Machine Learning
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Real Machine Learning β€” simple, practical, and built on experience.
Learn step by step with clear explanations and working code.

Admin: @HusseinSheikho || @Hussein_Sheikho
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πŸ“Œ I Stole a Wall Street Trick to Solve a Google Trends Data Problem

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2026-03-09 | ⏱️ Read time: 14 min read

A methodology for comparing Google Trends data across countries.

#DataScience #AI #Python
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πŸ“Œ Building a Like-for-Like solution for Stores in Power BI

πŸ—‚ Category: DATA ANALYSIS

πŸ•’ Date: 2026-03-10 | ⏱️ Read time: 10 min read

Like-for-Like (L4L) solutions are essential for comparing elements. It’s about comparing only comparable elements, in…

#DataScience #AI #Python
πŸ“Œ What Are Agent Skills Beyond Claude?

πŸ—‚ Category: AGENTIC AI

πŸ•’ Date: 2026-03-10 | ⏱️ Read time: 6 min read

How to design and implement agent skills for custom agents outside the Claude ecosystem

#DataScience #AI #Python
πŸ—‚ A fresh deep learning course from MIT is now publicly available

A full-fledged educational course has been published on the university's website: 24 lectures, practical assignments, homework, and a collection of materials for self-study.

The program includes modern neural network architectures, generative models, transformers, inference, and other key topics.

➑️ Link to the course

tags: #Python #DataScience #DeepLearning #AI
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πŸ“Œ Hybrid Neuro-Symbolic Fraud Detection: Guiding Neural Networks with Domain Rules

πŸ—‚ Category: DEEP LEARNING

πŸ•’ Date: 2026-03-10 | ⏱️ Read time: 14 min read

I really thought I was onto something big: add a couple of simple domain rules…

#DataScience #AI #Python
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πŸ“Œ When Data Lies: Finding Optimal Strategies for Penalty Kicks with Game Theory

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2026-03-10 | ⏱️ Read time: 9 min read

A data-driven introduction to game theory, Nash equilibrium, and strategic decision-making

#DataScience #AI #Python
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πŸ“Œ How the Fourier Transform Converts Sound Into Frequencies

πŸ—‚ Category: MACHINE LEARNING

πŸ•’ Date: 2026-03-11 | ⏱️ Read time: 26 min read

A visual, intuition-first guide to understanding what the math is really doing β€” from winding…

#DataScience #AI #Python
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πŸ“Œ An Intuitive Guide to MCMC (Part I): The Metropolis-Hastings Algorithm

πŸ—‚ Category: MATH

πŸ•’ Date: 2026-03-11 | ⏱️ Read time: 14 min read

Tired of the AI hype? Let’s talk about the probabilistic algorithms actually driving high-end quantitative…

#DataScience #AI #Python
πŸ“Œ Spectral Clustering Explained: How Eigenvectors Reveal Complex Cluster Structures

πŸ—‚ Category: MACHINE LEARNING

πŸ•’ Date: 2026-03-11 | ⏱️ Read time: 10 min read

Understanding why spectral clustering outperforms K-means

#DataScience #AI #Python
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πŸ“Œ Why Most A/B Tests Are Lying to You

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2026-03-11 | ⏱️ Read time: 14 min read

The 4 statistical sins that invalidate most A/B tests, plus a pre-test checklist and Bayesian…

#DataScience #AI #Python
πŸ“Œ Exploratory Data Analysis for Credit Scoring with Python

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2026-03-12 | ⏱️ Read time: 16 min read

Understanding default risk through statistical analysis of borrower and loan characteristics.

#DataScience #AI #Python
Machine Learning in python.pdf
1 MB
Machine Learning in Python (Course Notes)

I just went through an amazing resource on #MachineLearning in #Python by 365 Data Science, and I had to share the key takeaways with you!

Here’s what you’ll learn:

πŸ”˜ Linear Regression - The foundation of predictive modeling

πŸ”˜ Logistic Regression - Predicting probabilities and classifications

πŸ”˜ Clustering (K-Means, Hierarchical) - Making sense of unstructured data

πŸ”˜ Overfitting vs. Underfitting - The balancing act every ML engineer must master

πŸ”˜ OLS, R-squared, F-test - Key metrics to evaluate your models

https://t.me/CodeProgrammer || Share 🌐 and Like πŸ‘
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Follow the Machine Learning with Python channel on WhatsApp: https://whatsapp.com/channel/0029VaC7Weq29753hpcggW2A
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πŸ“Œ Solving the Human Training Data Problem

πŸ—‚ Category: LARGE LANGUAGE MODELS

πŸ•’ Date: 2026-03-12 | ⏱️ Read time: 18 min read

How AI has completely transformed the way I study as a graduate student

#DataScience #AI #Python
πŸ“Œ Scaling Vector Search: Comparing Quantization and Matryoshka Embeddings for 80% Cost Reduction

πŸ—‚ Category: MACHINE LEARNING

πŸ•’ Date: 2026-03-12 | ⏱️ Read time: 11 min read

Navigating the performance cliff: How pairing MRL with int8 and binary quantization balances infrastructure costs…

#DataScience #AI #Python
πŸ“Œ I Finally Built My First AI App (And It Wasn’t What I Expected)

πŸ—‚ Category: LARGE LANGUAGE MODELS

πŸ•’ Date: 2026-03-12 | ⏱️ Read time: 14 min read

A beginner-friendly walkthrough of API calls, environment variables, and real-world AI infrastructure

#DataScience #AI #Python
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πŸ“Œ A Tale of Two Variances: Why NumPy and Pandas Give Different Answers

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2026-03-13 | ⏱️ Read time: 7 min read

Imagine you are analyzing a small dataset: You want to calculate some summary statistics to…

#DataScience #AI #Python
πŸ“Œ How to Build Agentic RAG with Hybrid Search

πŸ—‚ Category: RAG

πŸ•’ Date: 2026-03-13 | ⏱️ Read time: 7 min read

Learn how to build a powerful agentic RAG system

#DataScience #AI #Python