ch
Feedback
Machine Learning with Python

Machine Learning with Python

前往频道在 Telegram

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

显示更多

📈 Telegram 频道 Machine Learning with Python 的分析概览

频道 Machine Learning with Python (@codeprogrammer) 英语 语言赛道中的 是活跃参与者。目前社区聚集了 67 809 名订阅者,在 教育 类别中位列第 2 416,并在 印度 地区排名第 5 038

📊 受众指标与增长动态

невідомо 创建以来,项目保持高速增长,吸引了 67 809 名订阅者。

根据 09 六月, 2026 的最新数据,频道保持稳定运转。过去 30 天订阅人数变化为 70,过去 24 小时变化为 10,整体触达仍然可观。

  • 认证状态: 未认证
  • 互动率 (ER): 平均受众互动率为 2.94%。内容发布后 24 小时内通常能获得 2.44% 的反应,占订阅者总量。
  • 帖子覆盖: 每篇帖子平均可获得 1 997 次浏览,首日通常累积 1 652 次浏览。
  • 互动与反馈: 受众积极参与,单帖平均反应数为 7
  • 主题关注点: 内容集中在 insidead, learning, degree, evaluation, algorithm 等核心主题上。

📝 描述与内容策略

作者将该频道定位为表达主观观点的平台:
Learn Machine Learning with hands-on Python tutorials, real-world code examples, and clear explanations for researchers and developers. Admin: @HusseinSheikho || @Hussein_Sheikho

凭借高频更新(最新数据采集于 10 六月, 2026),频道始终保持新鲜度与高覆盖。分析显示受众积极互动,使其成为 教育 类别中的关键影响点。

67 809
订阅者
+1024 小时
+127
+7030
帖子存档
Repost from Machine Learning
Looking for a $10k–$15k/month remote job? Top international startups post new offers DAILY. Land high-paying roles in tech, m
Looking for a $10k–$15k/month remote job? Top international startups post new offers DAILY. Land high-paying roles in tech, marketing, design & more — most never seen elsewhere. Want early access before everyone else? Get today’s exclusive jobs list — new positions every morning! Don’t miss your next career breakthrough. Join now! #إعلان InsideAds

Repost from AI & ML Papers
Tired of endless job boards and low offers? Unlock access to exclusive remote jobs from top startups—some with salaries $100k
Tired of endless job boards and low offers? Unlock access to exclusive remote jobs from top startups—some with salaries $100k+ and early-bird roles at $50/h and above. New high-paying openings posted daily—tech, marketing, design, and more. Ready to upgrade your career from anywhere? Check today’s top jobs now before they’re gone! #إعلان InsideAds

Tired of endless job hunting? Unlock high-paying remote jobs from top startups – fresh roles posted daily. Want early access
Tired of endless job hunting? Unlock high-paying remote jobs from top startups – fresh roles posted daily. Want early access to exclusive $50+/h positions you won’t find on LinkedIn? Get ahead now — the best offers go fast! See today’s hottest openings before everyone else. #إعلان InsideAds

Tired of endless job hunting? Unlock high-paying remote jobs from top startups – fresh roles posted daily. Want early access
Tired of endless job hunting? Unlock high-paying remote jobs from top startups – fresh roles posted daily. Want early access to exclusive $50+/h positions you won’t find on LinkedIn? Get ahead now — the best offers go fast! See today’s hottest openings before everyone else. #إعلان InsideAds

Tired of endless job hunting? Unlock high-paying remote jobs from top startups – fresh roles posted daily. Want early access
Tired of endless job hunting? Unlock high-paying remote jobs from top startups – fresh roles posted daily. Want early access to exclusive $50+/h positions you won’t find on LinkedIn? Get ahead now — the best offers go fast! See today’s hottest openings before everyone else. #إعلان InsideAds

t.me/PythonArab arab group about python and ML

This channels is for Programmers, Coders, Software Engineers. 0️⃣ Python 1️⃣ Data Science 2️⃣ Machine Learning 3️⃣ Data Visua
This channels is for Programmers, Coders, Software Engineers. 0️⃣ Python 1️⃣ Data Science 2️⃣ Machine Learning 3️⃣ Data Visualization 4️⃣ Artificial Intelligence 5️⃣ Data Analysis 6️⃣ Statistics 7️⃣ Deep Learning 8️⃣ programming Languages ✅ https://t.me/addlist/8_rRW2scgfRhOTc0https://t.me/Codeprogrammer

