Coding Learning
前往频道在 Telegram
📈 Telegram 频道 Coding Learning 的分析概览
频道 Coding Learning (@codingdrive) 英语 语言赛道中的 是活跃参与者。目前社区聚集了 14 098 名订阅者，在 教育 类别中位列第 14 519，并在 印度 地区排名第 28 170 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 14 098 名订阅者。
根据 26 十月, 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 243，过去 24 小时变化为 8，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 15.21%。内容发布后 24 小时内通常能获得 3.38% 的反应，占订阅者总量。
- 帖子覆盖： 每篇帖子平均可获得 2 143 次浏览，首日通常累积 477 次浏览。
- 互动与反馈： 受众积极参与，单帖平均反应数为 5。
- 主题关注点： 内容集中在 implementation, llm, dive, autogen, structure 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：
“Backup”
凭借高频更新（最新数据采集于 27 十月, 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。
14 098
订阅者
+824 小时
+337 天
+24330 天
帖子存档
14 094
🔰 The Complete Financial Analyst Course 2026
🌟 4.6 - 103056 votes 💰 Original Price: $69.99
📖 Excel, Accounting, Financial Statement Analysis, Business Analysis, Financial Math, PowerPoint: Everything is Included!🔊 Taught By: 365 Careers 📤 Download Full Course 📤 Download All Courses
14 094
*🚀 Complete Roadmap to learn AI Fundamentals*
AI isn't just about using basic tools. To build real-world AI applications, you need to understand the fundamentals first and then learn the right tools.
Here's a complete roadmap:
*🎯 Phase 1: AI Fundamentals*
✅ What is Artificial Intelligence?
✅ Types of AI ANI, AGI, ASI
✅ Machine Learning vs Deep Learning vs Generative AI
✅ Supervised, Unsupervised & Reinforcement Learning
✅ Neural Networks Basics
✅ Large Language Models LLMs
✅ Tokens & Context Windows
✅ Embeddings
✅ Vector Databases
✅ Prompt Engineering
✅ RAG Retrieval-Augmented Generation
✅ AI Agents
✅ Fine-Tuning
✅ AI Safety & Responsible AI
*🎯 Phase 2: Essential Programming Skills*
✅ Python
✅ SQL
✅ Git & GitHub
✅ REST APIs
✅ JSON
✅ FastAPI
*🎯 Phase 3: Core AI Libraries*
✅ NumPy
✅ Pandas
✅ Scikit-learn
✅ PyTorch
✅ Transformers
*🎯 Phase 4: Generative AI Tools*
✅ OpenAI API
✅ Hugging Face
✅ Ollama
✅ LangChain
✅ LangGraph
✅ LlamaIndex
✅ CrewAI
✅ AutoGen
*🎯 Phase 5: Vector Databases*
✅ ChromaDB
✅ Pinecone
✅ Weaviate
✅ FAISS
*🎯 Phase 6: AI App Development*
✅ Streamlit
✅ Gradio
✅ FastAPI
✅ Docker
✅ Redis
✅ PostgreSQL
*🎯 Phase 7: AI Automation Tools*
✅ n8n
✅ Flowise
✅ Dify
✅ Make
✅ Zapier
*🎯 Phase 8: Deployment & MLOps*
✅ Docker
✅ GitHub Actions
✅ MLflow
✅ Weights & Biases
✅ AWS / Azure / Google Cloud
*🎯 Phase 9: Build Real Projects*
✅ AI Chatbot
✅ PDF Chat with RAG
✅ AI Coding Assistant
✅ Customer Support Bot
✅ Resume Analyzer
✅ Research Assistant
✅ Multi-Agent AI System
✅ Enterprise Knowledge Assistant
14 094
*11 things to NEVER share with ChatGPT:*
1. SSN, credit cards, banking info
2. Home address, phone numbers
3. Passwords, PINs, security codes
4. Medical records, prescriptions
5. Legal troubles, court cases
6. Private family/relationship issues
7. Work secrets, trade secrets
8. Client/employer confidential data
9. Illegal activity instructions
10. Others' personal information
11. Anything you wouldn't post publicly
📌 *Stay smart. Stay safe.*
💬 *Tap ♥️ if this helped you!*
