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AI and Machine Learning

AI and Machine Learning

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Learn Data Science, Data Analysis, Machine Learning, Artificial Intelligence, and Python with Tensorflow, Pandas & more! Buy ads: https://telega.io/c/machine_learning_courses

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πŸ“ˆ Analytical overview of Telegram channel AI and Machine Learning

Channel AI and Machine Learning (@machine_learning_courses) in the English language segment is an active participant. Currently, the community unites 94 085 subscribers, ranking 1 556 in the Education category and 3 013 in the India region.

πŸ“Š Audience metrics and dynamics

Since its creation on Π½Π΅Π²Ρ–Π΄ΠΎΠΌΠΎ, the project has demonstrated rapid growth, gathering an audience of 94 085 subscribers.

According to the latest data from 25 June, 2026, the channel demonstrates stable activity. Although there has been a change in the number of participants by 981 over the last 30 days and by 47 over the last 24 hours, overall reach remains high.

  • Verification status: Not verified
  • Engagement rate (ER): The average audience engagement rate is 6.77%. Within the first 24 hours after publication, content typically collects 2.34% reactions from the total number of subscribers.
  • Post reach: On average, each post receives 6 370 views. Within the first day, a publication typically gains 2 203 views.
  • Reactions and interaction: The audience actively supports content: the average number of reactions per post is 9.
  • Thematic interests: Content is focused on key topics such as learning, llm, linkedin, linux, udemy.

πŸ“ Description and content policy

The author describes the resource as a platform for expressing subjective opinions:
β€œLearn Data Science, Data Analysis, Machine Learning, Artificial Intelligence, and Python with Tensorflow, Pandas & more! Buy ads: https://telega.io/c/machine_learning_courses”

Thanks to the high frequency of updates (latest data received on 26 June, 2026), the channel maintains relevance and a high level of publication reach. Analytics show that the audience actively interacts with content, making it an important point of influence in the Education category.

94 085
Subscribers
+4724 hours
+1877 days
+98130 days
Posts Archive
πŸ”— Top 9 Machine Learning Algorithms
πŸ”— Top 9 Machine Learning Algorithms

Generative AI in Data Analytics βœ…
+5
Generative AI in Data Analytics βœ…

πŸ’‘ A brief History of Artificial Intelligence (AI)
πŸ’‘ A brief History of Artificial Intelligence (AI)

πŸ”— Master AI (Artificial Intelligence) in 10 days πŸ‘‡πŸ‘‡ Day 1: Introduction to AI - Start with an overview of what AI is and its various applications. - Read articles or watch videos explaining the basics of AI. Day 2-3: Machine Learning Fundamentals - Learn the basics of machine learning, including supervised and unsupervised learning. - Study concepts like data, features, labels, and algorithms. Day 4-5: Deep Learning - Dive into deep learning, understanding neural networks and their architecture. - Learn about popular deep learning frameworks like TensorFlow or PyTorch. Day 6: Natural Language Processing (NLP) - Explore the basics of NLP, including tokenization, sentiment analysis, and named entity recognition. Day 7: Computer Vision - Study computer vision, including image recognition, object detection, and convolutional neural networks. Day 8: AI Ethics and Bias - Explore the ethical considerations in AI and the issue of bias in AI algorithms. Day 9: AI Tools and Resources - Familiarize yourself with AI development tools and platforms. - Learn how to access and use AI datasets and APIs. Day 10: AI Project - Work on a small AI project. For example, build a basic chatbot, create an image classifier, or analyze a dataset using AI techniques.

πŸ”— How to use AI to learn anything faster
πŸ”— How to use AI to learn anything faster

πŸ”— Unlocking Al Mastery: Top LLM Projects for Every Stage of Learning Discover hands-on projects to enhance your Al skills an
+8
πŸ”— Unlocking Al Mastery: Top LLM Projects for Every Stage of Learning
Discover hands-on projects to enhance your Al skills and explore the future of LLMs!

