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Junior vs Senior: A python program that removes duplicate elements from a list while keeping the original order. #python #learnpython #programming #datascience #pythonprogramming
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ML interviews aren't about memorizing algorithms – they're about mastering the fundamentals. If you know these 8 ML concepts, you're already ahead of most candidates. #machinelearning #datasciencein
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This how How Machine Learning Model works #machinelearning #mlengineer #python #ai
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Junior vs Senior: A python program that converts a string into a tuple of characters. #python #coding #datascience #learnpython #pythonprogramming
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This post covers the ESSENTIAL commands, but Docker is a huge ecosystem and you still need deeper study & real practice to truly master it. Think of this as a road map not a full course. #docker #li
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Junior vs Senior: A python program that sorts a tuple of a numbers in ascending order. #coding #python #learnpython #datascience #pythonprogramming
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Python : Junior vs Senior (list comprehension) #python #coding #computerscience #learnpython #datascience
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Cross-Validation — Machine Learning ✅️ #machinelearning #python #datascience #aistudent
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Feature Engineering Explained — The real ML Skill #machinelearning #datascience #mlforbeginners #mlengineer #learnpython
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Underfit = too simple, Overfit = too crazy, Good fit = just right #machinelearning #datascience #techtips #learnmachinelearning #mlforbeginners
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One tree is good... a forest is smarter 🌲 Random Forest — Classification Part 5 🌲✅️ #machinelearning #mlforbeginners #datascience #dataanalytics #python
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Decision Trees Explained — Classification Part 4✅️ . Comment "Entropy ✨️" if you know how to dive into the calculate it. Comment "Gini 💫" if you want a practical calculation example. . #machinelearni
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About @ibrahimmanarbkh

Ibrahim Manar is a Instagram nano influencer in the Education category. With 8.1K followers and 12 posts, ibrahimmanarbkh's account shows a follower-to-following ratio of 98.6:1. View all content anonymously on Pictame - no login required.

ibrahimmanarbkh's engagement rate sits at 26.56%. That's 431% above what you'd typically see for accounts with 1K-10K followers (average 5%) — a sign of a genuinely connected audience.

Out of the last 12 posts, 33% are videos and 67% are photos. Notably, videos tend to get 18.9x more engagement than photos. Content shows up about every 9 days. Captions lean moderate, averaging 161 characters.

26.56% engagement rate — 431% above average for 1K-10K follower accounts.
33% videos, 67% photos. Videos get 18.9x more engagement here.
Posts about every 9 days.
98.6:1 follower-to-following ratio.

FAQs About @ibrahimmanarbkh

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Popular Countries

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ibrahimmanarbkh
View Full Analytics

@ibrahimmanarbkh

Ibrahim Manar

PublicEducation
Posts
12
Followers
8.1K
Top Hashtags
#datascience#python#machinelearning#learnpython#mlforbeginners#pythonprogramming#coding#programming

Explore the most impactful hashtags used in recent posts. These tags highlight the core interests and trending topics that define this profile's digital influence and content strategy.

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Following
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Avg. Comments
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Engagement
26.55%

AI Student 💻

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