𝟯 𝗢𝗽𝗲𝗻-𝗦𝗼𝘂𝗿𝗰𝗲 𝗔𝗜 𝗣𝗿𝗼𝗷𝗲𝗰𝘁𝘀 𝘁𝗼 𝗕𝘂𝗶𝗹𝗱 𝗶𝗻 𝟮𝟬𝟮𝟱😍

If you’ve ever thought, “Can I actually build something useful with AI?” — the answer is yes, and you don’t need to be a genius to start.✨️📊

These 3 open-source projects on GitHub are proof of what you can build with just basic coding knowledge and a passion for learning.🧑‍💻💥

𝐋𝐢𝐧𝐤👇:-

https://pdlink.in/45jKiXe

Build your own AI agent that remembers conversations and gets smarter over time.✅️

𝗠𝗮𝘀𝘁𝗲𝗿 𝗔𝘇𝘂𝗿𝗲 𝗠𝗮𝗰𝗵𝗶𝗻𝗲 𝗟𝗲𝗮𝗿𝗻𝗶𝗻𝗴 𝗳𝗼𝗿 𝗙𝗿𝗲𝗲 𝘄𝗶𝘁𝗵 𝗧𝗵𝗲𝘀𝗲 𝟯 𝗠𝗶𝗰𝗿𝗼𝘀𝗼𝗳𝘁 𝗠𝗼𝗱𝘂𝗹𝗲𝘀!😍

Start Mastering Azure Machine Learning — 100% Free!💥

Want to get into AI and Machine Learning using Azure but don’t know where to begin?📊📌

𝐋𝐢𝐧𝐤👇:-

https://pdlink.in/45oT5r0

These official Microsoft Learn modules are all you need — hands-on, beginner-friendly, and backed with certificates🧑‍🎓📜

Top WhatsApp channels for Free Learning 👇👇

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ENJOY LEARNING 👍👍

𝟓 𝐅𝐫𝐞𝐞 𝐘𝐨𝐮𝐓𝐮𝐛𝐞 𝐑𝐞𝐬𝐨𝐮𝐫𝐜𝐞𝐬 𝐭𝐨 𝐁𝐮𝐢𝐥𝐝 𝐀𝐈 𝐀𝐮𝐭𝐨𝐦𝐚𝐭𝐢𝐨𝐧𝐬 & 𝐀𝐠𝐞𝐧𝐭𝐬 𝐖𝐢𝐭𝐡𝐨𝐮𝐭 𝐂𝐨𝐝𝐢𝐧𝐠😍

Want to Create AI Automations & Agents Without Writing a Single Line of Code?🧑‍💻

These 5 free YouTube tutorials will take you from complete beginner to automation expert in record time.🧑‍🎓✨️

𝐋𝐢𝐧𝐤👇:-

https://pdlink.in/4lhYwhn

Just pure, actionable automation skills — for free.✅️

🚀 We’re Hiring | Data Scientist – ML Modeling for Personal Loan Scorecards

Join KreditBee, one of India’s fastest-growing fintech platforms, and work on building machine learning models and algorithms to power scorecards for our Personal Loan product.

📍 Location: Bangalore (Work from Office)
🎓 Qualification: Any Graduate / Postgraduate
📊 Experience: 2 to 6 years
🛠 Key Skills: Python, SQL, Machine Learning, Scorecard Development
🏦 Domain: Fintech / Lending / Consumer Loans preferred
🕒 Notice Period: Immediate joiners or up to 30 days

👉 Role Focus:
This is a core ML role involving the development and deployment of predictive models and algorithms for credit risk domain.
Note: This is not a GenAI/NLP role.

📩 To apply, share your resume at:
nabeelah.i@kreditbee.in

EXL is hiring Data Scientist 🚀

Experience : 2 Years
Location : India ( Remote )

Apply link : https://www.linkedin.com/jobs/view/4266437972

👉 WhatsApp Channel: https://whatsapp.com/channel/0029VaI5CV93AzNUiZ5Tt226

👉 Telegram Channel: https://t.me/addlist/4q2PYC0pH_VjZDk5

Like for more such opportunities ❤️

All the best! 👍👍

𝟰 𝗙𝗿𝗲𝗲 𝗖𝗼𝘂𝗿𝘀𝗲𝘀 𝘁𝗼 𝗨𝗽𝗴𝗿𝗮𝗱𝗲 𝗬𝗼𝘂𝗿 𝗖𝗮𝗿𝗲𝗲𝗿 𝗶𝗻 𝟮𝟬𝟮𝟱 — 𝗟𝗲𝗮𝗿𝗻 & 𝗘𝗮𝗿𝗻 𝗖𝗲𝗿𝘁𝗶𝗳𝗶𝗰𝗮𝘁𝗲𝘀😍

Upgrade Your Career with 100% FREE Learning Resources!📚✨️

From coding essentials to data analytics, programming foundations, and business insights — these handpicked free courses will help you gain practical, in-demand skills fast.🧑‍🎓📌

𝐋𝐢𝐧𝐤👇:-

https://pdlink.in/4mCBGCa

Perfect for beginners and professionals looking to upskill without spending a dime.✅️

Hiring alert: Multiple roles in Data team

If you love solving challenging problems with data while learning new skills daily — you might just be who we’re looking for.

