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 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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πŸ“Œ Building a Vision Inspection CNN for an Industrial Application

πŸ—‚ Category:

πŸ•’ Date: 2024-11-21 | ⏱️ Read time: 34 min read

A step-by-step approach using PyTorch
πŸ“Œ Explaining LLMs for RAG and Summarization

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-11-21 | ⏱️ Read time: 9 min read

A fast and low-resource method using similarity-based attribution
πŸ“Œ Getting Started with Multimodal AI, One-Hot Encoding, and Other Beginner-Friendly Guides

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-11-21 | ⏱️ Read time: 5 min read

Our weekly selection of must-read Editors’ Picks and original features
πŸ“Œ How to Easily Deploy a Local Generative Search Engine Using VerifAI

πŸ—‚ Category: LARGE LANGUAGE MODELS

πŸ•’ Date: 2024-11-21 | ⏱️ Read time: 10 min read

An open-source initiative to help you deploy generative search based on your local files and…
πŸ“Œ Is ReFT All We Needed?

πŸ—‚ Category: DEEP LEARNING

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

Representation Fintuning – Beyond the PEFT Techniques for fine-tuning LLMs
πŸ“Œ How to Build a Data-Driven Customer Management System

πŸ—‚ Category: BUSINESS

πŸ•’ Date: 2024-11-20 | ⏱️ Read time: 16 min read

A High-Level Framework for Building a CBM System with Strategic Impact
πŸ“Œ Boost Your Python Code with CUDA

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-11-20 | ⏱️ Read time: 12 min read

Target your GPU easily with Numba’s CUDA JIT
πŸ“Œ Your Data Quality Checks Are Worth Less (Than You Think)

πŸ—‚ Category: ANALYTICS

πŸ•’ Date: 2024-11-20 | ⏱️ Read time: 6 min read

How to deliver outsized value on your data quality program
πŸ“Œ Building a Research Assistant That Can Write to Google Docs (Part 2)

πŸ—‚ Category: MACHINE LEARNING

πŸ•’ Date: 2024-11-20 | ⏱️ Read time: 14 min read

A tool that might help with your homework
πŸ“Œ Building a Research Agent That Can Write to Google Docs (Part 1)

πŸ—‚ Category:

πŸ•’ Date: 2024-11-20 | ⏱️ Read time: 18 min read

A tool that might help with your homework
πŸ“Œ LoRA Fine-Tuning On Your Apple Silicon MacBook

πŸ—‚ Category:

πŸ•’ Date: 2024-11-20 | ⏱️ Read time: 11 min read

Let’s Go Step-By-Step Fine-Tuning On Your MacBook
πŸ“Œ Water Cooler Small Talk: Why Does the Monty Hall Problem Still Bother Us?

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-11-20 | ⏱️ Read time: 10 min read

A look at the counterintuitive mathematics of game show puzzles
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πŸ“Œ Einstein Notation: A New Lens on Transformers

πŸ—‚ Category: MACHINE LEARNING

πŸ•’ Date: 2024-11-20 | ⏱️ Read time: 9 min read

Transforming the Math of the Transformer Model
πŸ“Œ Collision Risk in Hash-Based Surrogate Keys

πŸ—‚ Category: DATA ENGINEERING

πŸ•’ Date: 2024-11-20 | ⏱️ Read time: 14 min read

Various aspects and real-life analogies of the odds of having a hash collision when computing…
πŸ“Œ How to Answer Business Questions with Data

πŸ—‚ Category: BUSINESS

πŸ•’ Date: 2024-11-19 | ⏱️ Read time: 15 min read

Data analysis is the key to drive business decisions through answering abstract business questions but…
πŸ“Œ Third-Year Work Anniversary as a Data Scientist: Growth, Reflections and Acceptance

πŸ—‚ Category: CAREER ADVICE

πŸ•’ Date: 2024-11-19 | ⏱️ Read time: 8 min read

A letter to myself and fellow data scientists