Telegram Web Link
Forwarded from Data visualization
Is Stack Overflow dying?
πŸ‘4
Since the arrival of ChatGPT, Stack Overflow has experienced a sharp decline in activity and number of questions (check chart above ☝️)

Stack Overflow has struggled with a reputation for gatekeeping and unkind responses.
This is how I imagine those bullies right now πŸ˜…
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Intro to CS & Programming Using Python – MIT OCW (Fall 2022)

Modern MIT intro‑to‑CS course using Python. Updated in 2022, complete with up-to-date coding exercises and lecture videosβ€”ideal for new learners and self-learners.


πŸ“ Topic: Python fundamentals, algorithms, OOP, recursion
πŸ“‘ Materials: Lecture videos, notes, assignments, quizzes
🎬 10 video lessons

πŸ”— Course: https://ocw.mit.edu/courses/6-100l-introduction-to-cs-and-programming-using-python-fall-2022/
πŸ”—Video lessons link: https://ocw.mit.edu/courses/6-100l-introduction-to-cs-and-programming-using-python-fall-2022/download/

#python
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🚨 Cloudflare just stopped the largest DDoS attack ever recorded - peaking at 11.5 Tbps.

It lasted only 35 seconds… but experts warn these β€œtsunami” attacks can be smoke screens for data theft and deeper breaches.

For those who want to know more, here’s the link πŸ‘‡

https://thehackernews.com/2025/09/cloudflare-blocks-record-breaking-115.html
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Fundamentals of Data Engineering Masterclass

🎬 Free Video Lesson
πŸƒβ€β™‚Self Paced
⏰ Duration : 3 Hours
Instructor πŸ‘¨β€πŸ«:  Darshil Parmar

πŸ”— Course Link


#Data_engineering #Data_analysis #Data_modeling #Python
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πŸ‘3❀2
NodeOS

This repo contains first operating system powered by node.js and npm.

Honestly, the idea of a whole OS built with Node.js just blew my mind a little.

Is this the future of operating systems, or just a wildly cool experiment?

What do you all think?😊

πŸ”— Check it out: Github
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Generative AI for Beginners

🎬 18 Lesson Series
πŸƒβ€β™‚ Self-paced
InstructorπŸ‘¨β€πŸ«: Microsoft Cloud Advocates

πŸ”—Course Link

#imageclassification #computervision
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Forwarded from Tech News
πŸ’₯ EU slaps Google with €2.95B fine πŸ’₯

Brussels claims Google abused dominance in ad-tech, giving unfair preference to its own platforms (AdX & DFP) over rivals πŸš«πŸ“Š

Google allegedly made sure publishers and advertisers had to go through Google’s marketplace to get the best deals - squeezing out competition.

βš–οΈ This is one of the biggest antitrust penalties in EU history πŸ’Ά

@tech_news_bds
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Data Visualization

⏰ 4 Hours
πŸƒβ€β™‚ Self-paced
InstructorπŸ‘¨β€πŸ«: Alexis Cook

πŸ”— Course Link

#datavisualization #kagglecourse
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Business Analytics with Excel

⏰ 4 Hours
πŸƒβ€β™‚ Self-paced
πŸ”– Certificate upon Completion

πŸ”— Course Link

#excel  #businessanalytics
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Understanding the World Through Data

πŸƒβ€β™‚οΈ Instructor-paced
⏰ 8 weeks - 3-6 hours per week
InstructorsπŸ‘¨β€πŸ«: Aleksander Madry and Ana Bell

πŸ”— Course Link

#datascience #machinelearning
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Hello friends,

πŸš€ I’ll be at Shift Conference in Zadar, Croatia πŸ‡­πŸ‡· from 14–16 September.

That means after Prague (πŸ‡¨πŸ‡Ώ), Malaga (πŸ‡ͺπŸ‡Έ) and Lisbon (πŸ‡΅πŸ‡Ή) we’ve got another spot this year to hang out and connect. πŸŽ‰

If you’re there, make sure to drop by and say hi! πŸ‘‹
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Retrieve Data Using SQL

🎬 Video Series
⏰ 20 Hours
πŸƒβ€β™‚ Self-paced
InstructorπŸ‘¨β€πŸ«: Kurt Schuepfer

πŸ”—Course Link

#sql #databases
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YouTube Data Analysis | End To End Data Engineering Project

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

⏰ Duration : 50 Min
Instructor πŸ‘¨β€πŸ«:  Darshil Parmar

πŸ”— Course Link


#Data_engineering #data_analysis  #python
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Forwarded from Data science/ML/AI
πŸ“Š Infographic Elements That Every Data Person Should Master πŸš€

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

Here’s your quick visual toolkit πŸ‘‡

πŸ”Ή Timelines

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

πŸ”Ή Circular Charts

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

πŸ”Ή Creative Comparisons

* Bubble 🫧 & Area πŸ”΅ for impact by size
* Dot Matrix πŸ”΄ for colorful distributions
* Pictogram πŸ‘₯ when storytelling matters most

πŸ”Ή Classic Must-Haves

* Bar πŸ“Š & Histogram πŸ“ (clear, reliable)
* Line πŸ“ˆ for trends
* Area 🌊 & Stacked Area for the β€œbig picture”

πŸ”Ή Advanced Tricks

* Stacked Bar πŸ— when categories add up
* Span πŸ“ for ranges
* Arc 🌈 for relationships

πŸ’‘ Pro tip from experience:
If your audience doesn’t β€œget it” in 3 seconds, change the chart. The best visualizations speak louder than numbers
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Practical Math For Developers

🎬 Free Video Series
⏰ Duration : 1 Hour & 5 Min
Instructor πŸ‘¨β€πŸ«:  Ryan Gonyon

πŸ”— Course Link


#Math #Developers
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Data Warehouses explained the easy way πŸ“¦πŸ“Š

Show some ❀️ if you’d like me to create more custom PDFs like this! πŸ‘‡πŸ‘‡πŸ‘‡
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2025/10/23 16:27:59
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