☑️ Senior Data Scientist
3-6 years | Machine Learning, Forecasting Models, | Upto 30 LPA

☑️ Data Analyst
1-3 years | SQL, ETL, BI tools, Python | Upto 15 LPA

☑️ Senior Data Engineer
3-6 years | SAP HANA, Snowflake, Azure, iOT | Upto 40 LPA

Why join us?
Work on cutting-edge AI
Build products people actually use
Work on problems that lead to real impact
Collaborate with a smart, fun, and ambitious team

If this sounds like you (or someone amazing you know), drop your CV at mehak@infutrix.com

𝐒𝐭𝐚𝐫𝐭 𝐘𝐨𝐮𝐫 𝐃𝐚𝐭𝐚 𝐀𝐧𝐚𝐥𝐲𝐭𝐢𝐜𝐬 𝐉𝐨𝐮𝐫𝐧𝐞𝐲 — 𝟏𝟎𝟎% 𝐅𝐫𝐞𝐞 & 𝐁𝐞𝐠𝐢𝐧𝐧𝐞𝐫-𝐅𝐫𝐢𝐞𝐧𝐝𝐥𝐲😍

Want to dive into data analytics but don’t know where to start?🧑‍💻✨️

These free Microsoft learning paths take you from analytics basics to creating dashboards, AI insights with Copilot, and end-to-end analytics with Microsoft Fabric.📊📌

𝐋𝐢𝐧𝐤👇:-

https://pdlink.in/47oQD6f

No prior experience needed — just curiosity✅️

Excel interview questions for both data analysts and business analysts

1) What are the basic functions of Microsoft Excel?
2) Explain the difference between a workbook and a worksheet.
3) How would you freeze panes in Excel?
4) Can you name some common keyboard shortcuts in Excel?
5) What is the purpose of VLOOKUP and HLOOKUP?
7) How do you remove duplicate values in Excel?
8) Explain the steps to filter data in Excel.
9) What is the significance of the "IF" function in Excel, and can you provide an example of its use?
10) How would you create a pivot table in Excel?
11) Explain the use of the CONCATENATE function in Excel.
12) How do you create a chart in Excel?
13) Explain the difference between a line chart and a scatter plot.
14) What is conditional formatting, and how can it be applied in Excel?
15) How would you create a dynamic chart that updates with new data?
16) What is the INDEX-MATCH function, and how is it different from VLOOKUP?
17) Can you explain the concept of "PivotTables" and when you would use them?
18) How do you use the "COUNTIF" and "SUMIF" functions in Excel?
19) Explain the purpose of the "What-If Analysis" tools in Excel.
20) What are array formulas, and can you provide an example of their use?

Business Analysis Specific:

1) How would you analyze a set of sales data to identify trends and insights?
2) Explain how you might use Excel to perform financial modeling.
3) What Excel features would you use for forecasting and budgeting?
4) How do you handle large datasets in Excel, and what tools or techniques do you use for optimization?
5) What are some common techniques for cleaning and validating data in Excel?
6) How do you identify and handle errors in a dataset using Excel?

Scenario-based Questions:

1) Imagine you have a dataset with missing values. How would you approach this problem in Excel?
2) You are given a dataset with multiple sheets. How would you consolidate the data for analysis?

I have curated best 80+ top-notch Data Analytics Resources 👇👇
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Hope this helps you 😊

Pandas Cheatsheet For Data Science

𝐆𝐄 𝐀𝐞𝐫𝐨𝐬𝐩𝐚𝐜𝐞 𝐈𝐧𝐭𝐞𝐫𝐧𝐬𝐡𝐢𝐩, 𝟐𝟎𝟐𝟓!
Positio: Data Science Intern
Qualification: Bachelor’s/ Master’s Degree
Salary: ₹ 30,000 - ₹ 50,000 Per Month (Expected)
Batch: 2024/ 2025/ 2026/ 2027
Experienc: Freshers
Locatio: Bengaluru, India

📌Apply Now: https://careers.geaerospace.com/global/en/job/R5016107/DT-Data-Science-Intern

