📢 FREE LIVE SESSION!
🗓 Date: Saturday, 3rd January
🕛 Time: 12:00 PM IST
🎓 Topic: What is Distributed Computing & Hadoop
🔗 Register Here: https://topmate.io/durgesh_yadav/1866511
Are you curious about how big data systems really work? 🚀
Join us for a practical & easy-to-understand session on Distributed Computing and Hadoop — perfect for students, beginners, and professionals who want to level up their data skills!
✨ In this session you’ll learn:
✔ What Distributed Computing means
✔ Why Hadoop is used in big data
✔ Real-world examples & use cases
✔ How it fits in today’s tech landscape
👨‍🏫 Hosted by: Durgesh Yadav
📍 Platform: Online (link in registration)
👉 Limited seats — Register now and save your spot!

https://wise-live.zoom.us/j/98076124579?pwd=abXRi8fisal0lorGoaJyqUii7JPcwV.1

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🚀 FREE LIVE WEBINAR | Apache Spark – End to End Understanding
Big Data is no longer optional.
If you want to work with real-world large-scale data, you must understand Apache Spark.
📊 End to End Understanding of Spark Framework
🗓 Sunday, 4 Jan
⏰ 12:00 PM IST
⏱ 120 Minutes | Live Session
🎯 What you’ll learn in this session:

👨‍🏫 Mentor:
Durgesh Yadav
⭐ Renowned Data Analytics Mentor
⭐ Known for crystal-clear explanations & real-world insights
⭐ Trusted by thousands of learners across India
🔥 Who should attend?
✔ Data Analysts
✔ Data Engineers
✔ Big Data / Hadoop Learners
✔ Developers
✔ Anyone serious about data-driven careers
💡 If Spark feels confusing today, this session will connect all the dots for you.
👉 Join the webinar here:
🔗 https://topmate.io/durgesh_yadav/1866522?utm_source=public_profile&utm_campaign=durgesh_yadav

🚀 FREE LIVE WEBINAR | Apache Spark – End to End Understanding
Big Data is no longer optional.
If you want to work with real-world large-scale data, you must understand Apache Spark.
📊 End to End Understanding of Spark Framework
🗓 Sunday, 4 Jan
⏰ 12:00 PM IST
⏱ 120 Minutes | Live Session
🎯 What you’ll learn in this session:

👨‍🏫 Mentor:
Durgesh Yadav
⭐ Renowned Data Analytics Mentor
⭐ Known for crystal-clear explanations & real-world insights
⭐ Trusted by thousands of learners across India
🔥 Who should attend?
✔ Data Analysts
✔ Data Engineers
✔ Big Data / Hadoop Learners
✔ Developers
✔ Anyone serious about data-driven careers
💡 If Spark feels confusing today, this session will connect all the dots for you.
👉 Join the webinar here:
🔗 https://topmate.io/durgesh_yadav/1866522?utm_source=public_profile&utm_campaign=durgesh_yadav

Data Analyst Roadmap for 2026 (Beginner Friendly) 🚀📊

1️⃣ Understand the Data Analyst Role

🔍 What you actually do:
– Clean and analyze data
– Build dashboards
– Write SQL queries
– Use Python for deeper analysis
– Use AI tools for faster insights
– Present findings to business teams

💡 You help companies find answers and make decisions using data.

2️⃣ Start with Excel (Month 1)

📈 Learn:
– Basic formulas (IF, XLOOKUP, INDEX-MATCH)
– Pivot Tables
– Power Query
– Charts
– Data cleaning steps

💡 Still the #1 tool used in companies for initial analysis.

🔗 https://lnkd.in/d79Fks_y

3️⃣ Master SQL (Month 1–2)

🧩 SQL = the core skill for Data Analysts.
Start with:
– SELECT, WHERE
– JOINs
– GROUP BY, HAVING
– Window Functions (RANK, LAG, LEAD)
– CTEs

🛠 Practice using:
– W3Schools
– Mode Analytics SQL
– LeetCode (SQL section)

💡 SQL is required in 90%+ data analyst jobs in 2026.

