YouTube Data Analysis | End To End Data Engineering Project

What will you learn?
✅ Python and PySpark
✅ SQL
✅ How to understand the business problem
✅ AWS Services - Athena, Glue, Redshift, S3, IAM
✅ Building Data Pipeline and Scheduling it

⏰ Duration : 50 Min
Instructor 👨‍🏫:  Darshil Parmar

🔗 Course Link


#Data_engineering #data_analysis  #python
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📊 Infographic Elements That Every Data Person Should Master 🚀

After years of working with data, I can tell you one thing:
👉 The chart ou choose is as important as the data itself.

Here’s your quick visual toolkit 👇

🔹 Timelines

* Sequential ⏩ great for processes
* Scaled ⏳ best for real dates/events

🔹 Circular Charts

* Donut 🍩 & Pie 🥧 for proportions
* Radial 🌌 for progress or cycles
* Venn 🎯 when you want to show overlaps

🔹 Creative Comparisons

* Bubble 🫧 & Area 🔵 for impact by size
* Dot Matrix 🔴 for colorful distributions
* Pictogram 👥 when storytelling matters most

🔹 Classic Must-Haves

* Bar 📊 & Histogram 📏 (clear, reliable)
* Line 📈 for trends
* Area 🌊 & Stacked Area for the “big picture”

🔹 Advanced Tricks

* Stacked Bar 🏗 when categories add up
* Span 📐 for ranges
* Arc 🌈 for relationships

💡 Pro tip from experience:
If your audience doesn’t “get it” in 3 seconds, change the chart. The best visualizations speak louder than numbers

Practical Math For Developers

🎬 Free Video Series
⏰ Duration : 1 Hour & 5 Min
Instructor 👨‍🏫:  Ryan Gonyon

🔗 Course Link


#Math #Developers
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Data Warehouses explained the easy way 📦📊

Show some ❤️ if you’d like me to create more custom PDFs like this! 👇👇👇

Instagram has grown to 3 billion monthly users, Meta CEO Mark Zuckerberg announced in a post on Threads yesterday, calling it “an incredible community we’ve built here.”

So i had to create a comparison with other social networks 😊

Python from Zero-to-Hero (Beginner Level)

Get familiar with Python, a modern programming language and start coding your first programs

Rating ⭐️: 4.5 ⭐️ (776 reviews)
Students 👨‍🎓 : 30,209
Duration ⏰ : 5 hour, 49 lectures
Created by 👨‍🏫: Kioomars Jonood,Samaneh Mazidi Sharaf Abadi
🔗 COURSE LINK

❗️Coupon code: D00E8A1359601965F49B❗️

⚠️ Its free for first 1000 enrollments only!


#python
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Join @python_bds to become better python programmer
*This channel belongs to @bigdataspecialist group

Today is Google’s 27th birthday - the search giant that answers your every “hmm…

It's cool how I can always say that I am older than Google 😎

Fun fact: They weren’t always “Google” - the original project was called “Backrub”

Larry Page and Sergey Brin called their early search engine “Backrub” because it analyzed the “backlinks” between websites to determine importance.

Yup, world domination started with a back massage... 😂

Google Just Dropped a FREE Machine Learning Operations (MLOps) for Generative AI Course. Grab It Now!

Fresh from Google’s X account, this awesome intermediate course is your chance to nail MLOps for generative AI! In five easy-to-watch videos, you’ll learn how MLOps has grown, get the lowdown on its framework for gen AI, tackle key challenges, and pick up the tools to rock your generative AI projects.
It’s fresh, free, and ready for you, don’t miss out!


🎬 5 Video Lessons
🏃‍♂️ Self Paced
Created by 👨‍🏫: Google

🔗 Course Link

#AI #MLOps #GenerativeAI
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Introduction to Generative AI

🏃‍♂ Self-paced
⏰ 45 Minutes
📒 Introductory Level

🔗 Course LInk

#generativeai #llm
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Free Excel Data Analysis Basics Course at YouTube (E-DAB)

🎬 Free Video Series
⏰ Duration : 6 Hour on-demand video
Created by 👨‍🏫:  excelisfun

🔗 Course Link


#Excel #Data_Analysis #BigData #Data_Visualization
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Introduction to AI in Azure

This course introduces core concepts related to artificial intelligence (AI), and the services in Microsoft Azure that can be used to create AI solutions.

🎬 Free Video Lesson
📚 12 Modules
🏃‍♂Self Paced
⏰ Duration : 9 Hour 25 Min
Created by 👨‍🏫:  Microsoft Learn

🔗 Course Link


#artificial_intelligence
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New post from our Instagram page, saved as PDF ☝️
You can also find it here: https://www.instagram.com/p/DPoQzgeDAjI/?img_index=1

🚨 Windows 10 Will End Today 🚨

Today, October 14, 2025, marks the official end of free support from Microsoft. After this date, Microsoft will no longer provide free security updates, technical support, or software updates for Windows 10.

But don't panic; your PC isn't bricking overnight.

We'll break everything down below: what it means and what you can do with answers to common questions.

What Does This Mean❓

Microsoft is stopping all free security updates, bug fixes, and technical support for Windows 10 after October 14, 2025.

You'll get one last security patch today, but after that, no more automatic protections. Your computer will keep running as usual, but it'll become more vulnerable to hackers, viruses, and new threats over time.

Will My PC Suddenly Stop Working❓
No! Windows 10 won't "shut down" or become unusable today. All your files, apps, and settings stay intact. However, without updates, security risks will grow. If you're in a business or handling sensitive data, this is a bigger deal, time to act fast.

Is this just a scare tactic to sell Windows 11❓
Not really. it's part of the 10-year lifecycle Microsoft planned since 2015. But yes, it pushes upgrades and could create e-waste if folks ditch working PCs.

Can I ignore and keep using Windows 10❓
Technically yes, but not recommended. Unpatched systems are prime targets for cyberattacks. If you're casual and careful (good antivirus, avoid shady sites), you might be okay short-term, but long-term? Upgrade.


What Can You Do Right Now?

✅Upgrade to Windows 11 for Free
If your PC meets the requirements (like having TPM 2.0 and a compatible processor), head to Settings > Update & Security > Windows Update. It's seamless and keeps you updated. Not sure if your hardware qualifies? Use Microsoft's PC Health Check tool to verify.

✅ Stick with Windows 10 but Pay for Security
Microsoft offers Extended Security Updates (ESU). For consumers, it's $30 for the first year (with possible free options in the US via enrollment). Prices double each year after that, up to 3 years max. Businesses pay more. Enroll via the Microsoft Store or their website, even if you're late, you can still sign up.

✅ Switch to Alternatives: If upgrading isn't possible (e.g., old hardware), try free OS like Linux (Ubuntu is beginner-friendly). It runs on most PCs, is secure, and has tons of free software. Or, consider buying a new Windows 11-compatible device if your budget allows.