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 Does Semi-Supervised Learning Help to Train Better Models?

πŸ—‚ Category: MACHINE LEARNING

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

Evaluating how semi-supervised learning can leverage unlabeled data
πŸ“Œ Benchmarking Hallucination Detection Methods in RAG

πŸ—‚ Category: LARGE LANGUAGE MODELS

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

Evaluating methods to enhance reliability in LLM-generated responses.
πŸ“Œ Automate Video Chaptering with LLMs and TF-IDF

πŸ—‚ Category: LARGE LANGUAGE MODELS

πŸ•’ Date: 2024-09-09 | ⏱️ Read time: 14 min read

Transform raw transcripts into well-structured documents
πŸ“Œ Are We Alone?

πŸ—‚ Category: SCIENCE AND TECHNOLOGY

πŸ•’ Date: 2024-09-08 | ⏱️ Read time: 12 min read

The Real Odds of Encountering Alien Life (Part 5 of the Drake Equation Series)
πŸ“Œ Galactic Distances

πŸ—‚ Category:

πŸ•’ Date: 2024-09-08 | ⏱️ Read time: 18 min read

How Far Are We from Alien Civilizations? (Part 4 of the Drake Equation Series)
πŸ“Œ Python QuickStart for People Learning AI

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-09-08 | ⏱️ Read time: 15 min read

A beginner-friendly guide
πŸ“Œ Intuitive Explanation of Async / Await in JavaScript

πŸ—‚ Category: JAVASCRIPT

πŸ•’ Date: 2024-09-08 | ⏱️ Read time: 11 min read

Designing asynchronous pipelines for efficient data processing
πŸ“Œ Communicating with the Cosmos

πŸ—‚ Category:

πŸ•’ Date: 2024-09-08 | ⏱️ Read time: 15 min read

Estimating Alien Civilizations (Part 3 of the Drake Equation Series)
πŸ“Œ Understanding Einstein’s Notation and einsum Multiplication

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2024-09-08 | ⏱️ Read time: 5 min read

Perform higher-order tensor operations with string notation
πŸ“Œ How I Solved LinkedIn Queens Game Using Backtracking

πŸ—‚ Category:

πŸ•’ Date: 2024-09-07 | ⏱️ Read time: 11 min read

Using OpenCV to auto-detect puzzle and redraw the final answer
πŸ“Œ From Stars to Life

πŸ—‚ Category:

πŸ•’ Date: 2024-09-07 | ⏱️ Read time: 12 min read

A Data-Driven Journey (Part 2 of the Drake Equation Series)
πŸ“Œ Calculating Contact

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-09-07 | ⏱️ Read time: 8 min read

A Data-Driven Look at Alien Civilizations (Part 1 of the Drake Equation Series)
πŸ“Œ The Price of Gold: Is Olympic Success Reserved for the Wealthy?

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-09-07 | ⏱️ Read time: 15 min read

Analyzing 30 years of Olympic Games medals distribution and national wealth indicators
πŸ“Œ From Theory to Practice with Particle Swarm Optimization, Using Python

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2024-09-07 | ⏱️ Read time: 11 min read

Here’s a tutorial on what PSO is and how to use it
πŸ“Œ Forever Learning: Why AI Struggles with Adapting to New Challenges

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2024-09-07 | ⏱️ Read time: 16 min read

Understanding the limits of deep learning and the quest for true continual adaptation
πŸ“Œ Achieve Better Classification Results with ClassificationThresholdTuner

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-09-07 | ⏱️ Read time: 37 min read

A python tool to tune and visualize the threshold choices for binary and multi-class classification…
πŸ“Œ Why Ratios Trump Raw Numbers in Business Health

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-09-06 | ⏱️ Read time: 5 min read

Understanding ratios is key to unlocking deeper insights into your business’s health and driving smarter…
πŸ“Œ Heatmap for Confusion Matrix in Python

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-09-06 | ⏱️ Read time: 5 min read

One image can be worth of thousands words.
πŸ“Œ How to Implement Graph RAG Using Knowledge Graphs and Vector Databases

πŸ—‚ Category:

πŸ•’ Date: 2024-09-06 | ⏱️ Read time: 49 min read

The accompanying code for this tutorial is here. My last blog post was about how to implement knowledge…
πŸ“Œ An Intuitive Introduction to Reinforcement Learning, Part I

πŸ—‚ Category: MACHINE LEARNING

πŸ•’ Date: 2024-09-06 | ⏱️ Read time: 21 min read

Exploring popular reinforcement learning environments, in a beginner-friendly way