🔗 https://lnkd.in/dZjUh9cq

4️⃣ Learn Python for Analysis (Month 2–3)

🐍 Start with:
– pandas (cleaning, filtering, grouping)
– Numpy
– Matplotlib / seaborn
– Basic EDA (Exploratory Data Analysis)

📝 Mini-project ideas:
– Sales data cleaning + trends
– Customer segmentation
– Product performance analysis

💡 Python helps automate, visualize, and analyze large datasets.

🔗 https://lnkd.in/dYnG5jN3

5️⃣ Learn a Visualization Tool (Month 3–4)

📊 Choose ONE (Power BI is more in-demand):
– Power BI
– Tableau

Learn:
– Data modeling
– DAX (Power BI)
– Filters, slicers
– Designing dashboards

🛠 Build 3–5 dashboards:
– Sales performance
– HR attrition
– Marketing campaign report
– Finance KPI report

💡 Tools are how you “show” your insights.

🔗 Power BI: https://lnkd.in/dVzsZqQ9
🔗 Tableau: https://lnkd.in/dXdC7mcX

6️⃣ Use Real Datasets (Month 4)

🔍 Practice on websites:
– Kaggle
– Data.gov
– Maven Analytics
– Google Dataset Search

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

💡 Real data makes you job-ready.

7️⃣ Build a Strong Portfolio (Month 4–5)

💻 Upload projects to:
– GitHub
– Notion
– Power BI Public Workspace
– LinkedIn posts

📌 Include:
– SQL queries
– Python notebooks
– Dashboards (Power BI/Tableau)
– Case studies
– Insight summaries

💡 Portfolio = 10x better than a resume in 2026.

8️⃣ Learn AI Tools (Mandatory in 2026)

🤖 Use AI as your co-pilot:
– ChatGPT for SQL & insights
– Power BI Copilot
– Tableau “Einstein”
– Code Interpreter for EDA

Learn to:
– Generate summaries
– Detect anomalies
– Optimize SQL
– Explain dashboards

💡 AI-augmented analysts are preferred by employers.

9️⃣ Improve Soft Skills

🗣 Focus on:
– Explaining insights in simple words
– Data storytelling
– Presenting dashboards clearly
– Critical thinking

💡 Data Analysts = Communicators + Problem Solvers.

🔟 Get Certifications (Optional but Useful)

🎓 Good options:
– Google Data Analytics (Coursera)
– PL-300: Power BI Data Analyst
– IBM Data Analyst
– Snowflake SnowPro Core

💡 Helps stand out, especially for freshers.

1️⃣1️⃣ Apply for Entry-Level Roles (Month 6)

🎯 Job titles to search:
– Data Analyst (Intern/Junior)
– Business Analyst
– Reporting Analyst
– MIS Analyst
– Power BI Analyst
– Operations Analyst

💡 Apply even if you don’t meet 100% criteria.

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

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

Don't forget to share with others who are looking for learning more about Data Analyst 🙌 ☺️

Till then keep learning and keep exploring 🙌 ☺️

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📘 100% Clarity Document (No Hidden Claims)
👉 Understand the full roadmap of our 17th Jan Analytics Engineering Program
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💥 Special Limited-Time Offer
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If you’re serious about transitioning into Analytics Engineering / Big Data Analyst roles,
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We’ll personally guide you to enroll in
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📈 This is not a trend. This is the FUTURE.

IIT Kharagpur is conducting a Data Science Hackathon, do register :
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Last Day to register today.

Don't forget to share with your friends and people you know who can benefit 🙌☺

*My one more Friend/Student got placed into Product Based as a Data Analyst with 300% Hike from different background*

Link - https://www.linkedin.com/posts/om-rai-483657213_grateful-newbeginnings-dataanalyst-activity-7415360679446253568-hr3O?utm_source=share&utm_medium=member_android&rcm=ACoAACzhe4oBmzvkaOq0H_uTda6krr_d7DSxObs


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Webinar will start at *7 pm IST Today* about End to End Understanding of Our Analytics Engineer Course which can help you end to end from Scratch - https://topmate.onlineclass.site/joinPublic/6960fbd6d96f7ec7eaace4ca43499526

