Machine Learning with Python
Відкрити в Telegram
Learn Machine Learning with hands-on Python tutorials, real-world code examples, and clear explanations for researchers and developers. Admin: @HusseinSheikho || @Hussein_Sheikho
Показати більше
Сітка:📈 Аналітичний огляд Telegram-каналу Machine Learning with Python
Канал Machine Learning with Python (@codeprogrammer) у мовному сегменті Англійська є активним учасником. На даний момент спільнота об'єднує 68 117 підписників, посідаючи 2 375 місце в категорії Освіта та 4 809 місце у регіоні Індія.
📊 Показники аудиторії та динаміка
З моменту свого створення невідомо, проект продемонстрував стрімке зростання, зібравши аудиторію у 68 117 підписників.
За останніми даними від 26 серпня, 2026, канал демонструє стабільну активність. Хоча за останні 30 днів спостерігається зміна кількості учасників на 120, а за останні 24 години на -14, загальне охоплення залишається високим.
- Статус верифікації: Не верифікований
- Рівень залученості (ER): Середній показник залученості аудиторії становить 4.55%. Протягом перших 24 годин після публікації контент зазвичай збирає 2.02% реакцій від загальної кількості підписників.
- Охоплення публікацій: В середньому кожен допис отримує 3 099 переглядів. Протягом першої доби публікація в середньому набирає 1 378 переглядів.
- Реакції та взаємодія: Аудиторія активно підтримує контент: середня кількість реакцій на один пост – 5.
- Тематичні інтереси: Контент зосереджений навколо ключових тем, таких як insidead, learning, degree, evaluation, algorithm.
📝 Опис та контентна політика
Автор описує ресурс як майданчик для висловлення суб'єктивної думки:
“Learn Machine Learning with hands-on Python tutorials, real-world code examples, and clear explanations for researchers and developers.
Admin: @HusseinSheikho || @Hussein_Sheikho”
Завдяки високій частоті оновлень (останні дані отримано 27 серпня, 2026), канал підтримує актуальність та високий рівень охоплення публікацій. Аналітика показує, що аудиторія активно взаємодіє з контентом, що робить його важливою точкою впливу в категорії Освіта.
68 117
Підписники
-1424 години
-667 днів
+12030 день
Архів дописів
AI is moving fast. Accountability is not.
That is why we built the open source core of Forkit Dev.
Forkit Dev introduces Model Passports and Agent Passports so AI systems can be tracked, verified, and understood across their lifecycle.
Open source repo:
https://github.com/arpitasarker01/Forkit_Dev
If you care about trustworthy AI, open source infrastructure, model lineage, or compliance ready deployment, check it out and share your thoughts.
Do you know that Python can shift sequences without slicing and creating new lists? 🤔
When you need to cyclically shift data, many use slicing:
data = data[-1:] + data[:-1]deque.rotate() does this at the level of the data structure and usually works more efficiently for cyclical operations. 🚀
q.rotate(1)A negative value rotates the queue in the other direction. ⬅️
q.rotate(-2)This is useful for ring buffers, task schedulers, cyclical queues, and round-robin algorithms. 🔄
workers.rotate(-1)🔥
deque.rotate() allows you to implement cyclical data structures without manual index logic and without creating new lists. 💡
👉 Python Ready | #tip
#Python #Programming #Deque #CodingTips #Tech #DevCommunityDo you know that Python can shift sequences without slicing and creating new lists?
When you need to cyclically shift data, many use slicing:
data = data[-1:] + data[:-1] does this at the level of the data structure and usually works more efficiently for cyclical operations.
``python
q.rotate(1)
A negative value rotates the queue in the other direction.python q.rotate(-2)
This is useful for ring buffers, task schedulers, cyclical queues, and round-robin algorithms.python workers.rotate(-1)
`
🔥 `deque.rotate()` allows you to implement cyclical data structures without manual index logic and without creating new lists.