NUMPY FOR DS.pdf4.50 MB

😉 A list of the best YouTube videos To learn data science 1️⃣ SQL language ⬅️ Learning 💰 4-hour SQL course from zero to one hundred 💰 Window functions tutorial ⬅️ Projects 📎 Starting your first SQL project 💰 Data cleansing project 💰 Restaurant order analysis ⬅️ Interview 💰 How to crack the SQL interview? ➖➖➖ 2️⃣ Python ⬅️ Learning 💰 12-hour Python for Data Science course ⬅️ Projects 💰 Python project for beginners 💰 Analyzing Corona Data with Python ⬅️ Interview 💰 Python interview golden tricks 💰 Python Interview Questions ➖➖➖ 3️⃣ Statistics and machine learning ⬅️ Learning 💰 7-hour course in applied statistics 💰 Machine Learning Training Playlist ⬅️ Projects 💰 Practical ML Project ⬅️ Interview 💰 ML Interview Questions and Answers 💰 How to pass a statistics interview? ➖➖➖ 4️⃣ Product and business case studies ⬅️ Learning 💰 Building strong product understanding 💰 Product Metric Definition ⬅️ Interview 💰 Case Study Analysis Framework 💰 How to shine in a business interview?
#DataScience #SQL #Python #MachineLearning #Statistics #BusinessAnalytics #ProductCaseStudies #DataScienceProjects #InterviewPrep #LearnDataScience #YouTubeLearning #CodingInterview #MLInterview #SQLProjects #PythonForDataScience
✉️ Our Telegram channels: https://t.me/addlist/0f6vfFbEMdAwODBk

What is torch.nn really? When I started working with PyTorch, my biggest question was: "What is torch.nn?". This article expl
What is torch.nn really?
When I started working with PyTorch, my biggest question was: "What is torch.nn?".
This article explains it quite well. 📌 Read

❗️ JAY HELPS EVERYONE EARN MONEY!$29,000 HE'S GIVING AWAY TODAY! Everyone can join his channel and make money! He gives away
❗️ JAY HELPS EVERYONE EARN MONEY!$29,000 HE'S GIVING AWAY TODAY! Everyone can join his channel and make money! He gives away from $200 to $5.000 every day in his channel https://t.me/+LgzKy2hA4eY0YWNl ⚡️FREE ONLY FOR THE FIRST 500 SUBSCRIBERS! FURTHER ENTRY IS PAID! 👆👇 https://t.me/+LgzKy2hA4eY0YWNl

🌟 Join @DeepLearning_ai & @MachineLearning_Programming! 🌟 Explore AI, ML, Data Science, and Computer Vision with us. 🚀 💡
🌟 Join @DeepLearning_ai & @MachineLearning_Programming! 🌟 Explore AI, ML, Data Science, and Computer Vision with us. 🚀 💡 Stay Updated: Latest trends & tutorials. 🌐 Grow Your Network: Engage with experts. 📈 Boost Your Career: Unlock tech mastery. Subscribe Now! ➡️ @DeepLearning_ai ➡️ @MachineLearning_Programming Step into the future—today! ✨

GPU by hand ✍️ I drew this to show how a GPU speeds up an array operation of 8 elements in parallel over 4 threads in 2 clock cycles. Read more 👇 CPU • It has one core. • Its global memory has 120 locations (0-119). • To use the GPU, it needs to copy data from the global memory to the GPU. • After GPU is done, it will copy the results back. GPU • It has four cores to run four threads (0-3). • It has a register file of 28 locations (0-27) • This register file has four banks (0-3). • All threads share the same register file. • But they must read/write using the four banks. • Each bank allows 2 reads (Read 0, Read 1) and 1 write in a single clock cycle.
#AIEngineering #MachineLearning #DeepLearning #LLMs #RAG #MLOps #Python #GitHubProjects #AIForBeginners #ArtificialIntelligence #NeuralNetworks #OpenSourceAI #DataScienceCareers
✉️ Our Telegram channels: https://t.me/addlist/0f6vfFbEMdAwODBk

