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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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๐Ÿ“ˆ Analytical overview of Telegram channel Prepnplaced.com

Channel Prepnplaced.com (@dataanalyticsbuddy) in the English language segment is an active participant. Currently, the community unites 29 295 subscribers, ranking 6 662 in the Education category and 14 738 in the India region.

๐Ÿ“Š Audience metrics and dynamics

Since its creation on ะฝะตะฒั–ะดะพะผะพ, the project has demonstrated rapid growth, gathering an audience of 29 295 subscribers.

According to the latest data from 14 June, 2026, the channel demonstrates stable activity. Although there has been a change in the number of participants by -957 over the last 30 days and by -14 over the last 24 hours, overall reach remains high.

  • Verification status: Not verified
  • Engagement rate (ER): The average audience engagement rate is 4.97%. Within the first 24 hours after publication, content typically collects N/A% reactions from the total number of subscribers.
  • Post reach: On average, each post receives 1 457 views. Within the first day, a publication typically gains 0 views.
  • Reactions and interaction: The audience actively supports content: the average number of reactions per post is 1.
  • Thematic interests: Content is focused on key topics such as analyst, sql, analytic, dashboard, roadmap.

๐Ÿ“ Description and content policy

The author describes the resource as a platform for expressing subjective opinions:
โ€œ๐Ÿš€ 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 ...โ€

Thanks to the high frequency of updates (latest data received on 15 June, 2026), the channel maintains relevance and a high level of publication reach. Analytics show that the audience actively interacts with content, making it an important point of influence in the Education category.

29 295
Subscribers
-1424 hours
-1497 days
-95730 days
Posts Archive
๐Ÿ“… 13th December | 11 AM โ€“ 12 Noon Topic: Stuck After Learning SQL & Python? Your 60-Day Placement Prep Blueprint ๐Ÿ‘‰ Join Her
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

๐Ÿ“… 13th December | 11 AM โ€“ 12 Noon Topic: Stuck After Learning SQL & Python? Your 60-Day Placement Prep Blueprint ๐Ÿ‘‰ Join Her
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

Most people learn SQL by watching tutorialsโ€ฆ But very few ever learn how to actually use SQL to analyse real business data โ€”
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€”
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 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

*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

Are you looking for free webinars for learning about data analytics and it's required skills?
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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€

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

*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

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‘

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

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‘

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

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 !

*Yes wait is Over & We launched the Course and its available for Purchasing with EMI Options* *This Time Its going to be a Career Switch Program from Level Zero for Data Analytics & Job Mentorship* End to End Data Analytics Course with 24 Live Sessions ( 2.5 Hour Each ) this Course is to make you prepare 100% in Data Analytics not only with Skills with *Real Time Experience as well* Link to Purchase the Course - https://topmate.io/durgesh_yadav/1826198 *Its Our Career Switch Program for all who want to switch their Career in Data Analytics* Complete Syllabus is Mentioned in the Course Link Syllabus Doc - https://drive.google.com/file/d/1gpF_hROo7gfXPNHfvxT6m4cn9lrTDRTJ/view?usp=drivesdk *Any Questions Ping me on +917887289947 Whatsapp* Linkedin Profile Link of Instructor - https://www.linkedin.com/in/yadavdurgesh711

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

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‘

Prepnplaced.com - Statistics & analytics of Telegram channel @dataanalyticsbuddy