Artificial Intelligence | ChatGPT AI | Data Science & Machine Learning
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📈 Аналітичний огляд Telegram-каналу Artificial Intelligence | ChatGPT AI | Data Science & Machine Learning
Канал Artificial Intelligence | ChatGPT AI | Data Science & Machine Learning (@aichads) у мовному сегменті Англійська є активним учасником. На даний момент спільнота об'єднує 22 819 підписників, посідаючи 5 814 місце в категорії Технології та додатки та 1 712 місце у регіоні США.
📊 Показники аудиторії та динаміка
З моменту свого створення невідомо, проект продемонстрував стрімке зростання, зібравши аудиторію у 22 819 підписників.
За останніми даними від 11 листопада, 2026, канал демонструє стабільну активність. Хоча за останні 30 днів спостерігається зміна кількості учасників на -112, а за останні 24 години на 2, загальне охоплення залишається високим.
- Статус верифікації: Не верифікований
- Рівень залученості (ER): Середній показник залученості аудиторії становить 4.77%. Протягом перших 24 годин після публікації контент зазвичай збирає 0.96% реакцій від загальної кількості підписників.
- Охоплення публікацій: В середньому кожен допис отримує 0 переглядів. Протягом першої доби публікація в середньому набирає 220 переглядів.
- Реакції та взаємодія: Аудиторія активно підтримує контент: середня кількість реакцій на один пост – 0.
- Тематичні інтереси: Контент зосереджений навколо ключових тем, таких як tpg, learning, reply, chunk, \[\.
📝 Опис та контентна політика
Автор описує ресурс як майданчик для висловлення суб'єктивної думки:
“Best Place to know latest AI Trends & Projects. Latest updates on Artificial Intelligence, Deep Learning, Machine Learning, and Computer Vision 💻💹
Admin: @love_data
Buy ads: https://telega.io/c/aichads”
Завдяки високій частоті оновлень (останні дані отримано 12 листопада, 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 Технології та додатки.
22 819
Підписники
+224 години
-497 днів
-11230 днів
Завантажуємо дані
Схожі канали
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Вхідні та вихідні згадування
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Залучення підписників
листопад '26лист '26
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жовтень '25
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вересень '25
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серпень '25
+912
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+1 114
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+1 557
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травень '25
+2 689
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квітень '25
+3 712
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+1 435
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лютий '25
+1 131
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січень '25
+1 815
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грудень '24
+823
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листопад '24
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жовтень '24
+851
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вересень '24
+946
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серпень '24
+1 135
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| Дата | Залучення підписників | Згадування | Канали | |
| 12 листопада | 0 | |||
| 11 листопада | +3 | |||
| 10 листопада | +4 | |||
| 09 листопада | 0 | |||
| 08 листопада | +2 | |||
| 07 листопада | 0 | |||
| 06 листопада | 0 | |||
| 05 листопада | 0 | |||
| 04 листопада | 0 | |||
| 03 листопада | +1 | |||
| 02 листопада | +12 | |||
| 01 листопада | +6 |
Дописи каналу
How to use ChatGPT to learn coding from scratch 💻🚀
Prompt:
I want you to act as my personal programming mentor.
Help me learn programming from absolute beginner level and develop the ability to write code independently.
• First, ask me which programming language I want to learn and assess my current knowledge through simple questions
• Create a structured roadmap covering fundamentals, intermediate concepts, and advanced topics
• Teach one concept at a time using simple explanations and practical coding examples
• Give me small coding exercises after every lesson
• Let me write the code myself before showing me the solution
• Review my code, identify errors, and explain how to fix them
• Teach me debugging, problem-solving, and writing clean code
• Gradually introduce real-world coding challenges and projects
• Help me understand data structures, algorithms, and programming concepts relevant to my goals
• Track my progress and give me additional exercises based on my weak areas
• At the end, help me build practical projects that I can showcase in my portfolio
Don't just give me code to copy and paste. Teach me how to think like a programmer and solve problems independently.
Start by asking which programming language I want to learn.
Double Tap ❤️ For More Useful Prompts
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1.39 ₽ · /balance_help
| 2 |  📢 Advertising in this channel
You can place an ad via Telega․io. It takes just a few minutes.