#Python #deque #rotate #Programming #Coding #DevTipsRepost from Machine Learning
👣 Rust Interview Deep Dive 🦀🔍
A repository for systematic preparation for Rust interviews at the middle, senior, and staff levels. 💼📚
Inside 100 real questions from interviews in product and infrastructure companies, detailed analyses with code examples and scenarios of tasks that occur in production. 💻🏗️ Not "guess the program's output", but the mechanics on which real services are built. 🛠️🚀
Here are lock-free structures, self-referential types in async, FFI with tensor libraries, correct Send on guards via await, memory ordering under loom, soundness of custom collections. 🔒⚡ And it all starts with the basics. Ownership, borrowing, lifetimes. 🧱🔄 Those who want can start from scratch or at the staff level. 🚶♂️👨💻
https://github.com/Develp10/rustinterviewquiestions 🔗
#Rust #Programming #InterviewPrep #SoftwareEngineering #SystemsProgramming #CareerGrowth
Stop. Jump into PrimeFX Gold signals
Ok listen bro… I spent weeks bouncing between “VIP” groups so you don’t have to 😅🍻 Most were pure fluff. Then I found PrimeFX inside this zero-fluff XAU/USD feed and it’s just clean entries + 1SL/1TP vibes 🎯🧠
- Real-time Gold calls (no essays) ⚡
- Clear SL/TP so you can copy/paste 🧾
- Wins get managed: partials + breakeven talk 💰🛡️
- Feels like actual trading, not hype 🚀
If you trade XAU/USD, grab the daily pip drops and thank me later 😄🔥
👉 Lock in the next Gold setup
#ad 📢 InsideAd
Repost from Learn Python Coding
Cheat sheet on the basics of Python: 🐍📚
basic syntax and language rules 📝
scalar types — basic data types (int, float, bool, str, NoneType) 🔢
datetime — working with date and time 📅⏰
data structures — Python data structures (list, tuple, dict, set) 🗄
list — mutable lists for storing data collections 📋
tuple — immutable sequences of values 🔒
dict (hash map) — storing data in a key-value format 🗝
set — unique elements without order 🔘
slicing — obtaining parts of sequences through indices and step ✂️
module/library — connecting modules and libraries 🔌
help functions — using help() and dir() to explore the Python API 🛠
#Python #Coding #DataScience #Programming #Tech #DevCommunity
Did you know… Ongoing Anime 2026 is your ultimate destination for the freshest anime episodes? 🎉✨
One day, I stumbled upon a captivating series called Haibara’s Teenage New Game+, and it reminded me why I fell in love with anime in the first place. From thrilling plot twists to heartwarming moments, it’s been a roller coaster! 🎢 Dive deeper into fascinating stories like Monster Eater and The Warrior Princess and the Barbaric King.
Here’s why you should join us:
- 🎬 New episodes every week!
- 🌟 Diverse genres to satisfy every taste.
- 🎧 Enjoy high-quality audio with English subtitles.
Don’t miss out on the fun! Join the anime community and start your adventure today! 👉 Join Now
#ad 📢 InsideAd
Stop. Jump into PrimeFX Gold signals
Ok listen bro… I spent weeks bouncing between “VIP” groups so you don’t have to 😅🍻 Most were pure fluff. Then I found PrimeFX inside this zero-fluff XAU/USD feed and it’s just clean entries + 1SL/1TP vibes 🎯🧠
- Real-time Gold calls (no essays) ⚡
- Clear SL/TP so you can copy/paste 🧾
- Wins get managed: partials + breakeven talk 💰🛡️
- Feels like actual trading, not hype 🚀
If you trade XAU/USD, grab the daily pip drops and thank me later 😄🔥
👉 Lock in the next Gold setup
#ad 📢 InsideAd
🎰 SPIN TO WIN 5 BTC! 🚀
BC.GAME
Unlock Millions Prize! Tap to Spin, play, and win 5 BTC 👉 Claim your chance now!
Ad. 18+
reader3 📚✨
When you want to connect an AI like Gemini to help you analyze books or content, copying text from a reader usually becomes a hassle. 😩💻
Especially if you want to discuss a book by chapters. Highlighting text manually and copying it disrupts the flow and feels like a waste of time. ⏳🚫
Yesterday, Andrzej Karpati, a well-known AI expert, released a new project to the public: reader3, which solves this problem very neatly. 🎉🛠️ It's a lightweight EPUB reader that allows you to read a book together with AI. 🤖📖
Its interface is as minimalist as possible: only the necessary reading and navigation functions. 📉🧭 You can also manage your library through folders. 📁✨
The key feature is that it breaks an EPUB into chapters and displays the content one chapter at a time. 🔓📄
This makes it easy to copy the needed part of the book and pass it to a large model for analysis or discussion. 📋🔄 It significantly improves the reading experience when paired with AI. 🚀🧠
And it's very easy to get started - just run two commands via uv. ⚡🛠️ As a result, it's an excellent tool for those who love reading and want to use AI as a companion for text analysis. 📚🤝🤖
📁 Language: #Python 61.0%
⭐️ Stars: 1.5k
➡️ Link to GitHub https://github.com/karpathy/reader3
#AI #Python #Reader3 #Tech #BookLovers #Github
https://t.me/CodeProgrammer ✅
Repost from Machine Learning with Python
🙏💸 500$ FOR THE FIRST 500 WHO JOIN THE CHANNEL! 🙏💸
Join our channel today for free! Tomorrow it will cost 500$!
https://t.me/+-WZeIeP8YI8wM2E6
You can join at this link! 👆👇
https://t.me/+-WZeIeP8YI8wM2E6
Did you know that over 80% of players miss out on big bonuses simply because they don’t act quickly? 🌟 Don’t let this be you! Get the Ultimate Gaming Boost right now and elevate your chances to win! 🎉
Here’s what you could be missing out on:
- 💰 Up to 120% BONUS on your first deposit.