πŸ“±Artificial intelligence πŸ“±Introduction to Large Language Models

πŸ”… Introduction to Large Language Models 🌐 Author: Jonathan Fernandes πŸ”° Level: Intermediate ⏰ Duration: 1h 5m πŸŒ€ Learn abou
πŸ”… Introduction to Large Language Models 🌐 Author: Jonathan Fernandes πŸ”° Level: Intermediate ⏰ Duration: 1h 5m
πŸŒ€ Learn about large language modelsβ€”what they are, what they can do, and how they work.
πŸ“— Topics: Large Language Models πŸ“€ Join Artificial intelligence for more courses

πŸ”— Essential Tools, Libraries, and Frameworks to learn Artificial Intelligence 1. Programming Languages: Python R Java Julia 2. AI Frameworks: TensorFlow PyTorch Keras MXNet Caffe 3. Machine Learning Libraries: Scikit-learn: For classical machine learning models. XGBoost: For boosting algorithms. LightGBM: For gradient boosting models. 4. Deep Learning Tools: TensorFlow PyTorch Keras Theano 5. Natural Language Processing (NLP) Tools: NLTK (Natural Language Toolkit) SpaCy Hugging Face Transformers Gensim 6. Computer Vision Libraries: OpenCV DLIB Detectron2 7. Reinforcement Learning Frameworks: Stable-Baselines3 RLlib OpenAI Gym 8. AI Development Platforms: IBM Watson Google AI Platform Microsoft AI 9. Data Visualization Tools: Matplotlib Seaborn Plotly Tableau 10. Robotics Frameworks: ROS (Robot Operating System) MoveIt! 11. Big Data Tools for AI: Apache Spark Hadoop 12. Cloud Platforms for AI Deployment: Google Cloud AI AWS SageMaker Microsoft Azure AI 13. Popular AI APIs and Services: Google Cloud Vision API Microsoft Azure Cognitive Services IBM Watson AI APIs 14. Learning Resources and Communities: Kaggle GitHub AI Projects Papers with Code ENJOY LEARNING πŸ‘πŸ‘

πŸ”— 5 Trending AI Jobs You Can’t Miss in 2025! πŸ€– πŸ’» Machine Learning Engineer πŸ‘‰πŸ» Average Salary: $114,000 πŸ‘‰πŸ» What They Do
πŸ”— 5 Trending AI Jobs You Can’t Miss in 2025! πŸ€– πŸ’» Machine Learning Engineer πŸ‘‰πŸ» Average Salary: $114,000 πŸ‘‰πŸ» What They Do: Design and implement ML algorithms while collaborating with data scientists and engineers. πŸ“Š πŸ“Š Data Scientist πŸ‘‰πŸ» Average Salary: $120,000 πŸ‘‰πŸ» What They Do: Analyze data, build predictive models, and drive data-backed decisions. πŸ“ˆ πŸ”¬ AI Research Scientist πŸ‘‰πŸ» Average Salary: $126,000 πŸ‘‰πŸ» What They Do: Explore the future of AI by testing algorithms and driving innovation. 🌟 🀝 AI Ethic πŸ‘‰πŸ» Average Salary: $135,000 πŸ‘‰πŸ» What They Do: Promote ethical AI development, address biases, and ensure fairness. 🌐 πŸ“ˆ AI Product Manager πŸ‘‰πŸ» Average Salary: $140,000 πŸ‘‰πŸ» What They Do: Manage AI products for success, focusing on innovation and ethical impact. πŸ› 

πŸ“– Dubao 1.5 pro, a new chinese Model. > outperforms on popular benchmarks almost every other LLM > outperforms o1 on AIME >
πŸ“– Dubao 1.5 pro, a new chinese Model. > outperforms on popular benchmarks almost every other LLM > outperforms o1 on AIME > uses MoE with 7 experts > 20b activated parameters China is cooking!

πŸ”— The cost of knowledge will become zero In a test in Nigeria kids learned with the help of AI tutors the same amount of kno
πŸ”— The cost of knowledge will become zero In a test in Nigeria kids learned with the help of AI tutors the same amount of knowledge compared to two years with human teachers. We don’t need schools anymore besides as a social room for meeting other kids. Human teachers were still needed in this test. However, the question is how long.

