Machine Learning
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Machine learning insights, practical tutorials, and clear explanations for beginners and aspiring data scientists. Follow the channel for models, algorithms, coding guides, and real-world ML applications.

Admin: @HusseinSheikho || @Hussein_Sheikho
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πŸ“Œ The Difference between Duplicate and Reference in Power Query

πŸ—‚ Category: DATA ENGINEERING

πŸ•’ Date: 2025-05-02 | ⏱️ Read time: 9 min read

In Power Query, we can duplicate or reference existing tables. But what are the differences…
πŸ“Œ Want Better Clusters? Try DeepType

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2025-05-02 | ⏱️ Read time: 9 min read

A smarter way to cluster data using deep learning
πŸ“Œ Talking to Kids About AI

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2025-05-02 | ⏱️ Read time: 16 min read

β€œThis is your brain on an LLM”, and other things you shouldn’t say
πŸ“Œ Agentic AI 101: Starting Your Journey Building AI Agents

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2025-05-02 | ⏱️ Read time: 12 min read

Learn the fundamentals of how to create AI Agents.
πŸ“Œ Rust for Python Developers: Why You Should Take a Look at the Rust Programming Language

πŸ—‚ Category: PROGRAMMING

πŸ•’ Date: 2025-05-02 | ⏱️ Read time: 13 min read

Discover how Rust complements Python with speed, safety, and control β€” and why it’s worth…
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πŸ“Œ A Farewell to APMsβ€Šβ€”β€ŠThe Future of Observability is MCP tools

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2025-05-01 | ⏱️ Read time: 10 min read

Like many other fields, the world of observability is about to be turned upside down
πŸ“Œ Step-by-Step Guide to Build and Deploy an LLM-Powered Chat with Memory in Streamlit

πŸ—‚ Category: LARGE LANGUAGE MODELS

πŸ•’ Date: 2025-05-01 | ⏱️ Read time: 17 min read

And monitor your API usage on Google Cloud Console
πŸ“Œ Practical Eigenvectors

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2025-05-01 | ⏱️ Read time: 21 min read

Learn 80% about what they are and their applications with 20% effort
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πŸ“Œ April Must-Reads: Agentic AI, Python, and More

πŸ—‚ Category: THE VARIABLE

πŸ•’ Date: 2025-05-01 | ⏱️ Read time: 3 min read

This week, we celebrate recent articles that resonated the most with our community.
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πŸ“Œ How AI Is Rewriting the Day-to-Day of Data Scientists

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2025-05-01 | ⏱️ Read time: 12 min read

In my past articles, I have explored and compared many AI tools, for example, Google’s…
πŸ“Œ How Would I Learn to Code with ChatGPT if I Had to Start Again

πŸ—‚ Category: CHATGPT

πŸ•’ Date: 2025-05-01 | ⏱️ Read time: 11 min read

Exploring ChatGPT in my 15 years coding learning journey β€” Moving beyond copy-pasting
πŸ“Œ Modern GUI Applications for Computer Vision in Python

πŸ—‚ Category: COMPUTER VISION

πŸ•’ Date: 2025-04-30 | ⏱️ Read time: 15 min read

Create computer vision applications with a modern graphical user interface in Python using OpenCV and…
πŸ“Œ Why Are Convolutional Neural Networks Great For Images?

πŸ—‚ Category: DEEP LEARNING

πŸ•’ Date: 2025-04-30 | ⏱️ Read time: 4 min read

How data symmetry informs neural network architectures
πŸ“Œ Beyond Glorified Curve Fitting: Exploring the Probabilistic Foundations of Machine Learning

πŸ—‚ Category: MACHINE LEARNING

πŸ•’ Date: 2025-04-30 | ⏱️ Read time: 12 min read

An introduction to probabilistic thinking β€” and why it’s the foundation for robust and explainable…
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πŸ“Œ Reinforcement Learning from One Example?

πŸ—‚ Category: MACHINE LEARNING

πŸ•’ Date: 2025-04-30 | ⏱️ Read time: 4 min read

Why 1-shot RLVR might be the breakthrough we’ve been waiting for
πŸ“Œ Turning Product Data into Strategic Decisions

πŸ—‚ Category: PRODUCT MANAGEMENT

πŸ•’ Date: 2025-04-30 | ⏱️ Read time: 14 min read

For business leaders, product analytics isn’t just about tracking KPIs or building dashboards
πŸ“Œ Reducing Time to Value for Data Science Projects: Part 1

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2025-04-30 | ⏱️ Read time: 10 min read

Creating centralized and re-usable components for ease of experimentation
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πŸ“Œ From FOMO to Opportunity: Analytical AI in the Era of LLM Agents

πŸ—‚ Category: LARGE LANGUAGE MODELS

πŸ•’ Date: 2025-04-29 | ⏱️ Read time: 13 min read

Why the gold rush toward LLM agents does not make analytical AI obsolete
πŸ“Œ Data Analyst or Data Engineer or Analytics Engineer or BI Engineerβ€Š?

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2025-04-29 | ⏱️ Read time: 6 min read

What’s the real difference?
πŸ“Œ Building a Scalable and Accurate Audio Interview Transcription Pipeline with Google Gemini

πŸ—‚ Category: LARGE LANGUAGE MODELS

πŸ•’ Date: 2025-04-29 | ⏱️ Read time: 21 min read

From prototype to production: real-world insights into building smarter transcription pipelines with LLMs.
πŸ“Œ How to Level Up Your Technical Skills in This AI Era

πŸ—‚ Category: PRODUCTIVITY

πŸ•’ Date: 2025-04-29 | ⏱️ Read time: 6 min read

AI tools & vibe coding have hidden tradeoffs. Here’s how to use them wisely and…