This channels is for Programmers, Coders, Software Engineers. 0️⃣ Python 1️⃣ Data Science 2️⃣ Machine Learning 3️⃣ Data Visua
This channels is for Programmers, Coders, Software Engineers. 0️⃣ Python 1️⃣ Data Science 2️⃣ Machine Learning 3️⃣ Data Visualization 4️⃣ Artificial Intelligence 5️⃣ Data Analysis 6️⃣ Statistics 7️⃣ Deep Learning 8️⃣ programming Languages ✅ https://t.me/addlist/8_rRW2scgfRhOTc0https://t.me/Codeprogrammer

🔥 The coolest AI bot on Telegram 💢 Completely free and knows everything, from simple questions to complex problems. ☕️ Help
🔥 The coolest AI bot on Telegram 💢 Completely free and knows everything, from simple questions to complex problems. ☕️ Helps you with anything in the easiest and fastest way possible. ♨️ You can even choose girlfriend or boyfriend mode and chat as if you’re talking to a real person 😋 💵 Includes weekly and monthly airdrops!❗️ 😵‍💫 Bot ID: @chatgpt_officialbot 💎 The best part is, even group admins can use it right inside their groups! ✨ 📺 Try now: • Type FunFact! for a jaw-dropping AI trivia. • Type RecipePlease! for a quick, tasty meal idea. • Type JokeTime! for an instant laugh. Or just say Surprise me! and I'll pick something awesome for you. 🤖✨

Introduction to Deep Learning As we continue to push the boundaries of what's possible with artificial intelligence, I wanted to take a moment to share some insights on one of the most exciting fields in AI: Deep Learning. Deep Learning is a subset of machine learning that uses neural networks to analyze and interpret data. These neural networks are designed to mimic the human brain, with layers of interconnected nodes (neurons) that process and transmit information. What makes Deep Learning so powerful? Ability to learn from large datasets: Deep Learning algorithms can learn from vast amounts of data, including images, speech, and text. Improved accuracy: Deep Learning models can achieve state-of-the-art performance in tasks such as image recognition, natural language processing, and speech recognition. Ability to generalize: Deep Learning models can generalize well to new, unseen data, making them highly effective in real-world applications. Real-world applications of Deep Learning Computer Vision: Self-driving cars, facial recognition, object detection Natural Language Processing: Language translation, text summarization, sentiment analysis Speech Recognition: Virtual assistants, voice-controlled devices. #DeepLearning #AI #MachineLearning #NeuralNetworks #ArtificialIntelligence #DataScience #ComputerVision #NLP #SpeechRecognition #TechInnovation
✉️ Our Telegram channels: https://t.me/addlist/0f6vfFbEMdAwODBk 📱 Our WhatsApp channel: https://whatsapp.com/channel/0029VaC7Weq29753hpcggW2A

You can now send messages or buy ads in our channel

This GitHub Repo will be very helpful if you are preparing for a data science technical interview. This question bank covers:
This GitHub Repo will be very helpful if you are preparing for a data science technical interview. This question bank covers: 1️⃣ Machine Learning Interview Questions & Answers 2️⃣ Deep Learning Interview Questions & Answers 2.1. Deep learning basics 2.2. Deep learning for computer vision questions 2.3. Deep learning for NLP & LLMs 3️⃣ Probability Interview Questions & Answers 4️⃣ Statistics Interview Questions & Answers 5️⃣ SQL Interview Questions & Answers 6️⃣ Python Questions & Answers ⚡ You can find the repo link in the comments section!

Auto-Encoder & Backpropagation by hand ✍️ lecture video ~ 📺 https://byhand.ai/cv/10 It took me a few years to invent this me
Auto-Encoder & Backpropagation by hand ✍️ lecture video ~ 📺 https://byhand.ai/cv/10 It took me a few years to invent this method to show both forward and backward passes for a non-trivial case of a multi-layer perceptron over a batch of inputs, plus gradient descents over multiple epochs, while being able to hand calculate each step and code in Excel at the same time. = Chapters = • Encoder & Decoder (00:00) • Equation (10:09) • 4-2-4 AutoEncoder (16:38) • 6-4-2-4-6 AutoEncoder (18:39) • L2 Loss (20:49) • L2 Loss Gradient (27:31) • Backpropagation (30:12) • Implement Backpropagation (39:00) • Gradient Descent (44:30) • Summary (51:39)