*Join after sharp 25 Minutes*

🚨 “Why pay ₹2,00,000+ when real Analytics Engineering skills can be built in ₹30–35K?”
This is the #1 question we’ve been getting lately —
and honestly, it’s a very valid one.
So instead of marketing gimmicks, we decided to show complete transparency 👇
🔍 Why this Analytics Engineering Program is DIFFERENT
💡 Why professionals are confidently investing ₹30–35K
⚖️ How it delivers more industry depth than courses charging ₹2 Lakhs+
🚀 Why Big Data / Analytics Engineering is the future-proof career path
📘 100% Clarity Document (No Hidden Claims)
👉 Understand the full roadmap of our 17th Jan Analytics Engineering Program
🔗 https://docs.google.com/document/d/1sJwcTsRgPAPlPNwmGZXKdZXmZAvmdYpEpNSGxhlWTVs/edit?usp=drivesdk
💥 Special Limited-Time Offer
🎯 45% Discounted Course Link
🔗 https://topmate.io/durgesh_yadav/page/yPusP9Owyy
If you’re serious about transitioning into Analytics Engineering / Big Data Analyst roles,
this is not just another course —
this is a career-building ecosystem.
📩 Interested? Reach out now.
We’ll personally guide you to enroll in
👉 one of the most successful Engineering Analyst (Big Data Analyst) batches.
📈 This is not a trend. This is the FUTURE.

🚀 FREE LIVE WEBINAR – Build an End-to-End Real Data Analytics Project 🚀
📅 Sat, 10 Jan 2026 | ⏰ 12:00 PM (IST)
Learn how real analytics projects are built from scratch — SQL → Python → Dashboard
Perfect for beginners and working professionals!
👉 Join for FREE: https://topmate.io/durgesh_yadav/1878063
🎯 Don’t miss out — practical, industry-ready, and live!

𝗙𝗥𝗘𝗘 𝗥𝗲𝘀𝗼𝘂𝗿𝗰𝗲𝘀 𝘁𝗼 𝗟𝗲𝗮𝗿𝗻 𝗗𝗮𝘁𝗮 𝗔𝗻𝗮𝗹𝘆𝘀𝘁🔥

1️⃣Core Skills Every Data Analyst Must Learn

📈 Excel/Spreadsheets

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

Excel - https://lnkd.in/d79Fks_y

2️⃣SQL (Most Important Skill)

Skills:
– SELECT, WHERE, ORDER BY
– JOINs
– GROUP BY, HAVING
– Subqueries & CTEs
– Window Functions

SQL - https://lnkd.in/dZjUh9cq

3️⃣ Python for Data Analysis

Skills:
– pandas
– numpy
– matplotlib
– seaborn
– Data cleaning & EDA

Python - https://lnkd.in/dYnG5jN3

4️⃣ Data Visualization Tool

Power BI & Tableau

Skills:
– Data modeling
– DAX basics
– Filters & slicers
– 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

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

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

Till then keep learning & keep exploring 🙌☺️

❄️𝗜𝘀 𝗬𝗼𝘂𝗿 𝗦𝗤𝗟 𝗧𝗲𝗰𝗵 𝗦𝘁𝗮𝗰𝗸 𝗢𝘂𝘁𝗱𝗮𝘁𝗲𝗱?


🚀𝗝𝗮𝗻–𝗠𝗮𝗿𝗰𝗵 = 𝗣𝗲𝗮𝗸 𝗛𝗶𝗿𝗶𝗻𝗴 𝗦𝗲𝗮𝘀𝗼𝗻 𝗳𝗼𝗿 𝗗𝗮𝘁𝗮 𝗘𝗻𝗴𝗶𝗻𝗲𝗲𝗿𝘀

Top companies are moving fast toward 𝗦𝗻𝗼𝘄𝗳𝗹𝗮𝗸𝗲-𝗳𝗶𝗿𝘀𝘁 data platforms.

