Hi, I'm Deepak and I share daily knowledge about:. 💻 Azure Cloud Solution.🏆 Microsoft Azure technologies.📦 Technical Blogs.⚡ Productivity tips.💼 Career development.🎉 Azure certifications.🚀 Technical queries and challenges. If you want to learn, make sure to follow me! ✅.

Answer:.Ask this question to either guardian:. 👉 "If I were to ask the other guardian which door leads to Heaven, what would they say?".Then go through the opposite door of what they say. In both cases, you’re being misdirected—so the correct path is the opposite.

✅ *100 Days SQL Roadmap – 2025* 🗃️🧠 .🕒 Daily: 1–2 hours + practice on real datasets. 📍 *Days 1–10: SQL Basics* .📍 *Days 11–20: Filtering & Sorting* .📍 *Days 21–30: Functions & Expressions* .📍 *Days 31–40: GROUP BY & Aggregates* . 📍 *Days 41–50: Joins Mastery*.

Stream Processing with Apache Flink. 🌊 Real-time powerhouse for stateful computation. Event Time vs Processing Time . Tumbling / Sliding / Session Windows . Checkpointing & Savepoints . Stateful functions = dynamic pipeline logic. Use for: Fraud detection, user activity.

✅ *5 Power BI Projects for Beginners* 📊🟡.1️⃣ *Sales Dashboard* .2️⃣ *Customer Analysis Report*.3️⃣ *HR Analytics Dashboard*.4️⃣ *Financial Statement Report*.5️⃣ *Social Media Performance Dashboard* . *Tip:* Use sample datasets from Kaggle, mock Excel files. 💬 *Tap ❤️ for more!*.

PS: To change your perspective towards growth, surround yourself with people who are actually growing.

Heaven or Hell Door .You arrive at two doors: one leads to Heaven, the other to Hell.Each door has a guardian: one always tells the truth, the other always lies. You don’t know who is who. You can ask only one question to one guardian. What do you ask to find the door to Heaven?.

𝗦𝗲𝗾𝘂𝗲𝗻𝗰𝗲 & 𝗖𝗼𝗹𝗹𝗲𝗰𝘁𝗶𝗼𝗻 𝗙𝘂𝗻𝗰𝘁𝗶𝗼𝗻𝘀 .- len() .- sorted() .- range() .- zip() .- enumerate().- reversed() .- all() .- any().

Look in the mirror. No filters. No lies. Ask: What am I even doing with my life?.If you feel nothing… it’s not peace. It’s surrender. You’re not living — just slowly giving up. That’s how people die before they’re gone.

𝗗𝗮𝘁𝗮 𝗧𝘆𝗽𝗲 𝗖𝗼𝗻𝘃𝗲𝗿𝘀𝗶𝗼𝗻 𝗙𝘂𝗻𝗰𝘁𝗶𝗼𝗻𝘀 .- int() .- float() .- str() .- bool() .- complex() .- list() .- tuple().- set() .- dict().- frozenset() .- bytes().- bytearray() .- memoryview().

𝗠𝗮𝘁𝗵𝗲𝗺𝗮𝘁𝗶𝗰𝗮𝗹 𝗙𝘂𝗻𝗰𝘁𝗶𝗼𝗻𝘀.- abs().- pow() .- round().- divmod() .- sum() .- min() .- max().

𝗣𝘆𝘁𝗵𝗼𝗻 𝗶𝘀 𝘁𝗵𝗲 𝗡𝗲𝘄 𝗘𝗻𝗴𝗹𝗶𝘀𝗵. 𝗦𝗽𝗲𝗮𝗸 𝗜𝘁 𝗙𝗹𝘂𝗲𝗻𝘁𝗹𝘆!. Here’s Your Ultimate Guide!. 𝗜𝗻𝗽𝘂𝘁/𝗢𝘂𝘁𝗽𝘂𝘁 𝗙𝘂𝗻𝗰𝘁𝗶𝗼𝗻𝘀.- print() .- input() .- format(). follow to know more ❤.

Apache Kafka – Real-Time Backbone. Day 4: Apache Kafka – Real-Time Backbone. Kafka = distributed commit log for data. 🔹 Topics = Immutable logs .🔹 Partitions = Parallelism .🔹 Kafka Connect = Easy ingestion (DBs, APIs, Files). 💡 Use Kafka for:. Change Data Capture (CDC).

Airflow Catchup vs Backfill*. 🧠*Airflow Deep Dive*.*Q:* What’s the difference between *Catchup* and *Backfill*?. * catchup=True → Runs all missed DAG runs since start\_date.* *Backfill* → Manual rerun of past DAGs via CLI. 🎯 Disable catchup for real-time pipelines.

Staying in the same job for 8 years isn’t always stability — sometimes it’s stagnation. If you want growth, you need to learn, try, fail, and try again. 🚀 Ready to switch to Azure Data Engineering?.Join my free live session (starting with Python):

Partition vs Bucketing. Q:What’s the difference b/w Partitioning and Bucketing?. Partitioning: Organizes data into folders (e.g. by country/year).Bucketing: Breaks data into fixed-sized hashed files (e.g. by user\_id). 💡 Use both for faster filtering + joins!.

So what’s the real take-home per year?.Only the base is guaranteed = ₹18L.Take-home after tax ≈ ₹13.5–14L.You're thinking ₹30L… but you're living like you're on ₹14L. That's less than 50% of what’s promised.

Offer Letter says:.🧾 CTC: ₹30 LPA.Wow? Not really. Here's the breakdown:.₹18L – Base salary. ₹4L – Annual bonus (performance-based 👀). ₹3L – ESOPs (vests over 4 years). ₹2L – Gratuity + PF + medical. ₹3L – "Other benefits" (laptop, training, etc.).