👉WhatsApp Channel: https://whatsapp.com/channel/0029Vaxjq5a4dTnKNrdeiZ0J

👉Telegram Link: https://t.me/addlist/ID95piZJZa0wYzk5

All the best 👍👍

McKinsey & Company is hiring Data Scientist 🚀

Experience : 2+ Years
Location : Bangalore

Apply link : http://www.mckinsey.com/careers/search-jobs/jobs/datascientist-95589?appsource=LinkedIn

👉WhatsApp Channel: https://whatsapp.com/channel/0029Vaxjq5a4dTnKNrdeiZ0J

👉Telegram Link: https://t.me/addlist/ID95piZJZa0wYzk5

All the best 👍👍

𝟮𝟱+ 𝗠𝘂𝘀𝘁-𝗞𝗻𝗼𝘄 𝗗𝗮𝘁𝗮 𝗔𝗻𝗮𝗹𝘆𝘁𝗶𝗰𝘀 𝗜𝗻𝘁𝗲𝗿𝘃𝗶𝗲𝘄 𝗤𝘂𝗲𝘀𝘁𝗶𝗼𝗻𝘀 𝘁𝗼 𝗟𝗮𝗻𝗱 𝗬𝗼𝘂𝗿 𝗗𝗿𝗲𝗮𝗺 𝗝𝗼𝗯 😍

Breaking into Data Analytics isn’t just about knowing the tools — it’s about answering the right questions with confidence🧑‍💻✨️

Whether you’re aiming for your first role or looking to level up your career, these real interview questions will test your skills📊📌

𝐋𝐢𝐧𝐤👇:-

https://pdlink.in/3JumloI

Don’t just learn — prepare smart✅️

Resume not working? This might be the problem


I've seen hundreds of data analysts struggle to get a single interview, and I've also seen the resumes that some of my mentees made.

They all say the same thing (and that is the exact reason why they come up to me and say that they're not getting calls):

"I've learned Python.
I've got my SQL certification.
I've built dashboards in Tableau."

Most of you are focusing on the tools rather than the results.

Employers aren't looking for people who can build dashboards—they want to know what that dashboard does for the company. Does it save time? Boost efficiency? Cut costs? Improve sales?

No:
"Built a sales dashboard that improved efficiency."

Yes:
"Created a sales dashboard that reduced reporting time by 30%, using XYZ."

It's not enough to just say you did something.
Explain how you approached the problem, the decisions you made, and the outcomes you achieved. You also get extra points if you identify flaws in your work and how you solved them. That's a story.

And, in resumes, you must Tell your story, not show your grocery list.

Most people focus on what they did.
Most companies focus on what you can do.

I have curated top-notch Data Analytics Resources 👇👇
https://whatsapp.com/channel/0029VaGgzAk72WTmQFERKh02

Hope this helps you 😊

𝐆𝐄 𝐀𝐞𝐫𝐨𝐬𝐩𝐚𝐜𝐞 𝐈𝐧𝐭𝐞𝐫𝐧𝐬𝐡𝐢𝐩, 𝟐𝟎𝟐𝟓!
Positio: Data Science Intern
Qualification: Bachelor’s/ Master’s Degree
Salary: ₹ 30,000 - ₹ 50,000 Per Month (Expected)
Batch: 2024/ 2025/ 2026/ 2027
Experienc: Freshers
Locatio: Bengaluru, India

📌Apply Now: https://careers.geaerospace.com/global/en/job/R5016107/DT-Data-Science-Intern

👉WhatsApp Channel: https://whatsapp.com/channel/0029VaxngnVInlqV6xJhDs3m

👉Telegram Link: https://t.me/addlist/4q2PYC0pH_VjZDk5

All the best 👍👍

𝐄𝐚𝐫𝐧 𝐅𝐑𝐄𝐄 𝐎𝐫𝐚𝐜𝐥𝐞 𝐂𝐞𝐫𝐭𝐢𝐟𝐢𝐜𝐚𝐭𝐢𝐨𝐧𝐬 𝐢𝐧 𝟐𝟎𝟐𝟓 — 𝐂𝐥𝐨𝐮𝐝, 𝐀𝐈 & 𝐃𝐚𝐭𝐚!😍

Oracle’s Race to Certification is here — your chance to earn globally recognized certifications for FREE!💥

💡 Choose from in-demand certifications in:
☁️ Cloud
🤖 AI
📊 Data
…and more!