- 🚀 Tailored offers that suit your gaming style.
- 🎯 Exclusive promotions just for you.
- 📈 Increased stakes lead to higher victories.
Don’t stay in the shadows while others rake in rewards! Join our community and unlock your potential within the game. Everyone deserves a chance to win big! 🌿✨
Take action today and watch your winnings grow! 👉 Claim your bonus now!
#ad 📢 InsideAd
LINK DELETED IN 5 MINUTES !
⚡Click HERE and join now to earn 40$ per day ⚡
#ad 📢 InsideAd
🚀 Demystifying Activation Functions! 🧠✨
Ever wondered why activation functions are so critical in neural networks? 🤔🤖
They’re the secret sauce that allows models to capture complex, nonlinear relationships! 🔥📈
Do you want to learn how to implement an artificial neural network from scratch in Python using NumPy? 🐍📊
Learn more in super-detailed guide: https://lnkd.in/e4CydTtB 🔗📚
#NeuralNetworks #DeepLearning #ActivationFunctions #Python #NumPy #AI
🙏💸 500$ FOR THE FIRST 500 WHO JOIN THE CHANNEL! 🙏💸
Join our channel today for free! Tomorrow it will cost 500$!
https://t.me/+-WZeIeP8YI8wM2E6
You can join at this link! 👆👇
https://t.me/+-WZeIeP8YI8wM2E6
🥇 FREE VIP SPORTS PICKS
Royal Sports VIP
Daily sports predictions VIP insights and exclusive bonuses for members Join now👇
Ad. 18+
Most people don’t fail because they lack ambition 🎯
They fail because their time and energy leak into distractions before they ever reach the goal 🕰💔
This visual explains it perfectly: 📊
Time + Energy are only useful when filtered through discipline 🧠🛡
Without discipline, distractions absorb everything: 🌊
• endless notifications 📱
• reactive meetings 🤝
• poor sleep 😴
• stress-driven habits 🤯
• multitasking disguised as productivity 🔄
And in high-performance environments, this becomes a leadership issue, not just a personal one 🏢📉
I see this often in corporate wellness workshops and executive coaching sessions. 🗣
Leaders want better focus, resilience, and performance ⚡️
But the real challenge is not motivation 🚫🔥
It’s protecting their cognitive energy daily 🧠🔒
Discipline is not punishment ⛔️
It’s a system that helps you direct your energy intentionally 🎯
Sometimes that means: ✔️
✔️ starting the day without your phone 📵
✔️ eating to stabilize energy and focus 🥗
✔️ creating recovery moments between meetings ⏸️
✔️ reducing unnecessary inputs 📉
✔️ building routines that lower decision fatigue 🧘
Because peak performance is rarely about doing more 🏃
It’s about allowing less distraction to consume what matters most 🎯✨
Your goals are not only built by effort 💪
They are built by what you consistently refuse to give your energy to 🚫🕸
And if you’re ready to start, I created something simple for you: 🚀
My 7 Days to Peak Performance email series 📧
designed to help you improve your energy, focus, and productivity with practical daily strategies you can actually stick to. 📅✅
You can join here: 🔗
https://lnkd.in/eA3h9wb8
#PeakPerformance #ProductivityHacks #FocusMastery #Discipline #ExecutiveCoaching #MindsetShift
Everyone thinks trading is all about luck… but the truth is, it’s a precise science backed by strategy! 📈 Did you know that 85% of traders fail because they lack a robust plan?
Unlock Your Trading Potential with our step-by-step roadmap to success:
- 📊 Identify high-potential pairs with our live signals
- ⏳ Execute trades in real-time alongside seasoned pros
- 💰 Maximize profits with our exclusive market insights
- 🚀 Access unprecedented resources available ONLY to VIP members
Continuous education and strategic execution are the keys to thriving. Don’t let another day pass you by! Start your journey now and join a community that supports your growth.
👉 Join the trading revolution
#ad 📢 InsideAd
🔥 I send Gold alerts. You copy.
No experience.
No complex charts.
10 minutes/day from your phone.
Join Tania’s Free Academy 👇
#ad 📢 InsideAd
Stop. I found “BTTS NO” picks that aren’t hype
Recently I stayed up watching a “sure goal” match… and it ended 0–0 😅⚽ That’s when I quit noisy tipsters and started tracking tight defences & low xG myself 📉🧤
Then I landed inside WinEveryDay’s BTTS-NO feed - straight to the point, no fluff, just match spots and logic ✅🧠
I spent weeks filtering stats so you don’t have to 💸🎯
👉 Join the safest BTTS-NO mindset
#ad 📢 InsideAd
