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
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πŸ“Œ A Data Scientist’s Guide to Stakeholders

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-09-26 | ⏱️ Read time: 8 min read

How data scientists can best communicate with non-DS people
πŸ“Œ Mastering Marketing Mix Modelling In Python

πŸ—‚ Category: MACHINE LEARNING

πŸ•’ Date: 2024-09-26 | ⏱️ Read time: 24 min read

Part 1 of a hands-on guide to help you master MMM in pymc
πŸ“Œ The Pareto Principle in Data Engineering

πŸ—‚ Category: ANALYTICS

πŸ•’ Date: 2024-09-26 | ⏱️ Read time: 7 min read

One step forward; no steps back
πŸ“Œ The Art of Tokenization: Breaking Down Text for AI

πŸ—‚ Category: LARGE LANGUAGE MODELS

πŸ•’ Date: 2024-09-26 | ⏱️ Read time: 11 min read

Demystifying NLP: From Text to Embeddings
πŸ“Œ A Close Look at AI Pain Points, and How to (Sometimes) Resolve Them

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2024-09-26 | ⏱️ Read time: 4 min read

Our weekly selection of must-read Editors’ Picks and original features
πŸ“Œ Beyond Line and Bar Charts: 7 Less Common But Powerful Visualization Types

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-09-26 | ⏱️ Read time: 13 min read

Step up your data storytelling game with these creative and insightful visualizations
πŸ“Œ From Zero to App: Building a Database-Driven Streamlit App with Python

πŸ—‚ Category: PROGRAMMING

πŸ•’ Date: 2024-09-26 | ⏱️ Read time: 6 min read

A beginner’s guide to build a functional Streamlit App with SQLite Integration
πŸ“Œ Make Your Way from Pandas to PySpark

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-09-26 | ⏱️ Read time: 9 min read

Learn a few basic commands to start transitioning from Pandas to PySpark
πŸ“Œ Hyperparameter Optimization with Genetic Algorithms – A Hands-On Tutorial

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-09-26 | ⏱️ Read time: 13 min read

A step-by-step tutorial of using genetic algorithms for optimization tasks.
πŸ“Œ How to Make Your Data Science/ML Engineer Workflow More Effective

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-09-26 | ⏱️ Read time: 5 min read

Learn how you can use VS Code interactive window to program more effectively
πŸ“Œ LLM Fine-tuning – FAQs

πŸ—‚ Category: LARGE LANGUAGE MODELS

πŸ•’ Date: 2024-09-26 | ⏱️ Read time: 8 min read

Answering the most common questions I received as an AI consultant
πŸ“Œ Working with Embeddings: Closed versus Open Source

πŸ—‚ Category: MACHINE LEARNING

πŸ•’ Date: 2024-09-26 | ⏱️ Read time: 20 min read

Using techniques to improve semantic search
πŸ“Œ Dummy Regressor, Explained: A Visual Guide with Code Examples for Beginners

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-09-26 | ⏱️ Read time: 7 min read

Naively choosing the best number for all of your prediction
πŸ“Œ Preparing Video Data for Deep Learning: Introducing Vid Prepper

πŸ—‚ Category: MACHINE LEARNING

πŸ•’ Date: 2025-09-29 | ⏱️ Read time: 13 min read

A guide to fast video data preprocessing for machine learning
πŸ“Œ I Made My AI Model 84% Smaller and It Got Better, Not Worse

πŸ—‚ Category: LARGE LANGUAGE MODELS

πŸ•’ Date: 2025-09-29 | ⏱️ Read time: 20 min read

The counterintuitive approach to AI optimization that’s changing how we deploy models
πŸ“Œ MCP in Practice

πŸ—‚ Category: AGENTIC AI

πŸ•’ Date: 2025-09-29 | ⏱️ Read time: 14 min read

Mapping power, concentration, and usage in the emerging AI developer ecosystem
πŸ“Œ Simulate the Challenges of a Circular Economy for Fashion Retail

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-09-26 | ⏱️ Read time: 17 min read

Use data analytics to simulate a circular rental model for fashion retail and understand store…
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πŸ“Œ VisionTS: Building Superior Forecasting Models from Images

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2024-09-26 | ⏱️ Read time: 9 min read

Leveraging the power of images for time-series forecasting