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| 3 | 8. Create a Business Growth Strategy
Act as an experienced business growth advisor. Help me create a realistic growth strategy for my business.
First, ask me the essential questions about my current revenue, customers, products or services, acquisition channels, conversion, retention, team, resources, and goals.
Then identify the biggest growth opportunities and create a prioritized strategy with clear actions, metrics, and milestones.
9. Build a Stronger Business Brand
Act as a brand strategist. Help me strengthen the positioning of my business.
First, ask me the essential questions about my target customers, competitors, product or service, customer problem, current positioning, and business goals.
Then help me clarify what my business should be known for, how it should differentiate itself, what message it should communicate, and how I can consistently present that positioning across my marketing channels.
10. Find My Biggest Business Opportunity
Act as a strategic business advisor. Help me identify the single biggest opportunity I may be overlooking.
First, ask me the essential questions about my business, customers, revenue, products, competitors, operations, resources, challenges, and goals.
Analyze my answers and identify the opportunity that could have the greatest positive impact. Explain why it matters, what assumptions need to be tested, and what I should do first.
Double Tap ❤️ For More Useful Prompts | 1 047 |
| 4 | 💼 10 ChatGPT Prompts Every Business Owner Should Know
1. Improve Customer Retention
Act as an experienced customer-retention strategist. Help me improve customer retention for my business.
First, ask me the essential questions about my customers, product or service, customer journey, current retention, feedback, and common reasons customers leave.
Then identify the most likely retention problems and suggest practical strategies to improve customer satisfaction, repeat purchases, loyalty, and long-term customer value.
2. Improve My Sales Process
Act as an experienced sales strategist. Help me improve the sales process for my business.
First, ask me the essential questions about my target customers, offer, current sales process, lead sources, conversion rates, sales cycle, and common objections.
Then identify the biggest weaknesses in my sales process and create practical improvements for attracting, qualifying, converting, and following up with potential customers.
3. Find New Revenue Opportunities
Act as a business growth strategist. Help me identify new revenue opportunities for my business.
First, ask me the essential questions about my current products or services, customers, pricing, sales, capabilities, and business goals.
Then identify realistic opportunities such as new products, services, customer segments, pricing models, partnerships, upselling, or recurring revenue. Rank them based on potential impact, effort, and risk.
4. Improve My Pricing
Act as a pricing strategist. Help me evaluate the pricing of my product or service.
First, ask me the essential questions about my customers, value proposition, costs, competitors, current pricing, sales results, and business goals.
Then identify whether my pricing may be too low, too high, or poorly structured and suggest practical pricing approaches I could test.
5. Create a Customer Acquisition Strategy
Act as a customer acquisition expert. Help me develop a strategy for consistently attracting customers.
First, ask me the essential questions about my target audience, offer, current customers, marketing channels, budget, sales process, and goals.
Then identify the most suitable acquisition channels, explain how I should test them, and create a practical plan for turning the best-performing channels into a repeatable customer-acquisition system.
6. Turn Customer Feedback Into Improvements
Act as a product and customer-experience strategist. I will provide customer feedback about my business.
Analyze the feedback and identify recurring problems, unmet needs, positive patterns, feature requests, and potential opportunities. Separate individual opinions from meaningful patterns and prioritize the improvements that could have the greatest impact on customer satisfaction and business growth.
7. Improve My Business Operations
Act as a business operations consultant. Help me identify ways to make my business more efficient.
First, ask me about my key processes, team, tools, recurring tasks, bottlenecks, costs, and operational challenges.
Then identify what I should simplify, standardize, delegate, automate, or eliminate. Prioritize the changes based on time saved, cost reduction, quality improvement, and ease of implementation.
**8. | 748 |
| 5 |  🎯 GigaChat 3.5 Reasoning: 5 Key Features
1️⃣ Advanced Reasoning: Explores multiple step-by-step paths, using automated verification to reinforce correct answers and self-correct
2️⃣ Autonomous Tool Usage: Independently decides when to call external APIs or revise earlier steps
3️⃣ Linear Attention: Proprietary architecture retains key context points without re-matching from scratch
4️⃣ Token Economy: Uses 37% fewer tokens than DeepSeek V4 Flash Preview on math problems
5️⃣ Proven Performance: Open-source LLM (built on GigaChat 3.5 Ultra) with massive benchmark gains:
• IFBench: 44 → 77
• Natural Plan: 64 → 80
• LiveCodeBench v6: 56 → 85
🔗 MIT License. Weights on Hugging Face: fp8 | bf16 | 763 |
| 6 | How to use ChatGPT to improve your decision-making 🧠🎯
Prompt:
I want you to act as my personal decision-making coach.
