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Machine Learning with Python

Machine Learning with Python

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Learn Machine Learning with hands-on Python tutorials, real-world code examples, and clear explanations for researchers and developers. Admin: @HusseinSheikho || @Hussein_Sheikho

إظهار المزيد

📈 نظرة تحليلية على قناة تيليجرام Machine Learning with Python

تُعد قناة Machine Learning with Python (@codeprogrammer) في القطاع اللغوي الإنكليزية لاعباً نشطاً. يضم المجتمع حالياً 67 838 مشتركاً، محتلاً المرتبة 2 407 في فئة التعليم والمرتبة 5 078 في منطقة الهند.

📊 مؤشرات الجمهور والحراك

منذ تأسيسه في невідомо، حقق المشروع نمواً سريعاً وجمع 67 838 مشتركاً.

بحسب آخر البيانات بتاريخ 04 يونيو, 2026، تحافظ القناة على نشاط مستقر. خلال آخر 30 يوماً تغيّر عدد الأعضاء بمقدار 75، وفي آخر 24 ساعة بمقدار 11، مع بقاء الوصول العام مرتفعاً.

  • حالة التحقق: غير موثّقة
  • معدل التفاعل (ER): يبلغ متوسط تفاعل الجمهور 2.53‎%. وخلال أول 24 ساعة من النشر يحصد المحتوى عادةً 1.84‎% من ردود الفعل نسبةً إلى إجمالي المشتركين.
  • وصول المنشورات: يحصل كل منشور على متوسط 1 717 مشاهدة. وخلال اليوم الأول يجمع عادةً 1 249 مشاهدة.
  • التفاعلات والاستجابة: يتفاعل الجمهور بانتظام؛ متوسط التفاعلات لكل منشور يبلغ 6.
  • الاهتمامات الموضوعية: يركز المحتوى على مواضيع رئيسية مثل insidead, learning, degree, evaluation, algorithm.

📝 الوصف وسياسة المحتوى

يصف المؤلف القناة بأنها مساحة للتعبير عن الآراء الذاتية:
Learn Machine Learning with hands-on Python tutorials, real-world code examples, and clear explanations for researchers and developers. Admin: @HusseinSheikho || @Hussein_Sheikho

بفضل وتيرة التحديث المرتفعة (أحدث البيانات بتاريخ 05 يونيو, 2026) تحافظ القناة على حداثتها ومستوى وصول مرتفع. وتُظهر التحليلات تفاعلاً نشطاً من الجمهور، ما يجعلها نقطة تأثير مهمة ضمن فئة التعليم.

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Most AI engineers never fully understood the maths behind what they build! 🤯🧮 This is an open, unconventional textbook cove
Most AI engineers never fully understood the maths behind what they build! 🤯🧮 This is an open, unconventional textbook covering maths, CS, and AI from the ground up, written for curious practitioners who want to deeply understand the field, not just survive an interview. 📘✨ Over 7 years of AI/ML experience distilled into intuition-first, no hand-waving explanations that connect the concepts in a way that actually sticks. 🧠🔗 What it covers: - Vectors, linear algebra, calculus, and optimization 📐📉 - Classical machine learning and deep learning 🤖 - Transformer architectures and LLMs 🦄 - Efficient architectures, quantization, and distillation ⚡️ - CUDA, GPU programming, and SIMD 🚀 - AI inference and deployment 🌐 Ships with an MCP server so Claude Code, Cursor, and any MCP-compatible agent can use the compendium as a live knowledge base during development. You only need elementary maths and basic Python to start. 🐍🏗 Repo: https://github.com/HenryNdubuaku/maths-cs-ai-compendium 🔗

🧮 $40/day × 30 days = $1,200/month. That's what my students average. From their phone. In 10 minutes a day. No degree needed
🧮 $40/day × 30 days = $1,200/month. That's what my students average. From their phone. In 10 minutes a day. No degree needed. No investment knowledge required. Just Copy & Paste my moves. I'm Tania, and this is real. 👉 Join for Free, Click here #ad 📢 InsideAd

Your 1:3 RR keeps failing for 7 days? 📊 ElitePIP “Entry Filters”: 3 checks before you click. Get it: Join Filters #ad 📢 Ins
Your 1:3 RR keeps failing for 7 days? 📊 ElitePIP “Entry Filters”: 3 checks before you click. Get it: Join Filters #ad 📢 InsideAd

🔖 A huge repository of resources on Data Science 📈 Awesome DataScience — a structured list of open-source data, datasets, l
🔖 A huge repository of resources on Data Science 📈 Awesome DataScience — a structured list of open-source data, datasets, libraries, and tutorials for solving real-world problems. 🛠️ It's useful for both beginners and those already familiar with the field — you'll find something new here. 🌱 ⛓️ Link to GitHub: https://github.com/academic/awesome-datascience 🔗 tags: #DataScientist 🤖 #AI 🧠 #TechCommunity 🌐 #GrowthMindset 📈 #OpenSource 🏆 ▶️ https://t.me/CodeProgrammer 👨‍💻

