现已上线！2025 年 Telegram 研究 — 年度关键洞察 
Computer Science and Programming
前往频道在 Telegram
Channel for who have a passion for - * Artificial Intelligence * Machine Learning * Deep Learning * Data Science * Computer vision * Image Processing * Research Papers * Related Courses and Ebooks With advertising offers contact:
显示更多📈 Telegram 频道 Computer Science and Programming 的分析概览
频道 Computer Science and Programming (@machinelearning_programming) 英语 语言赛道中的 是活跃参与者。目前社区聚集了 14 846 名订阅者，在 技术与应用 类别中位列第 8 736，并在 印度 地区排名第 29 532 位。
📊 受众指标与增长动态
自 невідомо 创建以来，项目保持高速增长，吸引了 14 846 名订阅者。
根据 04 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 -152，过去 24 小时变化为 -7，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 14.63%。内容发布后 24 小时内通常能获得 N/A% 的反应，占订阅者总量。
- 帖子覆盖： 每篇帖子平均可获得 0 次浏览，首日通常累积 0 次浏览。
- 互动与反馈： 受众积极参与，单帖平均反应数为 0。
- 主题关注点： 内容集中在 learning, github, engineer, quantization, detection 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：
“Channel for who have a passion for -
* Artificial Intelligence
* Machine Learning
* Deep Learning
* Data Science
* Computer vision
* Image Processing
* Research Papers
* Related Courses and Ebooks
With advertising offers contact:”
凭借高频更新（最新数据采集于 05 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 技术与应用 类别中的关键影响点。
14 846
订阅者
-724 小时
-277 天
-15230 天
帖子存档
15+ practical Python projects for beginners
https://www.codementor.io/@garethdwyer/15-practical-python-projects-with-full-walk-through-tutorials-19jfm19ymz?utm_swu=7179
https://t.me/MachineLearning_Programming
OpenCV Sudoku Solver and OCR (with source code)
In this tutorial, There are created an automatic Sudoku puzzle solver using OpenCV, Deep Learning, and Optical Character Recognition (OCR).
https://www.pyimagesearch.com/2020/08/10/opencv-sudoku-solver-and-ocr/
👉JOIN US
Python Projects for 2020 – Work on real-time projects to head start your career
https://data-flair.training/blogs/python-project-ideas/
https://t.me/MachineLearning_Programming
Python Projects for 2020 – Work on real-time projects to head start your career
https://data-flair.training/blogs/python-project-ideas/
👇👇👇https://t.me/MachineLearning_Programming
Comprehensive Python Cheatsheet
https://gto76.github.io/python-cheatsheet/
https://t.me/MachineLearning_Programming
Explore 10 Cool Python Projects and Become Master of Python
https://morioh.com/p/82f300ab13de
https://t.me/MachineLearning_Programming
https://t.me/Deeplearning_ai
Making simple games in Python
Interactive python code for the game of Tic-Tac-Toe, Dots-and-Boxes, and Snake-and-Apple
https://towardsdatascience.com/making-simple-games-in-python-f35f3ae6f31a
https://t.me/MachineLearning_Programming
Machine Learning Algorithms
A curated list of all (almost) machine learning and deep learning algorithms grouped by category. This repository is meant to help understand the various machine learning algorithms. You can star this repo for future reference :)
https://github.com/Sahith02/machine-learning-algorithms
@MachineLearning_Programming
DEEP LEARNING WITH PYTORCH
Deep Learning with PyTorch provides a detailed, hands-on introduction to building and training neural networks with PyTorch, a popular open source machine learning framework. This full book includes:
* Introduction to deep learning and the
* PyTorch library
* Pre-trained networks
* Tensors
* The mechanics of learning
* Using a neural network to fit data
* Using convolutions to generalize
* Real-world examples: Building a neural * network designed for cancer detection
* Deploying to production
@MachineLearning_Programming
The best FREE combined Computer Science curriculum
1. @Programming_MachineLearning
2. https://laconicml.com/computer-science-curriculum/
Effective Python: 90 Specific Ways to Write Better Python (2nd Edition) (Effective Software Development Series)
1.Join 👉@Programming_MachineLearning
Sort Elements in Python
1.Join 👉@Programming_MachineLearning
2. https://levelup.gitconnected.com/sort-elements-in-python-817a0c2b810b
Top 10 Best FREE Artificial Intelligence Courses from Harvard, MIT and Stanford
1.Join 👉@ComputerScience_MachineLearning
2. https://laconicml.com/free-artificial-intelligence-courses/?fbclid=IwAR2oQoGYdTqiQ6sOJC7LvJxpaeSVVBLwk6Fs7S-_p2iMDq-BqbrpqBUqUrc
Most Important Keyboard Shortcuts for Windows That Will Save You Time
1.Join 👉@ComputerScience_MachineLearning
2. https://laconicml.com/keyboard-shortcuts/
Solving Sudoku in Seconds (or Less!) With Python
1.Join 👉@ComputerScience_MachineLearning
https://medium.com/datadriveninvestor/solving-sudoku-in-seconds-or-less-with-python-1c21f10117d6
Python Basics for Data Science
1.Join 👉@ComputerScience_MachineLearning
https://towardsdatascience.com/python-basics-for-data-science-6a6c987f2755
How To Make Money, Using Web Scraping
1.Join 👉@DeepLearning_ai
2.Join 👉@ComputerScience_MachineLearning
https://towardsdatascience.com/how-to-make-money-using-web-scraping-662f1c3da050
Top 10 Great Sites with Free Data Sets
1.Join 👉@DeepLearning_ai
2.Join 👉@ComputerScience_MachineLearning
https://towardsdatascience.com/top-10-great-sites-with-free-data-sets-581ac8f6334
Top 15 Python Packages You Must Try
1.Join 👉@DeepLearning_ai
2.Join 👉@ComputerScience_MachineLearning
https://medium.com/tech-explained/top-15-python-packages-you-must-try-c6a877ed3cd0