My goal is to make clearer, more logical, and better-informed decisions.
Help me by:
• First, assess how I currently make decisions through questions and real-life scenarios
• Identify common patterns, biases, or mistakes in my thinking
• Teach me practical decision-making frameworks
• Give me realistic situations where I have to make a choice
• Ask me to explain my reasoning before giving feedback
• Challenge my assumptions and help me consider alternative perspectives
• Show me how to separate facts, assumptions, emotions, and opinions
• Help me evaluate risks, trade-offs, and consequences
• Give me exercises to strengthen my critical thinking
• Track my progress and gradually increase the difficulty
Don't make decisions for me. Help me develop the ability to make better decisions independently.
Start with the first scenario.
Double Tap ❤️ For More Useful Prompts | 835 |
| 7 | ✅ Top 5 Mistakes to Avoid When Learning Artificial Intelligence 🤖❌
1️⃣ Skipping Math Foundations
AI relies on linear algebra, calculus, and probability. Learn the basics or struggle later.
2️⃣ Confusing AI with ML and DL
AI is the broad field. ML and DL are subsets. Know the difference to learn the right tools.
3️⃣ Focusing Only on Code
Don't just run models. Understand why and how algorithms work under the hood.
4️⃣ Neglecting Ethics and Bias
AI systems affect real lives. Always check for fairness, explainability, and transparency.
5️⃣ Not Building Real-World Projects
Theory won't get you hired. Apply AI in fields like healthcare, finance, or NLP. Share results.
💬 Tap ❤️ for more! | 889 |
| 8 | AI Automation is hard until you watch those videos 👇
1/ N8N Full Course: Build AI Automations in 2026:
https://www.youtube.com/watch?v=7_PeuTsx7UM
2/ Make.com AI Agent Tutorial
https://www.youtube.com/watch?v=3L48KfOrIo8
3/ AI Automation Concepts: APIs, Webhooks, RAG & MCP:
https://www.youtube.com/watch?v=s4hF6VbyOQU
4/ Automate Everything with Zapier AI Agents:
https://www.youtube.com/watch?v=avQMU1yJkyY
5/ 5/ AI-Powered Social Media Agent with n8n & Make:
https://www.youtube.com/watch?v=K1VwNCfBYE8 | 1 293 |
| 9 | 🤖 AI News of the Day: 11 September 2026
1️⃣ AI misuse raises major security concerns ⚠️
Anthropic says it disrupted multiple attempts to misuse its Claude models for cyberattacks, surveillance, weapons development and biological research. The findings are intensifying debate over AI safeguards.
2️⃣ US lawmakers push for tougher AI rules 🏛️
Growing concerns about advanced AI systems have prompted lawmakers from both parties to consider stronger oversight, independent evaluations and emergency controls for powerful AI models.
3️⃣ China's Z.AI raises $5 billion 💰
Chinese AI company Z.AI has launched a massive $5 billion fundraising effort to finance computing infrastructure, research, acquisitions and expansion as competition with US AI companies intensifies.
4️⃣ AI agents become the new cybersecurity challenge 🛡️
Anthropic's latest report says attackers are increasingly using AI agents to automate reconnaissance, data theft and cyber operations, reducing the amount of human involvement required.
5️⃣ India becomes increasingly important to global AI 🇮🇳
Anthropic's India leadership says the country's large developer community and willingness to experiment are helping shape AI products and adoption strategies for global markets.
Double Tap ❤️ For More | 1 238 |
| 10 |  Your Data Science degree just got an AI update.
Yeah.
Things are moving fast.
Python. SQL. Machine Learning. Deep Learning. MLOps.
And now GenAI, LLMs, RAG & AI-powered workflows.
An 8-month program with 20+ industry projects and live weekend classes.
Maybe Data Science was just the beginning.
https://lp.pwskills.com/data-science-ai-online-program-pw-skills?utm_source=telegram&utm_medium=influencer&utm_campaign=deepakAugDS | 1 269 |
| 11 |  +5n8n cheat sheet
I wish I had this cheat sheet when I started automating using n8n.
