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 Confidence Interval vs. Prediction Interval

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-11-24 | ⏱️ Read time: 9 min read

A small but important difference that you should know
πŸ“Œ Implementing Streamlit-Authenticator Across Multi-Page Apps

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-11-23 | ⏱️ Read time: 7 min read

Streamlit-Authenticator allows you to add a simple yet robust method for user authentication in a…
πŸ“Œ Engineering the Future: Common Threads in Data, Software, and Artificial Intelligence

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2024-11-23 | ⏱️ Read time: 8 min read

How recognizing cross-discipline commonalities not only enhances recruitment strategies but also supports adaptable IT architectures.
πŸ“Œ Documenting Python Projects with MkDocs

πŸ—‚ Category:

πŸ•’ Date: 2024-11-22 | ⏱️ Read time: 9 min read

Use Markdown to quickly create a beautiful documentation page for your projects
πŸ“Œ Productionising GenAI Agents: Evaluating Tool Selection with Automated Testing

πŸ—‚ Category: MACHINE LEARNING

πŸ•’ Date: 2024-11-22 | ⏱️ Read time: 21 min read

How to create reliable and scalable GenAI Agents for real-world applications
πŸ“Œ Don’t Be Afraid to Use Machine Learning for Simple Tasks

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-11-22 | ⏱️ Read time: 7 min read

A common misconception across industries
πŸ“Œ How Spotify Implemented Personalized Audiobook Recommendations

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2024-11-22 | ⏱️ Read time: 9 min read

Personalized audiobook recommendations using graph neural networks
πŸ“Œ Dynamic, Lazy Dependency Injection in Python

πŸ—‚ Category: CODING

πŸ•’ Date: 2024-11-22 | ⏱️ Read time: 7 min read

Automatic Python dependency injection to make your code more testable, decoupled, uncomplicated and readable
πŸ“Œ LLM Routing – Intuitively and Exhaustively Explained

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2024-11-22 | ⏱️ Read time: 69 min read

Dynamically Choosing the Right LLM
πŸ“Œ Another Hike Up Everest

πŸ—‚ Category:

πŸ•’ Date: 2024-11-22 | ⏱️ Read time: 9 min read

How to make progress on hard problems in AI
πŸ“Œ Are You Sure You Want to Become a Data Science Manager?

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-11-22 | ⏱️ Read time: 18 min read

Don’t rush into the fancy title until you have read this.
πŸ“Œ NuCS: A Constraint Solver for Research, Teaching, and Production Applications

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-11-22 | ⏱️ Read time: 6 min read

Blazing-fast constraint solving in pure Python
πŸ“Œ Neuromorphic Computing – an Edgier, Greener AI

πŸ—‚ Category: DEEP LEARNING

πŸ•’ Date: 2024-11-22 | ⏱️ Read time: 18 min read

There are periodic proclamations of the coming neuromorphic computing revolution. While there remain substantial challenges…
πŸ“Œ Dynamic Visualizations in Python

πŸ—‚ Category:

πŸ•’ Date: 2024-11-21 | ⏱️ Read time: 8 min read

How to animate plots with OpenCV and Matplotlib
πŸ“Œ ChatGPT: Two Years Later

πŸ—‚ Category: CHATGPT

πŸ•’ Date: 2024-11-21 | ⏱️ Read time: 25 min read

Tracing the impact of the generative AI revolution
πŸ“Œ Graph Neural Networks: Fraud Detection and Protein Function Prediction

πŸ—‚ Category: MACHINE LEARNING

πŸ•’ Date: 2024-11-21 | ⏱️ Read time: 8 min read

Understanding AI applications in bio for machine learning engineers
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πŸ“Œ Building LLM Apps That Can See, Think, and Integrate: Using o3 with Multimodal Input and Structured Output

πŸ—‚ Category: LARGE LANGUAGE MODELS

πŸ•’ Date: 2025-09-20 | ⏱️ Read time: 12 min read

A hands-on example of building a time-series anomaly detection system entirely through visualization and prompting
πŸ“Œ The SyncNet Research Paper, Clearly Explained

πŸ—‚ Category: DEEP LEARNING

πŸ•’ Date: 2025-09-20 | ⏱️ Read time: 11 min read

A Deep Dive into β€œOut of Time: Automated Lip Sync in the Wild”
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πŸ“Œ Leverage Python Inheritance in ML projects

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-11-21 | ⏱️ Read time: 6 min read

Learn how to implement coding best practices to avoid tech debts
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πŸ“Œ Cluster While Predict: Iterative Methods for Regression and Classification

πŸ—‚ Category: MACHINE LEARNING

πŸ•’ Date: 2024-11-21 | ⏱️ Read time: 11 min read

Predictive and prescriptive analytics to bridge the gap between segmentation and prediction for real-world applications
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