Join 𝗘𝗱𝘂𝗰𝗮𝘁𝗶𝗼𝗻 𝗘𝗹𝗹𝗶𝗽𝘀𝗲’𝘀 𝗙𝗥𝗘𝗘 𝗦𝗻𝗼𝘄𝗳𝗹𝗮𝗸𝗲 𝗗𝗮𝘁𝗮 𝗘𝗻𝗴𝗶𝗻𝗲𝗲𝗿𝗶𝗻𝗴 𝗥𝗼𝗮𝗱𝗺𝗮𝗽 𝗠𝗮𝘀𝘁𝗲𝗿𝗰𝗹𝗮𝘀𝘀 and learn what hiring managers actually expect in 2026.

🎓𝗙𝗥𝗘𝗘 𝗟𝗶𝘃𝗲 𝗗𝗲𝗺𝗼 𝗦𝗲𝘀𝘀𝗶𝗼𝗻 – 𝗦𝗻𝗼𝘄𝗳𝗹𝗮𝗸𝗲 𝗥𝗼𝗮𝗱𝗺𝗮𝗽

🗓𝗗𝗮𝘁𝗲: 23rd Jan
🕗𝗧𝗶𝗺𝗲: 7:00 PM IST
💡𝗪𝗵𝗮𝘁 𝗬𝗼𝘂’𝗹𝗹 𝗟𝗲𝗮𝗿𝗻 𝗶𝗻 𝘁𝗵𝗲 𝗗𝗲𝗺𝗼

✅ End-to-End Snowflake Data Engineering Roadmap
✅ 2 Real-Time Industry Projects (not toy examples)
✅ Resume Structuring for Snowflake Roles
✅ Snowflake Certification Path & Career Guidance

📘𝗖𝗵𝗲𝗰𝗸 𝘁𝗵𝗲 𝗗𝗲𝘁𝗮𝗶𝗹𝗲𝗱 𝗖𝘂𝗿𝗿𝗶𝗰𝘂𝗹𝘂𝗺
👉 https://drive.google.com/file/d/1KPANZuRXj6YqS43ItugdoZ-fxfNr9P-C/view


🎯𝗥𝗲𝘀𝗲𝗿𝘃𝗲 𝗬𝗼𝘂𝗿 𝗙𝗥𝗘𝗘 𝗠𝗮𝘀𝘁𝗲𝗿𝗰𝗹𝗮𝘀𝘀 𝗦𝗲𝗮𝘁
🔗 https://educationellipse.com/snowflake-data-engineering/

📢𝗝𝗼𝗶𝗻 𝗢𝘂𝗿 𝗦𝗻𝗼𝘄𝗳𝗹𝗮𝗸𝗲 & 𝗗𝗮𝘁𝗮 𝗘𝗻𝗴𝗶𝗻𝗲𝗲𝗿𝗶𝗻𝗴 𝗪𝗵𝗮𝘁𝘀𝗔𝗽𝗽 𝗖𝗵𝗮𝗻𝗻𝗲𝗹
🔗 https://whatsapp.com/channel/0029VbAXLZtFMqrh2sARyH0q

🕓𝗖𝗼𝘂𝗿𝘀𝗲 𝗗𝘂𝗿𝗮𝘁𝗶𝗼𝗻: 2 Months

📞𝗤𝘂𝗲𝗿𝗶𝗲𝘀? WhatsApp Snowflake on: +918109051578


✨𝗦𝘁𝗮𝗿𝘁 𝘆𝗼𝘂𝗿 Snowflake journey today!

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𝗙𝗿𝗲𝗲 𝗦𝗤𝗟 𝗟𝗲𝗮𝗿𝗻𝗶𝗻𝗴 𝗥𝗲𝘀𝗼𝘂𝗿𝗰𝗲𝘀 🔥🔥🔥

📘 W3Schools SQL Tutorial: https://www.w3schools.com/sql/

📘 Mode Analytics SQL Tutorial: https://mode.com/sql-tutorial

📘 SQLZoo Interactive SQL Tutorial: https://sqlzoo.net/wiki/SQL_Tutorial

📘 Khan Academy - Intro to SQL: https://www.khanacademy.org/computing/computer-programming/sql