Save this before it disappears. This cheat sheet covers everything from triggers to AI agents, expressions to keyboard shortcuts. Whether you're building your first workflow or your hundredth, you'll want this in your back pocket. | 1 271 |
| 12 | Top AI Models for Developers
There is no single winner for every dev task.
1. Claude — Anthropic
Best for: Complex coding & large codebases
Excellent for: Debugging, refactoring, code reviews, multi-file changes, agentic coding, understanding existing codebases
Best choice: Complex production development
2. GPT — OpenAI
Best for: All-round software development
Excellent for: Coding, debugging, architecture, algorithms, code explanation, agentic workflows
Best choice: Developers who want one versatile model
3. ChatGPT — Google
Best for: Large codebases & multimodal development
Excellent for: Large-context code analysis, coding, documentation, multimodal inputs, Google Cloud development
Note: Very large context window is great for big repositories
4. DeepSeek
Best for: Cost-effective coding & reasoning
Excellent for: Coding, mathematics, reasoning, debugging, high-volume development
Best choice: Strong performance at lower cost
5. Qwen
Best for: Open-weight coding
Excellent for: Code generation, coding agents, local deployment, customization, multilingual development
Best choice: You want control over deployment and open-weight models
6. Grok — xAI
Best for: Coding + real-time information
Useful for: Coding, reasoning, web research, current information, developer experimentation
7. Mistral
Best for: Efficient/open AI development
Useful for: Enterprise applications, coding, local/private deployments, multilingual applications
8. Llama — Meta
Best for: Open-weight AI development
Useful for: Local AI, fine-tuning, research, custom AI applications, private deployments
9. Kimi — Moonshot AI
Best for: Reasoning + long-context development
Useful for: Complex reasoning, coding, large-context tasks, AI agents
10. GLM — Zhipu AI
Best for: Coding + agents + open models
Useful for: Code generation, reasoning, agent development, open-weight experimentation
Quick Ranking for Developers
🥇 Claude → Complex coding & refactoring
🥈 GPT → Best all-rounder
🥉 ChatGPT → Large codebases & multimodal work
4️⃣ DeepSeek → Cost-effective coding
5️⃣ Qwen → Open-weight/local coding
6️⃣ Grok → Coding + real-time information
7️⃣ Mistral → Efficient/open AI
8️⃣ Llama → Custom/local AI
9️⃣ Kimi → Long-context reasoning
🔟 GLM → Agents + coding
These rankings are task-dependent. Different models win different coding scenarios.
How to pick for your workflow:
Working on a 100k line repo → Claude or ChatGPT for context + refactoring
Need one model for everything → GPT
Budget + high volume → DeepSeek
Need local/private deployment → Qwen, Llama, Mistral
Building agents → GLM, Kimi, Claude
Need live docs + X trends → Grok
Double Tap ❤️ For More
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2.14 ₽ · /balance_help | 1 059 |
| 13 | 5 Free Courses to Go From AI Beginner to Practitioner
1️⃣ Harvard CS50: Introduction to AI with Python
🎓 Learn the fundamentals of AI before diving into machine learning. Build AI projects like Tic-Tac-Toe, search algorithms, and logic solvers while mastering core AI concepts.
👉 Click Here: https://cs50.harvard.edu/ai/
2️⃣ Google Machine Learning Crash Course
📊 Google's official ML course teaches gradient descent, TensorFlow, feature engineering, and model training with interactive lessons used by Google engineers.
👉 Click Here: https://developers.google.com/machine-learning/crash-course
3️⃣ fast.ai – Practical Deep Learning for Coders
💻 Build real deep learning models from the very first lesson. Learn computer vision, NLP, PyTorch, and deploy AI applications with practical projects.
👉 Click Here: https://course.fast.ai/
4️⃣ Hugging Face NLP Course
🤖 Master Transformers, LLMs, and modern Generative AI. Learn to fine-tune open-source models using the Hugging Face ecosystem.
👉 Click Here: https://huggingface.co/learn/nlp-course
5️⃣ Andrej Karpathy – Neural Networks: Zero to Hero
🧠 Build neural networks and a mini GPT completely from scratch. One of the best free resources to deeply understand how LLMs actually work.
