ADITYA KALYAN | DATA Engineer 🇮🇳

Data Analyst • Trainer & Educator •
Helping you become job-ready in Data Analytics |
SQL • Power BI • Python • Excel
Sharing Interview Prep + Career Tips

[ADITYA KALYAN | DATA Engineer 🇮🇳 @Adje_Analytics]

📊 Today I haveCreated a Pharmacy Sales & Payments dataset today.

Explore it on Kaggle and share your honest feedback. Your suggestions will help me improve it. 🙌

@kaggle
@KaggleDatasets

🔗 https://t.co/AMfF680ZMb

[Ezekiel @ezekiel_aleke]

I just found out that this week, DataCamp is 100% FREE!

You can learn Data Analytics for $0.
You can learn Data Science for $0.
You can learn AI Engineering for $0.

This should be illegal.

From November 2 to 8, all 700+ courses, career tracks and certifications are free.

No credit card.

You can steal it now → https://t.co/slNkk3X6Iu

I learned Power BI entirely through DataCamp in 2022, which is why I highly recommend them!

Personally, I like their:
- Progressive lesson plans
- Interactive hands-on learning
- Guided projects with datasets
- Industry-recognized certifications
- Career tracks that match what companies are hiring for

For aspiring 𝗗𝗮𝘁𝗮 𝗔𝗻𝗮𝗹𝘆𝘀𝘁𝘀:

- Associate Data Analyst in SQL Track - https://t.co/pNWrWUwisA
- Data Analyst in Python Track - https://t.co/psNcgvklwq
- Data Analyst in Power BI Track - https://t.co/8l53ctQ6bJ
(Prepares you for the PL-300 cert and gives you 50% off the official exam)
- Tableau Fundamentals Track - https://t.co/D2Ts3y3vBM
- Excel Fundamentals Track - https://t.co/stcN7fg3ki

For aspiring 𝗗𝗮𝘁𝗮 𝗦𝗰𝗶𝗲𝗻𝘁𝗶𝘀𝘁𝘀:

- Associate Data Scientist in Python Track - https://t.co/hxwOAzLixk
For aspiring 𝗔𝗜 𝗘𝗻𝗴𝗶𝗻𝗲𝗲𝗿𝘀:
- Associate AI Engineer for Developers Track - https://t.co/usuu771tXt

Or simply browse through all 700+ courses
FOR FREE until November 8: https://t.co/slNkk3X6Iu

 Like and repost for others🎊

[Job Corner @JOBCORNER247]

18 websites to get remote jobs in 2026

1. dice .co
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16. jobspresso .co
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18. hired .com

Start now!

[Python Coding @clcoding]

Every Python Developer Builds Strength One Concept at a Time!

Think of Python like a gym. Each concept makes your coding skills stronger.

🏋️ Basics – Build your foundation
🏋️ Data Structures – Organize your data
🏋️ Functions – Write reusable code
🏋️ OOP – Master object-oriented programming
🏋️ Decorators – Enhance functions
🏋️ Generators – Handle data efficiently
🏋️ Asyncio – Write asynchronous code
🏋️ Type Hints – Write cleaner code
🏋️ Pandas – Level up your data analysis skills

Don't try to master everything in one day.

Master the fundamentals first. Build consistently. Keep getting stronger! 🚀

Which Python concept are you currently working on?

Upcoming Bootcamp: https://t.co/LnSLIit9YW

[Job Corner @JOBCORNER247]

If you don't receive any update from HR after your interview, send this follow up email 💌

[Victor Ugwu | Data & AI @_VictorUgwu]

How I Solve Logistics Problems with Data and AI

A practical thread on how I help logistics, dispatch and e-commerce businesses organise their operations, identify problems and make better decisions.

[ADITYA KALYAN | DATA Engineer 🇮🇳 @Adje_Analytics]

Top Most Excel Formuals in 2026 Learn Now.
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Follow for Excel tips and tricks.

#datachampp #vlookup #cheatsheet #excelfunctions #excelformulas #excelformulas

[Shubham Singh @Shubhambais05]

DURING JOB INTERVIEW:

"Why are you leaving your current role?"