1️⃣ SQL Handwritten Notes: https://lnkd.in/dTZ2Fv2i

2️⃣ SQL Roadmap for Data Analyst: https://lnkd.in/gXt9tK7C

3️⃣ SQL Free Courses: https://lnkd.in/dbQ-Ucdm

4️⃣ YouTube Channels to Learn SQL: https://lnkd.in/dGSmXjm6

5️⃣ YouTube Tutorials to Learn SQL: https://lnkd.in/dZjUh9cq

6️⃣ MASTER SQL in 16 Pages: https://lnkd.in/dqRrHuFS

7️⃣ SQL Quick Revision Notes for Interviews: https://lnkd.in/dNsyyhxT

8️⃣ Master SQL with this Cheat Sheet: https://lnkd.in/dVz7aCxH

9️⃣ SQL Guided Projects: https://lnkd.in/dzk4eQKk 

🔟 Platforms to Practice SQL Queries: https://lnkd.in/dkif2GY9

1️⃣1️⃣ Ace SQL Interview with 150 Practice Queries: https://lnkd.in/dpaiW83g

1️⃣2️⃣ Most Asked SQL QnA: https://lnkd.in/evpgNYiu
https://lnkd.in/ePQU2Rp8

1️⃣3️⃣ 800 Most Asked SQL QnA: https://lnkd.in/dHzNhpjB

1️⃣4️⃣ SQL Interviews with LeetCode Solutions: https://lnkd.in/d6XhirJN

1️⃣5️⃣ SQL Interview Questions for SQL Developers: https://lnkd.in/dG3kxd8b

1️⃣6️⃣ SQL Interview Questions for Data Analyst: https://lnkd.in/dredf8KF

1️⃣7️⃣ Most Asked SQL Questions at MAANG Companies: https://lnkd.in/dvt4qK5M

1️⃣8️⃣ Company-wise SQL Interview Questions: https://lnkd.in/emsEkquP

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

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

Don't forget to share with others who are looking for learning more about SQL 🙌☺️

Till then keep learning and keep exploring 🙌 ☺

Did you know? Web3 developers earn 2-3x more than traditional developers, yet most students only know the theory. Recruiters are hunting for builders, not just fans.
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Anyone with an Internet connection can learn 𝗗𝗮𝘁𝗮 𝗔𝗻𝗮𝗹𝘆𝘀𝘁 𝗳𝗼𝗿 𝗳𝗿𝗲𝗲:

No more excuses now.

SQL - https://lnkd.in/dZjUh9cq

Python - https://lnkd.in/dYnG5jN3

Excel - https://lnkd.in/d79Fks_y

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

Tableau - https://lnkd.in/dXdC7mcX

Projects - https://lnkd.in/dyviaAbT

Excel Portfolio Projects: https://lnkd.in/dJPciPvU

SQL Portfolio Projects: https://lnkd.in/dzk4eQKk

Power BI Portfolio Project: https://lnkd.in/dC_S7P2r

Data Analyst Roadmap - https://lnkd.in/e7_b8NBu

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

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

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

Don't forget to share with others who are looking for learning more about Data Analyst 🙌 ☺️

Till then keep learning and keep exploring 🙌 ☺️

Data Analyst Techstack for 2026 (Beginner Friendly) 🚀📊

Excel: https://www.w3schools.com/excel/

SQL: https://www.w3schools.com/sql/

Python: https://www.w3schools.com/python/

Power BI: https://www.datacamp.com/tutorial/tutorial-power-bi-for-beginners

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

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

Don't forget to share with others who are looking for learning more about Data Analyst 🙌 ☺️

Till then keep learning and keep exploring 🙌 ☺️

Did you know? Web3 developers earn 2-3x more than traditional developers, yet most students only know the theory. Recruiters are hunting for builders, not just fans.
Stop watching. Start building. 👉 Join now: https://bit.ly/4pK7F4y

The 30-Day Transformation:
✅ 30+ Live Sessions: 100% interactive (No recordings).
✅ 2 Real Projects: Instant portfolio for CV & LinkedIn.
✅ 24/7 Support: Live doubt solving + expert chat.
✅ Career Vault: FREE HR Database & CV Templates.

Only for those who are serious about Web3 roles in 2026.