👉 Click Here: https://www.youtube.com/playlist?list=PLAqhIrjkxbuWI23v9cThsA9GvCAUhRvKZ
❤️ Follow AIJobs for more AI drops | 1 099 |
| 14 | ✅ Top Artificial Intelligence Concepts You Should Know 🤖🧠
🔹 1. Natural Language Processing (NLP)
Use Case: Chatbots, language translation
→ Enables machines to understand and generate human language.
🔹 2. Computer Vision
Use Case: Face recognition, self-driving cars
→ Allows machines to "see" and interpret visual data.
🔹 3. Machine Learning (ML)
Use Case: Predictive analytics, spam filtering
→ AI learns patterns from data to make decisions without explicit programming.
🔹 4. Deep Learning
Use Case: Voice assistants, image recognition
→ A type of ML using neural networks with many layers for complex tasks.
🔹 5. Reinforcement Learning
Use Case: Game AI, robotics
→ AI learns by interacting with the environment and receiving feedback.
🔹 6. Generative AI
Use Case: Text, image, and music generation
→ Models like ChatGPT or DALL·E create human-like content.
🔹 7. Expert Systems
Use Case: Medical diagnosis, legal advice
→ AI systems that mimic decision-making of human experts.
🔹 8. Speech Recognition
Use Case: Voice search, virtual assistants
→ Converts spoken language into text.
🔹 9. AI Ethics
Use Case: Bias detection, fair AI systems
→ Ensures responsible and transparent AI usage.
🔹 10. Robotic Process Automation (RPA)
Use Case: Automating repetitive office tasks
→ Uses AI to handle rule-based digital tasks efficiently.
💡 Learn these concepts to understand how AI is transforming industries!
💬 Tap ❤️ for more! | 1 394 |
| 15 |  If you’re a student, graduate, or someone looking for a career switch, read this.
Most people spend months watching random YouTube videos and still don’t become job-ready.
Instead, learn in a structured offline classroom.
📌 Data Analytics with GenAI
📌 Python + SQL + Power BI
📌 6-Month Program
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| 16 |  Aaj hi ek certified Hackar bano!💻
Shuru se saari cheeze seekho bilkul basic se!!
PW skills leke aaya h certified Ethical Hacking ka course!!
Isme milega :
✅ Hands on Practice
✅ LIVE Hacking Labs
✅ Certificate after Completion
Sirf Rs 4999 mai
Abhi enroll karo HACK30 Coupon code use karke 30% OFF milega!
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| 17 |  Немає тексту... | 1 154 |
| 18 |  🤝 Agentic AI Explained | 1 121 |
| 19 | 🎯 Step by step AI and ML roadmap with a YouTube playlist 👇
Step 1 - Python programming:
https://youtu.be/eirjjyP2qcQ?si=KuAvg-DuKxMkD7jR
Step 2 - Foundation of AI/ML:
https://youtu.be/VOpETRQGXy0?si=mfJ86zEFHv2VqGrb
Step 3 - Data Science:
https://youtu.be/fM4qTMfCoak?si=AhpjlpEmRAQh9k0g
Step 4 - Gen AI + LLM foundation:
https://youtu.be/pSVk-5WemQ0?si=7tb-RGCSxwrXV5E2
Step 5 - LangChain + LangGraph:
https://youtu.be/yC36gN-rqjo?si=43HnisWd1V1IfvRM
Step 6 - Model Context Protocol:
https://youtu.be/3_TN1i3MTEU?si=nkp-nGv-MN0X9Ukb
Step 7 - Google ADK + A2A:
https://youtu.be/mFkw3p5qSuA?si=cTJZiYX7L1ZdVwOc
React '❤️' for more such content! | 1 432 |
| 20 |  🐶 ASO Corgi — platform for the App Store developers.
Find the keywords your apps and competitors rank for, and track positions across every country in one place.
🔑 Keyword research: by topic, by your app's languages, from App Store suggestions, by competitors, and with AI analysis.
• Rankings by country — history, charts, demand score (0–100)
• Global search across any App Store storefront
• ASO assistant builds your listing for each locale
• App Store top charts for any country
🎁 14 days of Pro, free 👇 (no card required)
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