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Codehub
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📈 Analytical overview of Telegram channel Codehub
Channel Codehub (@pythonadvisorai) in the English language segment is an active participant. Currently, the community unites 33 729 subscribers, ranking 4 080 in the Technologies & Applications category and 1 011 in the Malaysia region.
📊 Audience metrics and dynamics
Since its creation on невідомо, the project has demonstrated rapid growth, gathering an audience of 33 729 subscribers.
According to the latest data from 08 June, 2026, the channel demonstrates stable activity. Although there has been a change in the number of participants by -502 over the last 30 days and by -18 over the last 24 hours, overall reach remains high.
- Verification status: Not verified
- Engagement rate (ER): The average audience engagement rate is 6.53%. Within the first 24 hours after publication, content typically collects 1.49% reactions from the total number of subscribers.
- Post reach: On average, each post receives 2 203 views. Within the first day, a publication typically gains 501 views.
- Reactions and interaction: The audience actively supports content: the average number of reactions per post is 3.
📝 Description and content policy
The author describes the resource as a platform for expressing subjective opinions:
“Free Programming resources.”
Thanks to the high frequency of updates (latest data received on 09 June, 2026), the channel maintains relevance and a high level of publication reach. Analytics show that the audience actively interacts with content, making it an important point of influence in the Technologies & Applications category.
33 729
Subscribers
-1824 hours
-1507 days
-50230 days
Posts Archive
33 729
📥good resoource
Need to brush up on Linux? Try
https://linuxjourney.com
Want help understanding a Linux command?
https://explainshell.com
Interested to explore coding? Check out https://www.codecademy.com
Want to review the basics of different types of attacks? Here’s some lessons for you
https://www.hacksplaining.com/exercises
How would you like to learn more about Metasploit and help out a great charity? Go here to find out
https://www.offensive-security.com/metasploit-unleashed
Need some more information on Windows Event Logs
https://www.ultimatewindowssecurity.com/securitylog/default.aspx
How about some free PowerShell video training direct from Microsoft?
https://mva.microsoft.com/en-US/training-courses/getting-started-with-microsoft-powershell-8276
,
https://mva.microsoft.com/en-US/training-courses/whats-new-in-powershell-v5-16434
For great sample policies and procedures, look here:
https://www.incidentresponse.com/resources/policies-plans
Looking for great video training in digital forensics? Check out
https://www.youtube.com/13cubed
👇🏻✌🏼
Free Digital Forensics and Incident Response Tools:
https://sumuri.com/software/paladin/
https://digital-forensics.sans.org/community/downloads
https://securityonion.net
https://docs.microsoft.com/en-us/sysinternals/downloads/
https://digital-forensics.sans.org/community/downloads
Capture the Flag and Other Challenges
Like capture the flag and similarly challenging games? You must check these out:
https://holidayhackchallenge.com/past-challenges
https://overthewire.org/wargames
https://www.vulnhub.com
https://www.azcwr.org
http://captf.com/practice-ctf
https://kali.training
Blue team more your things? Check out these challenges to hone your skills https://www.amanhardikar.com/mindmaps/ForensicChallenges.html
Pentesting
Want to learn more about web application pentesting? Check out https://www.owasp.org (a good overview of their projects is here https://www.owasp.org/images/0/01/Owasp_Dev_Guide.pdf) and also explore https://pentesterlab.com
https://www.hackthebox.eu
Need some good wordlists for password cracking? Try:
https://wiki.skullsecurity.org/passwords
https://crackstation.net/buy-crackstation-wordlist-password-cracking-dictionary.htm
Other
And here’s some other sites with great information for continuing your journey into penetration testing and incident response:
https://pen-testing.sans.org/blog
https://digital-forensics.sans.org/blog
https://cyber-defense.sans.org/blog
https://securityweekly.com
http://opensecuritytraining.info/Training.html
http://blog.commandlinekungfu.com/
http://unctad.org/en/pages/dtl/sti_and_icts/ict4d-legislation/ecom-global-legislation.aspx
https://www.unodc.org/cld/v3/cybrepo/legdb/index.html?lng=en
https://www.iana.org/domains/root/db
https://www.whois.com/whois
https://www.iana.org/whois
https://www.forwarddefense.com/en/article/references-pdf
https://mva.microsoft.com/en-us/training-courses/deep-dive-into-credential-guard-16651?l=cfGBPlIyC_9404300474
