engineer from Level Zero

Join this group for Data Analytics webinars :- https://chat.whatsapp.com/KndW5W4m7GYIzRoC8kAa8I?mode=hqrt3
๐Ÿ”ฅ Two Free Webinars by Durgesh Yadav โ€“ This Week!


๐Ÿ“… 13 Dec | 11 AM โ€“ 12 Noon

Topic: 60-Day Placement Prep Blueprint (SQL/Python Learners)
๐Ÿ‘‰ Join:
https://topmate.io/durgesh_yadav/1842503?utm_source=public_profile&utm_campaign=durgesh_yadav

Highlights:
โ€ข Complete 60-day roadmap
โ€ข Resume + LinkedIn optimization
โ€ข SQL/Python revision strategy
โ€ข Interview & mock prep plan
โค2
๐Ÿ“… 14 Dec | 11 AM โ€“ 12 Noon

Topic: Data Analytics โ†’ Analytics Engineering Career Upgrade
๐Ÿ‘‰ Join:
https://topmate.io/durgesh_yadav/1842504?utm_source=public_profile&utm_campaign=durgesh_yadav

Highlights:
โ€ข Analyst โ†’ AE skill gap explained
โ€ข Data modeling & pipeline fundamentals
โ€ข 3โ€“6 month upskilling roadmap
โ€ข Portfolio-building guidance


Join the session that fits your goalโ€”or attend both for maximum clarity! ๐Ÿš€
Are you looking for free webinars for learning about data analytics and it's required skills?
Anonymous Poll
67%
Absolutely Yessss ๐Ÿ˜Ž
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I was looking for this only ๐Ÿ˜
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Definitely attending and sharing with friends and others โ˜บ
๐Ÿ”ฅ1
*Hey All Join this Group If you are really Interested in making Career in Data Analytics and that also with 100% Job Guidance & A Way to Get Referrals and become a Best Data Analytics Engineer from Level Zero*

Join this group for Data Analytics webinars :- https://chat.whatsapp.com/KndW5W4m7GYIzRoC8kAa8I?mode=hqrt3
โค1
Most people learn SQL by watching tutorialsโ€ฆ
But very few ever learn how to actually use SQL to analyse real business data โ€” or build dashboards that make their skills stand out.

Thatโ€™s exactly what weโ€™ll do in this Free Data Analysis Workshop by Newton School.

This Saturday, Iโ€™m hosting a live hands-on session on:

๐ŸŽฏ Data Analysis Workshop: Build Dashboards Using SQL

In this workshop, youโ€™ll learn:

โœ… How SQL is used for real business analysis
โœ… How to clean and query datasets
โœ… How to turn raw data into meaningful insights
โœ… How to build dashboards step-by-step
โœ… Free Certificate at the end of the session

No theory. No fluff.
Just practical skills you can add to your portfolio immediately.

๐Ÿ‘จโ€๐Ÿซ Host: Durgesh Yadav
๐Ÿซ Organized by: Newton School
๐Ÿ“… Date: 12th December (Friday)
โฐ Time: 7 PM | Online | 100% Free
๐ŸŽ“ Includes Free Certificate

๐Ÿ”— Register Free โ€“ https://my.newtonschool.co/events/data-science-open-master-class/data-analysis-workshop-c767ul055ikg?utm_source=telegram&utm_medium=durgesh_mc_12_dec&utm_campaign=masterclass&utm_namespace=certification-data-science&utm_hash=ns_zuys8reskijn
Most people learn SQL by watching tutorialsโ€ฆ
But very few ever learn how to actually use SQL to analyse real business data โ€” or build dashboards that make their skills good

Thatโ€™s exactly what weโ€™ll do in this Free Data Analysis Workshop by Newton School.

This Saturday, Iโ€™m hosting a live hands-on session on:

๐ŸŽฏ Data Analysis Workshop: Build Dashboards Using SQL

๐Ÿ”— Register Free โ€“ https://my.newtonschool.co/events/data-science-open-master-class/data-analysis-workshop-c767ul055ikg?utm_source=telegram&utm_medium=durgesh_mc_12_dec&utm_campaign=masterclass&utm_namespace=certification-data-science&utm_hash=ns_zuys8reskijn

In this workshop, youโ€™ll learn:

โœ… How SQL is used for real business analysis
โœ… How to clean and query datasets
โœ… How to turn raw data into meaningful insights
โœ… How to build dashboards step-by-step
โœ… Free Certificate at the end of the session

๐Ÿ‘จโ€๐Ÿซ Host: Durgesh Yadav
๐Ÿซ Organized by: Newton School
๐Ÿ“… Date: 12th December (Friday)
โฐ Time: 7 PM | Online | 100% Free
๐ŸŽ“ Includes Free Certificate
Most people learn SQL by watching tutorialsโ€ฆ
But very few ever learn how to actually use SQL to analyse real business data โ€” or build dashboards that make their skills good

Thatโ€™s exactly what weโ€™ll do in this Free Data Analysis Workshop by Newton School.

This Saturday, Iโ€™m hosting a live hands-on session on:

๐ŸŽฏ Data Analysis Workshop: Build Dashboards Using SQL

๐Ÿ”— Register Free โ€“ https://my.newtonschool.co/events/data-science-open-master-class/data-analysis-workshop-c767ul055ikg?utm_source=telegram&utm_medium=durgesh_mc_12_dec&utm_campaign=masterclass&utm_namespace=certification-data-science&utm_hash=ns_zuys8reskijn

In this workshop, youโ€™ll learn:

โœ… How SQL is used for real business analysis
โœ… How to clean and query datasets
โœ… How to turn raw data into meaningful insights
โœ… How to build dashboards step-by-step
โœ… Free Certificate at the end of the session

๐Ÿ‘จโ€๐Ÿซ Host: Durgesh Yadav
๐Ÿซ Organized by: Newton School
๐Ÿ“… Date: 12th December (Friday)
โฐ Time: 7 PM | Online | 100% Free
๐ŸŽ“ Includes Free Certificate
โค2
๐Ÿ“… 13th December | 11 AM โ€“ 12 Noon

Topic: Stuck After Learning SQL & Python? Your 60-Day Placement Prep Blueprint

๐Ÿ‘‰ Join Here:
https://topmate.io/durgesh_yadav/1842503?utm_source=public_profile&utm_campaign=durgesh_yadav

What youโ€™ll learn:
โœ” The exact 60-day roadmap to start getting interviews
โœ” Resume + LinkedIn optimization that actually works
โœ” SQL/Python revision plan
โœ” How to prepare for interviews & mock tests the right way
โœ” Perfect for candidates who know basics but arenโ€™t getting calls
โค1
๐Ÿ“… 13th December | 11 AM โ€“ 12 Noon

Topic: Stuck After Learning SQL & Python? Your 60-Day Placement Prep Blueprint

๐Ÿ‘‰ Join Here:
https://topmate.io/durgesh_yadav/1842503?utm_source=public_profile&utm_campaign=durgesh_yadav

What youโ€™ll learn:
โœ” The exact 60-day roadmap to start getting interviews
โœ” Resume + LinkedIn optimization that actually works
โœ” SQL/Python revision plan
โœ” How to prepare for interviews & mock tests the right way
โœ” Perfect for candidates who know basics but arenโ€™t getting calls