β€œAI is going to get rid of you…” This is what people who do not know how to work with AI will tell you. Unless you know how t
β€œAI is going to get rid of you…” This is what people who do not know how to work with AI will tell you. Unless you know how to work with it, they are right… But don’t worry, we’ve got your back. If you want to survive (and thrive) in the AI world, we’ll show you how. You’ll get tools, hacks, and insider knowledge that aren’t just about keeping upβ€”they’ll put you ahead of the game. Whether you're a total newbie or already neck-deep in AI, there's something here that'll level up your skills and mindset. This is your chance to become the person who knows how to work with AI, not against it. Ready to take control of your future with AI? Don't sit on the sidelinesβ€”Join this channel now and start transforming the way you work, learn, and grow. The AI revolution is here, and it's time you lead the change.

πŸ“¦ Exercise Files

πŸ“±Artificial intelligence πŸ“±Deep Learning: Model Optimization and Tuning

πŸ”… Deep Learning: Model Optimization and Tuning 🌐 Author: Kumaran Ponnambalam πŸ”° Level: Advanced ⏰ Duration: 54m πŸŒ€ Learn ab
πŸ”… Deep Learning: Model Optimization and Tuning 🌐 Author: Kumaran Ponnambalam πŸ”° Level: Advanced ⏰ Duration: 54m
πŸŒ€ Learn about various optimization and tuning options available for deep learning models and use them to improve models.
πŸ“— Topics: Deep Learning, Machine Learning πŸ“€ Join Artificial intelligence for more courses

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β€œAI is going to get rid of you…” This is what people who do not know how to work with AI will tell you. Unless you know how t
β€œAI is going to get rid of you…” This is what people who do not know how to work with AI will tell you. Unless you know how to work with it, they are right… But don’t worry, we’ve got your back. If you want to survive (and thrive) in the AI world, we’ll show you how. You’ll get tools, hacks, and insider knowledge that aren’t just about keeping upβ€”they’ll put you ahead of the game. Whether you're a total newbie or already neck-deep in AI, there's something here that'll level up your skills and mindset. This is your chance to become the person who knows how to work with AI, not against it. Ready to take control of your future with AI? Don't sit on the sidelinesβ€”Join this channel now and start transforming the way you work, learn, and grow. The AI revolution is here, and it's time you lead the change.

🌟 GPU Server/GPU VPS Hosting - Trusted by 10K+ Clients for Over 6 Years 🌟 πŸš€ 30+ GPU Models for All Your Needs  NVIDIA RTX 4060, A4000, A5000, A6000, 4090, A100, 5090, and more. πŸŽ‰ New Year Sale - Enjoy Up to 50% OFF (Lifetime Discounts!) πŸ’‘ Exclusive Offer for Channel Subscribers: Get 20% OFF on non-discounted services with code: 20_25TE_01. βœ… Sign Up Today and try our service with a FREE 24-Hour Trial. ⏳ Don’t miss this opportunity to power up your projects! πŸ‘‰ Sign Up Now

πŸ”— Master AI (Artificial Intelligence) in 10 days πŸ‘‡πŸ‘‡ Day 1: Introduction to AI - Start with an overview of what AI is and its various applications. - Read articles or watch videos explaining the basics of AI. Day 2-3: Machine Learning Fundamentals - Learn the basics of machine learning, including supervised and unsupervised learning. - Study concepts like data, features, labels, and algorithms. Day 4-5: Deep Learning - Dive into deep learning, understanding neural networks and their architecture. - Learn about popular deep learning frameworks like TensorFlow or PyTorch. Day 6: Natural Language Processing (NLP) - Explore the basics of NLP, including tokenization, sentiment analysis, and named entity recognition. Day 7: Computer Vision - Study computer vision, including image recognition, object detection, and convolutional neural networks. Day 8: AI Ethics and Bias - Explore the ethical considerations in AI and the issue of bias in AI algorithms. Day 9: AI Tools and Resources - Familiarize yourself with AI development tools and platforms. - Learn how to access and use AI datasets and APIs. Day 10: AI Project - Work on a small AI project. For example, build a basic chatbot, create an image classifier, or analyze a dataset using AI techniques. ENJOY LEARNING πŸ‘πŸ‘