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💡 Level Up Your IT Career in 2026 – For FREE Areas covered: #Python #AI #Cisco #PMP #Fortinet #AWS #Azure #Excel #CompTIA #I
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Here are the 25 ML feature engineering techniques
Here are the 25 ML feature engineering techniques

🧮 $40/day × 30 days = $1,200/month. That's what my students average. From their phone. In 10 minutes a day. No degree needed
🧮 $40/day × 30 days = $1,200/month. That's what my students average. From their phone. In 10 minutes a day. No degree needed. No investment knowledge required. Just Copy & Paste my moves. I'm Tania, and this is real. 👉 Join for Free, Click here #ad 📢 InsideAd

Leaked 7‑minute pre‑trade checklist: I stole this after watching 12 losing trades in a row… and it flipped my next 3 sessions
Leaked 7‑minute pre‑trade checklist: I stole this after watching 12 losing trades in a row… and it flipped my next 3 sessions. 1) mark the 2 liquidity levels first, 2) wait for the 15m sweep, 3) confirm 1 candle shift, 4) set 1R auto‑rule, 5) log the screenshot before entry. Want the template? Join Checklist #ad 📢 InsideAd

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Register for the FREE Python Demo Session! 📅 Date: 30 April 2026 ⏰ Time: 7:30 PM 🔗 Zoom Link: https://us06web.zoom.us/meeti
Register for the FREE Python Demo Session! 📅 Date: 30 April 2026 ⏰ Time: 7:30 PM 🔗 Zoom Link: https://us06web.zoom.us/meeting/register/HSOTmzzpTkGIGm9C9oGbaA Everyone is welcome!

In the last 14 days, 63% of retail trades were stopped out… but not because the market “hates” you - it’s the plan that’s mis
In the last 14 days, 63% of retail trades were stopped out… but not because the market “hates” you - it’s the plan that’s missing. 𝗘𝗟𝗜𝗧𝗘𝗣𝗜𝗣 𝗘𝗠𝗣𝗜𝗥𝗘 helps you trade calmer with daily setups, clear levels, and 1-on-1 support when you feel stuck. Less panic. More structure. Request access here: Join #ad 📢 InsideAd

I watched 3 traders blow accounts in 7 days… for the same 1 mistake. Here’s the fix. Leaked Checklist (ELITEPIP EMPIRE): - Sp
I watched 3 traders blow accounts in 7 days… for the same 1 mistake. Here’s the fix. Leaked Checklist (ELITEPIP EMPIRE): - Spot the 2 news traps that fake out “easy” entries - Use the 3-step setup filter to skip low-quality signals - Lock risk with a 1-minute position plan - Read market bias in under 5 minutes Join & level up | Get access #ad 📢 InsideAd

🧮 $40/day × 30 days = $1,200/month. That's what my students average. From their phone. In 10 minutes a day. No degree needed
🧮 $40/day × 30 days = $1,200/month. That's what my students average. From their phone. In 10 minutes a day. No degree needed. No investment knowledge required. Just Copy & Paste my moves. I'm Tania, and this is real. 👉 Join for Free, Click here #ad 📢 InsideAd

Listen-after watching 37 “perfect” signal channels, the real money leak wasn’t entries… it was where people place the stop (y
Listen-after watching 37 “perfect” signal channels, the real money leak wasn’t entries… it was where people place the stop (yep, that one tiny line). 𝗘𝗟𝗜𝗧𝗘𝗣𝗜𝗣 𝗘𝗠𝗣𝗜𝗥𝗘 ️️📊 shows daily setups + why they work so you stop guessing. Private access here: Request to join #ad 📢 InsideAd

🧮 $40/day × 30 days = $1,200/month. That's what my students average. From their phone. In 10 minutes a day. No degree needed
🧮 $40/day × 30 days = $1,200/month. That's what my students average. From their phone. In 10 minutes a day. No degree needed. No investment knowledge required. Just Copy & Paste my moves. I'm Tania, and this is real. 👉 Join for Free, Click here #ad 📢 InsideAd

Here’s the $100 mistake most traders make in the first 7 minutes of London open. It’s not “bad signals” - it’s chasing the fi
Here’s the $100 mistake most traders make in the first 7 minutes of London open. It’s not “bad signals” - it’s chasing the first candle while spreads + fakeouts spike. We break the blind spot with daily setups, market context, and mentoring inside 𝗘𝗟𝗜𝗧𝗘𝗣𝗜𝗣 𝗘𝗠𝗣𝗜𝗥𝗘. Move faster than the market. Join #ad 📢 InsideAd

🧮 $40/day × 30 days = $1,200/month. That's what my students average. From their phone. In 10 minutes a day. No degree needed
🧮 $40/day × 30 days = $1,200/month. That's what my students average. From their phone. In 10 minutes a day. No degree needed. No investment knowledge required. Just Copy & Paste my moves. I'm Tania, and this is real. 👉 Join for Free, Click here #ad 📢 InsideAd