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 NLP: Text Summarization and Keyword Extraction on Property Rental Listings – Part 1

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-07-08 | ⏱️ Read time: 13 min read

A practical implementation of NLP techniques such as text summarization, NER, topic modeling, and text…
πŸ“Œ Is LLM Performance Predetermined by Their Genetic Code?

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2024-07-08 | ⏱️ Read time: 9 min read

Exploring phylogenetic algorithms to predict the future of large language models
πŸ€–πŸ§  Artificial Intelligence: A Modern Approach β€” The Ultimate Number 1 Guide to Learning AI by Stuart Russell and Peter Norvig

πŸ—“οΈ 12 Oct 2025
πŸ“š AI News & Trends

When it comes to learning artificial intelligence (AI), few resources hold as much authority as β€œArtificial Intelligence: A Modern Approach” by Stuart Russell and Peter Norvig. Often regarded as the β€œBible of AI”, this textbook has become the most widely used academic reference in the field adopted by over 1,500 universities and institutions worldwide. Published ...

#ArtificialIntelligence #AIModernApproach #StuartRussell #PeterNorvig #AIBible #AIEducation
πŸ“Œ Creative Canvas: Using AI to Paint, Edit, and Stylize Images

πŸ—‚ Category:

πŸ•’ Date: 2024-07-08 | ⏱️ Read time: 22 min read

I explored commercial and open-source photo editing systems for the creative use of AI image…
πŸ“Œ How Many Cars Are in This Aerial Imagery? Let’s Count Them with YOLOv8 from Scratch!

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-07-08 | ⏱️ Read time: 14 min read

A Step-by-Step Guide to Deploy YOLOv8 for Object Detection and Counting on Your Customized Database…
πŸ“Œ AI Is Eating Your Algorithms

πŸ—‚ Category: CHATGPT

πŸ•’ Date: 2024-07-08 | ⏱️ Read time: 10 min read

How simple prompt engineering can replace custom software
πŸ“Œ Neural Network (MLP) for Time Series Forecasting in Practice

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-07-08 | ⏱️ Read time: 18 min read

A Practical Example for Feature Engineering and Constructing an MLP Model
πŸ€–πŸ§  Grok AI Chatbot (2025): Elon Musk’s Bold Answer to Real-Time, Intelligent Conversation

πŸ—“οΈ 12 Oct 2025
πŸ“š AI News & Trends

The year 2025 marks a new era in the evolution of conversational AI and at the center of this transformation stands Grok AI, the innovative chatbot developed by Elon Musk’s company xAI. Grok isn’t just another virtual assistant; it’s a real-time intelligent system that combines deep reasoning with a unique, witty personality. What truly sets ...

#GrokAI #xAI #ConversationalAI #ElonMusk #RealTimeAI #IntelligentChatbot
πŸ“Œ Optimum Assignment and the Hungarian Algorithm

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-07-07 | ⏱️ Read time: 13 min read

This article provides a step by step example of how the Hungarian algorithm solves the…
πŸ“Œ Understanding and Implementing Medprompt

πŸ—‚ Category: CHATGPT

πŸ•’ Date: 2024-07-06 | ⏱️ Read time: 16 min read

Digging into the details behind the prompting framework
πŸ“Œ AI Training Simplified: The Essential Mathematics Explained

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-07-06 | ⏱️ Read time: 4 min read

An Illustrated Overview of Mathematical Logic Used in AI Training
πŸ“Œ How Big Tech Is Exploiting Content Creators, And (Trying To) Get Away With It

πŸ—‚ Category: BIG TECH

πŸ•’ Date: 2024-07-05 | ⏱️ Read time: 20 min read

If you’re reading this, you’re part of the content creator ecosystem: either as a fellow…
πŸ“Œ LLM Alignment: Reward-Based vs Reward-Free Methods

πŸ—‚ Category: MACHINE LEARNING

πŸ•’ Date: 2024-07-05 | ⏱️ Read time: 12 min read

Optimization methods for LLM alignment
πŸ€–πŸ§  Try Powerful Mem0 AI to build Long-Term Memory for AI Agents

πŸ—“οΈ 12 Oct 2025
πŸ“š AI News & Trends

Artificial Intelligence has made incredible leaps in recent years from chatbots that converse naturally to AI agents capable of reasoning and decision-making. However, one major limitation has persisted: memory. Traditional large language models (LLMs) like ChatGPT or Claude can process vast data but fail to remember context across long interactions. This is where Mem0 AI, ...

#Mem0AI #AIAgents #LongTermMemory #ArtificialIntelligence #AIMemory #LLMs
πŸ“Œ Time Series Forecasting in the Age of GenAI: Make Gradient Boosting Behaves like LLMs

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-07-04 | ⏱️ Read time: 6 min read

Applying zero-shot forecasting with standard machine learning models
πŸ“Œ PySpark Explained: Four Ways to Create and Populate DataFrames

πŸ—‚ Category: DATA ENGINEERING

πŸ•’ Date: 2024-07-04 | ⏱️ Read time: 11 min read

From CSVs to databases: loading data into PySpark DataFrames
πŸ“Œ The Machine Learning Guide for Predictive Accuracy: Interpolation and Extrapolation

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2024-07-04 | ⏱️ Read time: 15 min read

Evaluating machine learning models beyond training data
πŸ“Œ How Should You Test Your Machine Learning Project? A Beginner’s Guide

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-07-04 | ⏱️ Read time: 11 min read

A friendly introduction to testing machine learning projects, by using standard libraries such as Pytest…
πŸ€–πŸ§  Top 20 Ultimate Bollywood Diwali Portrait Ideas for Women Using Gemini AI

πŸ—“οΈ 12 Oct 2025
πŸ“š AI News & Trends

Diwali 2025 is around the corner, and celebrations are not just about lights and sweets anymore. With Gemini AI, you can now transform your selfies into cinematic, vintage Bollywood-style portraits that capture the nostalgic charm of the 90s. From glowing diyas to intricate lehengas and sarees, Gemini AI allows you to bring the festival of ...

#BollywoodDiwali #GeminiAI #FestivalPortraits #Diwali2025 #AIImageGeneration #WomenFashion
πŸ“Œ LLM Apps, Crucial Data Skills, Multi-Agent AI Systems, and Other June Must-Reads

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-07-04 | ⏱️ Read time: 4 min read

The stories that resonated the most with our community in the past month