Alright, future engineers!

**Z-score:** Measures how many standard deviations a data point is from the mean. Formula: `Z = (X - mu) / sigma`. Pro-Tip: Use it to standardize diverse datasets for fair comparison, crucial for understanding relative position!

#Stats #DataAnalysis #STEM #StudyNotes

Season 1 Lesson 12 Part 6 - Your First Steps in Python Big O Powers Explained Why N Squared Not Cubed #pythonprogramming #dataengineer #learncoding #dataanalysis #softwarengineer #jupyternotebook #softwaredeveloper #codingtutorial #pythoncode #python #datascience #machinelearning
Season 1 Lesson 12 Part 5 - Your First Steps in Python Big O Explained Simply Why N Squared Happens #jupyternotebook #softwaredeveloper #pythonprogramming #dataengineer #learncoding #dataanalysis #softwarengineer #codingtutorial #pythoncode #python

Alright, future engineers!

**Standard Deviation (SD):** Measures how spread out data points are from the mean. Ex: Test scores w/ SD=2 are consistent; SD=10 means wide range. Pro-Tip: Smaller SD = more reliable/consistent data, crucial for quality control!

#Stats #DataAnalysis #STEM #StudyNotes

Good CTE, bad CTE

The planner treats CTEs very differently depending on how you write them. Here's what happens under the hood, version by version, through PostgreSQL 18.

boringSQL | Supercharge your SQL & PostgreSQL powers
Oh joy, another riveting breakdown of #ransomware #victimization statistics! ๐Ÿ˜ด Apparently, 7,655 companies got cyberpantsed worldwide in a year, but don't worry, the article uses a scintillating 6 minutes of your life to tell you which cyber-meanies did it. ๐ŸŽ‰ So thrilling you might just prefer ransomware itself to reading it! ๐Ÿ™ƒ
https://ciphercue.com/blog/7655-ransomware-claims-march-2025-to-march-2026 #statistics #cybersecurity #cybercrime #technews #dataanalysis #HackerNews #ngated
7,655 Ransomware Claims From March 2025 to March 2026: Which Groups Are Behind Them

129 groups posted 7,655 ransomware claims over 376 days. Breakdown by group, sector, country, and trend.

Season 1 Lesson 12 Part 4 - Your First Steps in Python Transform and Filter with List Comprehension #codingtutorial #pythoncode #jupyternotebook #softwaredeveloper #pythonprogramming #python #dataengineer #learncoding #dataanalysis #softwarengineer
Seeing like a spreadsheet

How the commercial spreadsheet reshaped America

David Oks

๐ŸŽฏ ๐——๐—œ๐—š๐—œ๐—ง๐—”๐—Ÿ ๐—ฅ๐—œ๐—ฆ๐—ž๐—ฆ, ๐—™๐—œ๐—ก๐——๐—œ๐—ก๐—š ๐— ๐—˜๐—”๐—ก๐—œ๐—ก๐—š ๐—œ๐—ก /๐——๐—˜๐—ฉ/๐—ก๐—จ๐—Ÿ๐—Ÿ - Paul Jung โœจ( @Thanat0s )

๐Ÿ” The dead Internet speaks, and someone is listening ๐Ÿ“ก

A network telescope โ€” a passive monitor of unused IP space โ€” captures the invisible: unsolicited traffic, botnet noise, scanning waves, and misconfigurations that would otherwise vanish. Unused IP addresses are full of secrets, from botnets and scanners to early warnings of new threats. In this talk, Paul shows how monitoring the internetโ€™s โ€œdead zonesโ€ reveals whatโ€™s really happening online.

Paul Jung is a senior security professional with 20+ yearsโ€™ experience in cybersecurity, incident response, and digital forensics. He is a former Senior Security Architect at the European Commission and founded TCS-CERT at Excellium Services (acquired by Thales Group).

๐Ÿ“… Conference Dates: 6โ€“8 May 2026 | 09:00โ€“18:00
๐Ÿ“ 14, Porte de France, Esch-sur-Alzette, Luxembourg
๐ŸŽŸ๏ธ Tickets: https://2026.bsides.lu/tickets/
๐Ÿ“… Schedule: https://pretalx.com/bsidesluxembourg-2026/schedule/

#BSidesLuxembourg #NetworkTelescope #CyberSecurity #OSINT #ThreatIntelligence #DataAnalysis

Season 1 Lesson 12 Part 3 - Your First Steps in Python List Comprehension Compact Syntax #codingtutorial #pythoncode #jupyternotebook #softwaredeveloper #pythonprogramming #python #dataengineer #learncoding #dataanalysis #softwarengineer