Machine Learning – Telegram
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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📌 Does Semi-Supervised Learning Help to Train Better Models?

🗂 Category: MACHINE LEARNING

🕒 Date: 2024-09-09 | ⏱️ Read time: 8 min read

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

🗂 Category: LARGE LANGUAGE MODELS

🕒 Date: 2024-09-09 | ⏱️ Read time: 11 min read

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

🗂 Category: LARGE LANGUAGE MODELS

🕒 Date: 2024-09-09 | ⏱️ Read time: 14 min read

Transform raw trannoscripts into well-structured documents
📌 Are We Alone?

🗂 Category: SCIENCE AND TECHNOLOGY

🕒 Date: 2024-09-08 | ⏱️ Read time: 12 min read

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

🗂 Category:

🕒 Date: 2024-09-08 | ⏱️ Read time: 18 min read

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

🗂 Category: DATA SCIENCE

🕒 Date: 2024-09-08 | ⏱️ Read time: 15 min read

A beginner-friendly guide
📌 Intuitive Explanation of Async / Await in JavaScript

🗂 Category: JAVASCRIPT

🕒 Date: 2024-09-08 | ⏱️ Read time: 11 min read

Designing asynchronous pipelines for efficient data processing
📌 Communicating with the Cosmos

🗂 Category:

🕒 Date: 2024-09-08 | ⏱️ Read time: 15 min read

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

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2024-09-08 | ⏱️ Read time: 5 min read

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

🗂 Category:

🕒 Date: 2024-09-07 | ⏱️ Read time: 11 min read

Using OpenCV to auto-detect puzzle and redraw the final answer
📌 From Stars to Life

🗂 Category:

🕒 Date: 2024-09-07 | ⏱️ Read time: 12 min read

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

🗂 Category: DATA SCIENCE

🕒 Date: 2024-09-07 | ⏱️ Read time: 8 min read

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

🗂 Category: DATA SCIENCE

🕒 Date: 2024-09-07 | ⏱️ Read time: 15 min read

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

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2024-09-07 | ⏱️ Read time: 11 min read

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

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2024-09-07 | ⏱️ Read time: 16 min read

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

🗂 Category: DATA SCIENCE

🕒 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…
📌 Why Ratios Trump Raw Numbers in Business Health

🗂 Category: DATA SCIENCE

🕒 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…
📌 Heatmap for Confusion Matrix in Python

🗂 Category: DATA SCIENCE

🕒 Date: 2024-09-06 | ⏱️ Read time: 5 min read

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

🗂 Category:

🕒 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…
📌 An Intuitive Introduction to Reinforcement Learning, Part I

🗂 Category: MACHINE LEARNING

🕒 Date: 2024-09-06 | ⏱️ Read time: 21 min read

Exploring popular reinforcement learning environments, in a beginner-friendly way
📌 Scaling Numerical Data, Explained: A Visual Guide with Code Examples for Beginners

🗂 Category: DATA SCIENCE

🕒 Date: 2024-09-06 | ⏱️ Read time: 10 min read

Transforming adult-sized data for child-like models