https://blogs.technet.microsoft.com/ash/2016/03/02/windows-10-device-guard-and-credential-guard-demystified
https://www.slideshare.net/erikvanbuggenhout/windows-10-credentialguard-vs-mimikatz-sec599
https://www.sans.org/webcasts/purple-team-updates-sec599-107810
https://www.sans.org/webcasts/kolide-osquery-build-solid-queries-packs-incident-detection-threat-hunting-108790
https://www.youtube.com/user/davisrichardg
https://tisiphone.net/2015/08/18/giac-testing
33 729
Friendly web development tutorials for complete beginner HTML CSS
internetingishard.com
33 729
Python Programming Course in Hindi (Advanced) 🔥
Download notes here :- https://drive.google.com/file/d/1dghcM0yMkwpAHsdTBbc9gluyXAyFTQw3/view
33 729
Python Programming Course in Hindi (Advanced)
Download notes here :- https://drive.google.com/file/d/1dghcM0yMkwpAHsdTBbc9gluyXAyFTQw3/view
33 729
SOME USEFUL WEBSITES ONLINE EDUCATIONAL SUPPORT
www.khanacademy.org
www.academicearths.org
www.coursera.com
www.edx.org
www.open2study.com
www.academicjournals.org
codeacademy.org
youtube.com/education
BOOK SITES
www.bookboon.com
http://ebookee.org
http://sharebookfree.com
http://m.freebooks.com
www.obooko.com
www.manybooks.net
www.epubbud.com
www.bookyards.com
www.getfreeebooks.com
http://freecomputerbooks.com
www.essays.se
www.sparknotes.com
www.pink.monkey.com
ANSWERS TO QUESTIONS
www.ehow.com
www.whatis.com
www.howstuffwork.com
www.webopedia.com
www.plagtracker.com
www.answers.com
SEARCH SITES
■ About.com (www.about.com)
■ AllTheWeb (www.alltheweb.com)
■ AltaVista (www.altavista.com)
■ Ask Jeeves! (www.askjeeves.com)
■ Excite (www.excite.com)
■ HotBot (www.hotbot.com)
■ LookSmart (www.looksmart.com)
■ Lycos (www.lycos.com)
■ Open Directory (www.dmoz.org)
■ Google (www.google.com)
■ Mamma (www.mamma.com)
■ Webcrawler (www.webcrawler.com)
■ Aol (www.aol.com)
■ Dogpile (www.dogpile.com)
■ 10pht (www.10pht.com)
SEARCHING FOR PEOPLE
■ AnyWho (www.anywho.com)
■ InfoSpace (www.infospace.com)
■ Switchboard (www.switchboard.com)
■ WhitePages.com (www.whitepages.com)
■ WhoWhere (www.whowhere.lycos.com)
SEARCHING FOR THE LATEST NEWS
■ ABC News (www.abcnews.com)
■ CBS News (www.cbsnews.com)
■ CNN (www.cnn.com)
■ Fox News (www.foxnews.com)
■ MSNBC (www.msnbc.com)
■ New York Times (www.nytimes.com)
■ USA Today (www.usatoday.com)
SEARCHING FOR SPORTS HEADLINES AND SCORES
■ CBS SportsLine (www.sportsline.com)
■ CNN/Sports Illustrated (sportsillustrated.cnn.com)
■ ESPN.com (espn.go.com)
■ FOXSports (foxsports.lycos.com)
■ NBC Sports (www.nbcsports.com)
■ The Sporting News (www.sportingnews.com)
SEARCHING FOR MEDICAL INFORMATION
■ healthAtoZ.com (www.healthatoz.com)
■ kidsDoctor (www.kidsdoctor.com)
■ MedExplorer (www.medexplorer.com)
■ MedicineNet (www.medicinenet.com)
■ National Library of Medicine
(www.nlm.nih.gov)
■ Planet Wellness (www.planetwellness.com)
■ WebMD Health (my.webmd.com)
33 729
An Introduction for Statistical Learning
I call this book as Bible for applied statistics and machine learning, and I use it as my first go-to resource for any regression problem.
The book covers following topics:
✅Sparse methods for classification and regression
✅Decision trees and Boosting
✅Support vector machines
✅Clustering
Recently 2nd edition is released and topics added to the 2nd edition are:
✅Deep learning
✅Survival analysis
✅Multiple testing
✅Naive Bayes, linear Models
✅Bayesian additive regress trees
✅Matrix completion
This books hard copy is available on Amazon
And PDF version is available for FREE here.
33 729
and - A logical operator
as - To create an alias
assert - For debugging
break - To break out of a loop
class - To define a class
continue - To continue to the next iteration of a loop
def - To define a function
del - To delete an object
elif - Used in conditional statements, same as else if
else - Used in conditional statements
except - Used with exceptions, what to do when an exception occurs
False - Boolean value, result of comparison operations
for - To create a for loop
from - To import specific parts of a module
global - To declare a global variable
if - To make a conditional statement
import - To import a module
in - To check if a value is present in a list, tuple, etc.
is - To test if two variables are equal
lambda - To create an anonymous function
None - Represents a null value
nonlocal - To declare a non-local variable
not - A logical operator
or - A logical operator
pass - A null statement, a statement that will do nothing
raise - To raise an exception
return - To exit a function and return a value
True - Boolean value, result of comparison operations
try - To make a try...except statement
while - To create a while loop
with - Used to simplify exception handling
yield - To end a function, returns a generator
