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 Retrieval for Time-Series: How Looking Back Improves Forecasts

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2026-01-08 | ⏱️ Read time: 13 min read

Why Retrieval Helps in Time Series Forecasting We all know how it goes: Time-series data…

#DataScience #AI #Python
πŸ“Œ How to Improve the Performance of Visual Anomaly Detection Models

πŸ—‚ Category: COMPUTER VISION

πŸ•’ Date: 2026-01-08 | ⏱️ Read time: 6 min read

Apply the best methods from academia to get the most out of practical applications

#DataScience #AI #Python
πŸ“Œ Faster Is Not Always Better: Choosing the Right PostgreSQL Insert Strategy in Python (+Benchmarks)

πŸ—‚ Category: DATA ENGINEERING

πŸ•’ Date: 2026-01-08 | ⏱️ Read time: 6 min read

PostgreSQL is fast. Whether your Python code can or should keep up depends on context.…

#DataScience #AI #Python
πŸ“Œ Data Science Spotlight: Selected Problems from Advent of Code 2025

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2026-01-09 | ⏱️ Read time: 19 min read

Hands-on walkthroughs of problems and solution approaches that power real‑world data science use cases

#DataScience #AI #Python
πŸ“Œ Mastering Non-Linear Data: A Guide to Scikit-Learn’s SplineTransformer

πŸ—‚ Category: MACHINE LEARNING

πŸ•’ Date: 2026-01-09 | ⏱️ Read time: 7 min read

Forget stiff lines and wild polynomials. Discover why Splines are the β€œGoldilocks” of feature engineering,…

#DataScience #AI #Python
πŸ“Œ Teaching a Neural Network the Mandelbrot Set

πŸ—‚ Category: MACHINE LEARNING

πŸ•’ Date: 2026-01-09 | ⏱️ Read time: 10 min read

And why Fourier features change everything

#DataScience #AI #Python
πŸ“Œ TDS Newsletter: December Must-Reads on GraphRAG, Data Contracts, and More

πŸ—‚ Category: THE VARIABLE

πŸ•’ Date: 2026-01-08 | ⏱️ Read time: 3 min read

Don’t miss our most popular articles of the previous month

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πŸ“Œ Beyond the Flat Table: Building an Enterprise-Grade Financial Model in Power BI

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2026-01-10 | ⏱️ Read time: 11 min read

A step-by-step journey through data transformation, star schema modeling, and DAX variance analysis with lessons…

#DataScience #AI #Python
πŸ“Œ How LLMs Handle Infinite Context With Finite Memory

πŸ—‚ Category: LARGE LANGUAGE MODELS

πŸ•’ Date: 2026-01-09 | ⏱️ Read time: 10 min read

Achieving infinite context with 114Γ— less memory

#DataScience #AI #Python
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πŸ“Œ Federated Learning, Part 1: The Basics of Training Models Where the Data Lives

πŸ—‚ Category: FEDERATED LEARNING

πŸ•’ Date: 2026-01-10 | ⏱️ Read time: 10 min read

Understanding the foundations of federated learning

#DataScience #AI #Python
πŸ“Œ Automatic Prompt Optimization for Multimodal Vision Agents: A Self-Driving Car Example

πŸ—‚ Category: AGENTIC AI

πŸ•’ Date: 2026-01-11 | ⏱️ Read time: 23 min read

Walkthrough using open-source prompt optimization algorithms in Python to improve the accuracy of an autonomous…

#DataScience #AI #Python
πŸ“Œ How to Leverage Slash Commands to Code Effectively

πŸ—‚ Category: LLM APPLICATIONS

πŸ•’ Date: 2026-01-11 | ⏱️ Read time: 8 min read

Learn how I utilize slash commands to be a more efficient engineer

#DataScience #AI #Python
πŸ“Œ How AI Can Become Your Personal Language Tutor

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2026-01-12 | ⏱️ Read time: 11 min read

How I used n8n to build AI study partners for learning Mandarin: vocabulary, listening, and…

#DataScience #AI #Python
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πŸ“Œ Why 90% Accuracy in Text-to-SQL is 100% Useless

πŸ—‚ Category: LARGE LANGUAGE MODELS

πŸ•’ Date: 2026-01-12 | ⏱️ Read time: 9 min read

The eternal promise of self-service analytics

#DataScience #AI #Python
πŸ“Œ When Does Adding Fancy RAG Features Work?

πŸ—‚ Category: LARGE LANGUAGE MODELS

πŸ•’ Date: 2026-01-12 | ⏱️ Read time: 23 min read

Looking at the performance of different pipelines

#DataScience #AI #Python
πŸ“Œ Optimizing Data Transfer in Batched AI/ML Inference Workloads

πŸ—‚ Category: DATA ENGINEERING

πŸ•’ Date: 2026-01-12 | ⏱️ Read time: 13 min read

A deep dive on data transfer bottlenecks, their identification, and their resolution with the help…

#DataScience #AI #Python