𝐋𝐢𝐧𝐤👇:-

https://pdlink.in/4lx2tin

⚡But hurry — spots are limited, and the clock is ticking!✅️

𝗛𝗼𝘄 𝘁𝗼 𝗟𝗲𝗮𝗿𝗻 𝗣𝘆𝘁𝗵𝗼𝗻 𝗙𝗮𝘀𝘁 (𝗘𝘃𝗲𝗻 𝗜𝗳 𝗬𝗼𝘂'𝘃𝗲 𝗡𝗲𝘃𝗲𝗿 𝗖𝗼𝗱𝗲𝗱 𝗕𝗲𝗳𝗼𝗿𝗲!)🐍🚀

Python is everywhere—web dev, data science, automation, AI…
But where should YOU start if you're a beginner?

Don’t worry. Here’s a 6-step roadmap to master Python the smart way (no fluff, just action)👇

🔹 𝗦𝘁𝗲𝗽 𝟭: Learn the Basics (Don’t Skip This!)
✅ Variables, data types (int, float, string, bool)
✅ Loops (for, while), conditionals (if/else)
✅ Functions and user input
Start with:
Python.org Docs
YouTube: Programming with Mosh / CodeWithHarry
Platforms: W3Schools / SoloLearn / FreeCodeCamp
Spend a week here.

Practice > Theory.

🔹 𝗦𝘁𝗲𝗽 𝟮: Automate Boring Stuff (It’s Fun + Useful!)
✅ Rename files in bulk
✅ Auto-fill forms
✅ Web scraping with BeautifulSoup or Selenium
Read: “Automate the Boring Stuff with Python”
It’s beginner-friendly and practical!

🔹 𝗦𝘁𝗲𝗽 𝟯: Build Mini Projects (Your Confidence Booster)
✅ Calculator app
✅ Dice roll simulator
✅ Password generator
✅ Number guessing game

These small projects teach logic, problem-solving, and syntax in action.

🔹 𝗦𝘁𝗲𝗽 𝟰: Dive Into Libraries (Python’s Superpower)
✅ Pandas and NumPy – for data
✅ Matplotlib – for visualizations
✅ Requests – for APIs
✅ Tkinter – for GUI apps
✅ Flask – for web apps

Libraries are what make Python powerful. Learn one at a time with a mini project.

🔹 𝗦𝘁𝗲𝗽 𝟱: Use Git + GitHub (Be a Real Dev)
✅ Track your code with Git
✅ Upload projects to GitHub
✅ Write clear README files
✅ Contribute to open source repos

Your GitHub profile = Your online CV. Keep it active!

🔹 𝗦𝘁𝗲𝗽 𝟲: Build a Capstone Project (Level-Up!)
✅ A weather dashboard (API + Flask)
✅ A personal expense tracker
✅ A web scraper that sends email alerts
✅ A basic portfolio website in Python + Flask

Pick something that solves a real problem—bonus if it helps you in daily life!

🎯 𝗟𝗲𝗮𝗿𝗻𝗶𝗻𝗴 𝗣𝘆𝘁𝗵𝗼𝗻 = 𝗟𝗲𝗮𝗿𝗻𝗶𝗻𝗴 𝗣𝗼𝘄𝗲𝗿𝗳𝘂𝗹 𝗣𝗿𝗼𝗯𝗹𝗲𝗺 𝗦𝗼𝗹𝘃𝗶𝗻𝗴

You don’t need to memorize code. Understand the logic.
Google is your best friend. Practice is your real teacher.

Python Resources: https://whatsapp.com/channel/0029Vau5fZECsU9HJFLacm2a

ENJOY LEARNING 👍👍

𝐋𝐞𝐚𝐫𝐧 𝟔 𝐇𝐢𝐠𝐡-𝐈𝐧𝐜𝐨𝐦𝐞 𝐒𝐤𝐢𝐥𝐥𝐬 𝐟𝐨𝐫 𝐅𝐑𝐄𝐄 𝐰𝐢𝐭𝐡 𝐓𝐡𝐞𝐬𝐞 𝐘𝐨𝐮𝐓𝐮𝐛𝐞 𝐂𝐡𝐚𝐧𝐧𝐞𝐥𝐬!😍

Want to future-proof your career? The best way to stay ahead is by mastering in-demand tech skills—and the best part? You don’t need to spend a dime!📊〽️

Here are 6 top YouTube channels that offer high-quality, expert-led courses in Graphic Design, DevOps, Data Science, Java, UI/UX, and more!🧑‍🎓✨️

𝐋𝐢𝐧𝐤👇:-

https://pdlink.in/3XcIsnK

No more excuses—just pure learning and career growth!✅️

Company Name: Waymo
Role : ML Engineer
Batch : 2022/2021 and before passouts

Link: https://careers.withwaymo.com/jobs/ml-compiler-engineer-compute-bengaluru-karnataka-india