Most candidates say: "I am looking for more growth opportunities and a better company culture."

THE WINNING ANSWER:

[ADITYA KALYAN | DATA Engineer 🇮🇳 @Adje_Analytics]

📌Save & Share with your Excel Friends.
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#exceltricks
#exceltips
#excelhacks
#DataAnalysis
#ExcelForBeginners

[ADITYA KALYAN | DATA Engineer 🇮🇳 @Adje_Analytics]

SQL Skills in demand across data platforms.

SQL is everywhere. We learn SQL for just one database. But SQL applies to different platforms and different architectures.

#SQL #ANALYTICS

[ADITYA KALYAN | DATA Engineer 🇮🇳 @Adje_Analytics]

Double Tap ❤️ For More Power BI Lessons

#PowerBI #Data #Analytics

[ADITYA KALYAN | DATA Engineer 🇮🇳 @Adje_Analytics]

I turned a Sales dashboard into a 60-second story. 📊

Here's what the India Operations data for 2021 shows :

💰 Revenue: ₹17.25 Bn (+17.9% vs prior year)
🎯 Target attainment: 99.2%, just short of goal
📦 Units sold: 6 M (+19.7%)
🧾 Average ticket: ₹2.74 K (-1.5%)

[ADITYA KALYAN | DATA Engineer 🇮🇳 @Adje_Analytics]

Colour makes or breaks a dashboard. 🎨

I made a free mini e-book : 5 palettes with HEX codes you can copy. Swipe & save it.

Which one’s your favourite? 👇
#ColorPalette #PowerBI #Design

[ADITYA KALYAN | DATA Engineer 🇮🇳 @Adje_Analytics]

📍𝗖𝗛𝗢𝗢𝗦𝗘 𝗢𝗡𝗘........😍💗💗

【❤】𝗟𝗢𝗩𝗘
【😴】𝗦𝗟𝗘𝗘𝗣
【🤗】𝗦𝗢𝗖𝗜𝗔𝗟 𝗠𝗘𝗗𝗜𝗔
【😂】𝗙𝗢𝗢𝗗

#socialmedia #Love #lovers

[ADITYA KALYAN | DATA Engineer 🇮🇳 @Adje_Analytics]

My Interview experince at @Mphasis Data Engineer Interview : Round 1 & 2

https://t.co/TbtdTHxDZ0

[Opeyemi @cephasia001]

🚀 It's finally COMPLETE!

I've officially finished my Sunrise Coffee Chain Performance Analysis (2023–2024).

What caught my attention: transactions increased by 16.86%, while revenue and net profit both declined.

The data had a story to tell. 🧵👇

https://t.co/lyA23gWwRA
👇👇

[ADITYA KALYAN | DATA Engineer 🇮🇳 @Adje_Analytics]

Don't start with Python. Start here instead. 👇

1.Excel
2.SQL
3.Power BI
4.Claude or ChatGPT as your tutor

Master the fundamentals first. Everything else becomes easier.

Save this post 🔖 and tell me in the Comments : which step are you on?

[ADITYA KALYAN | DATA Engineer 🇮🇳 @Adje_Analytics]

I didn't lose myself along the way - I found who I want meant to become, and now I'm building the life I deserve. ❤

[ADITYA KALYAN | DATA Engineer 🇮🇳 @Adje_Analytics]

This month ❤️

[ADITYA KALYAN | DATA Engineer 🇮🇳 @Adje_Analytics]

SQL Tips 💡 - Day 1

Master SELECT. Use column names not *. Filter early with WHERE, sort with ORDER BY, test with LIMIT 10.

#SQL #DDC #Analytics #AdityaAnalytics #SQLtips #Day1

[ADITYA KALYAN | DATA Engineer 🇮🇳 @Adje_Analytics]

A Data Analyst’s value isn’t just in producing reports. It’s in helping people understand what the data means and what they should do next.

AI and automation may change the workflow, but business thinking and strong analytical fundamentals still matter.