Azure vs AWS vs GCP: How they handle the entire data pipeline

Here’s a quick breakdown of how the 3 cloud giants handle each stage of the modern data pipeline:
From ingestion to dashboards — all in one thread. 1/ Data Ingestion
Efficient data collection is the foundation.
Here’s how each cloud handles it:
🔹 Azure: Data Factory for batch + hybrid pipelines
🔸 AWS: Kinesis + Data Pipeline for real-time + scheduled ingestion
🟢 GCP: Pub/Sub + Dataflow for scalable, event-driven streaming

4.5 billion people use Google every day.

But 99% of them don't know how to Google properly.

8 incredible and unknown tips ↓

Bookmark now🔖 1. "Quotation marks"

Put quotes around search terms to let you search exactly for that word.

All results will have your terms in it.

Example: "Adam Clear" Gives you all Adam Clear search results without just "Adam" or just "Clear"

12 Pictures with Deep Meaning:

Bookmark now🔖

1. 2 .

3 billion people use WhatsApp every day.

But 99.9% of them don't know its full potential.

8 incredible and unknown tips ↓

Bookmark now🔖 1. Turn on the chat lock feature

Add an extra layer of privacy to specific chats. To read or send messages, you’ll need to unlock those chats using device authentication, such as your phone passcode, Face ID, or fingerprint.

4.5 billion people use Google every day.

But 99% of them don't know how to Google properly.

8 incredible and unknown tips ↓

Bookmark now🔖 1. "Quotation marks"

Put quotes around search terms to let you search exactly for that word.

All results will have your terms in it.

Example: "Adam Clear" Gives you all Adam Clear search results without just "Adam" or just "Clear"

Over 2 billion people use Google Maps worldwide.

But 99.9% of people are unaware of its hidden features.

10 incredible and unknown tips ↓ 1. Flight Prices:

Easily check flight prices for any destination.

Plan your vacation or business trip with maps that display schedules, prices, airlines, connections, and more.

I'm shocked by how many people still don’t use AI on their phones.

It can significantly boost your productivity.

Here are 10 free ways to leverage AI on your phone: 1. Otter AI

- Take meeting notes automatically, and share them with teammates to keep everyone in sync
- Record & Transcribe Live
- Enrich Notes with AI

Over 180,000,000 people use ChatGPT, yet 99% are stuck in beginner mode. 🤔

8 Prompts to Master ChatGPT Like a Pro

[Bookmark for later] 1) 📚 Ready to master a new skill? 📚

Prompt: "I have 3 free days a week and 2 months. Design a crash study plan for <your topic>."

Internet has over 1.8 billion websites

Here are 8 websites that are super useful feel illegal to know ↓

[Bookmark for later] 1) BugMeNot

Allows users to bypass the login step for websites that require mandatory registration, providing shared logins to avoid unnecessary sign-ups.

How to Become From Ordinary to Extraordinary

Save it for later 1) Be Someones's reason to Never Give up

Be Someone's Strength
Be Someone's Inspiration

7 Japanese Techniques to Achieve Success in Life

Don't forget to Save It for Later

𝟕 𝐋𝐄𝐀𝐃𝐄𝐑𝐒𝐇𝐈𝐏 𝐋𝐄𝐒𝐒𝐎𝐍𝐒 𝐓𝐎 𝐋𝐄𝐀𝐑𝐍 𝐅𝐑𝐎𝐌 𝐀𝐍 𝐄𝐀𝐆𝐋𝐄

Save it for Later 1) Solitude in Decision-Making

Eagles fly Alone and at High Altitudes
They don't fly with sparrows, ravens, and other small birds.

MEANING: Stay away from narrow-minded people, those that bring you down. Keep good company. But accept that you are always ALONE at the TOP.

𝟏𝟎 𝐏𝐨𝐰𝐞𝐫𝐟𝐮𝐥 𝐕𝐢𝐬𝐮𝐚𝐥𝐬 𝐭𝐨 𝐜𝐡𝐚𝐧𝐠𝐞 𝐋𝐢𝐟𝐞'𝐬 𝐏𝐫𝐨𝐬𝐩𝐞𝐜𝐭𝐢𝐯𝐞

Save it for later .

1. Without your health you have nothing. 2. Let go of the things that are holding you back.

7 Rules of Money If You Want to Get Rich Fast

Save if for a later. 1) Stay Poor Until you really get Rich

Living simply doesn't mean you're missing out on fun;

it means you're saving and planning for a bigger, better future. Wait a little

How to Master Public Speaking

7 Steps to master the skills

🔖7/7 BookMark it : 1. Record yourself speaking

Observe where you look

Note your hand movements
Check your speaking pace
Identify filler words
🔍 Rewatch and refine.

Master ANY Skill with ChatGPT

But only 1% know how to use it correctly

Learn ANYTHING with These 10 Prompts 1. Create a study plan

Study plans are practical strategies that guide you through the entire learning process step-by-step.

PROMPT: Can you create a study plan for Microsoft Excel? The plan should include every step I should know from beginner to advanced level.