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 Dog Poop Compass: Bayesian Analysis of Canine Business

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-11-25 | ⏱️ Read time: 23 min read

A Bayesian analysis of canine business
πŸ“Œ Trapped in the Net: Where is a Foundation Model for Graphs?

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2024-11-25 | ⏱️ Read time: 12 min read

Disconnected from the other modalities graphs wait for their AI revolution: is it coming?
πŸ“Œ Why Batch Normalization Matters for Deep Learning

πŸ—‚ Category: DEEP LEARNING

πŸ•’ Date: 2024-11-25 | ⏱️ Read time: 13 min read

Discover the role of batch normalization in streamlining neural network training and improving model performance
πŸ“Œ Bias-Variance Tradeoff, Explained: A Visual Guide with Code Examples for Beginners

πŸ—‚ Category: MACHINE LEARNING

πŸ•’ Date: 2024-11-25 | ⏱️ Read time: 22 min read

How underfitting and overfitting fight over your models
πŸ“Œ Step-by-Step Guide for Building Waffle Charts in Plotly

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-11-25 | ⏱️ Read time: 13 min read

Learn how to create custom waffle charts in Python using Plotly for data visualization
πŸ“Œ Perform Outlier Detection More Effectively Using Subsets of Features

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-11-24 | ⏱️ Read time: 38 min read

Identify relevant subspaces: subsets of features that allow you to most effectively perform outlier detection…
πŸ“Œ The Difference Between ML Engineers and Data Scientists

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2024-11-24 | ⏱️ Read time: 6 min read

Helping you decide whether you want to be a data scientist or machine learning engineer
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