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
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πŸ“Œ Interpreting Weight Regularization In Machine Learning

πŸ—‚ Category: DEEP LEARNING

πŸ•’ Date: 2024-08-23 | ⏱️ Read time: 9 min read

Why do L1 and L2 regularization result in model sparsity and weight shrinkage? What about…
πŸ“Œ DBSCAN, Explained in 5 Minutes

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-08-23 | ⏱️ Read time: 5 min read

Fastest implementation in python
πŸ“Œ An Introduction to Quantum Computers and Quantum Coding

πŸ—‚ Category:

πŸ•’ Date: 2024-08-23 | ⏱️ Read time: 18 min read

Demystifying the novel world of quantum computing, quantum programming, and quantum algorithms.
πŸ“Œ Art Guard: Protecting Your Online Images From Generative AI

πŸ—‚ Category: MACHINE LEARNING

πŸ•’ Date: 2024-08-23 | ⏱️ Read time: 21 min read

Steps you can take to prevent bots from scraping and using your art to train…
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πŸ“Œ The Tournament of Reinforcement Learning: DDPG, SAC, PPO, I2A, Decision Transformer

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2024-08-23 | ⏱️ Read time: 15 min read

Training simulated humanoid robots to fight using five new Reinforcement Learning papers
πŸ“Œ BERT – Intuitively and Exhaustively Explained

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-08-23 | ⏱️ Read time: 58 min read

Baking General Understanding into Language Models
πŸ“Œ Building an Agentic Retrieval-Augmented Generation (RAG) System with IBM Watsonx and Langchain

πŸ—‚ Category:

πŸ•’ Date: 2024-08-23 | ⏱️ Read time: 6 min read

A quick-start tutorial
πŸ“Œ Building an Image Similarity Search Engine with FAISS and CLIP

πŸ—‚ Category: DEEP LEARNING

πŸ•’ Date: 2024-08-23 | ⏱️ Read time: 6 min read

A guided tutorial explaining how to search your image dataset with text or photo queries,…
πŸ“Œ Reinforcement Learning, Part 7: Introduction to Value-Function Approximation

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2024-08-22 | ⏱️ Read time: 13 min read

Scaling reinforcement learning from tabular methods to large spaces
πŸ“Œ Why Does Position-Based Chunking Lead to Poor Performance in RAGs?

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2024-08-22 | ⏱️ Read time: 12 min read

How to implement semantic chunking and gain better results.
πŸ“Œ A Data Science Leader’s Guide to Ensuring Every Project Drives Business Value

πŸ—‚ Category: CAREER ADVICE

πŸ•’ Date: 2024-08-22 | ⏱️ Read time: 9 min read

Lessons from someone who manages a team of 8
πŸ“Œ Graph RAG – A conceptual introduction

πŸ—‚ Category:

πŸ•’ Date: 2024-08-22 | ⏱️ Read time: 10 min read

Graph RAG answers the big questions where text embeddings won’t help you.
πŸ“Œ What It Takes To Build a Great Graph

πŸ—‚ Category:

πŸ•’ Date: 2024-08-22 | ⏱️ Read time: 8 min read

Our world is composed of relationships. Who we know, how we interact, how we transact…
πŸ“Œ The Floyd-Warshall Algorithm From Graph Theory, Applied to Parsing Molecular Structures

πŸ—‚ Category: CHEMISTRY

πŸ•’ Date: 2024-08-22 | ⏱️ Read time: 10 min read

Hands-on explanations assisted by simple JavaScript code
πŸ“Œ LLM Agents, Text Vectorization, Advanced SQL, and Other Must-Reads by Our Newest Authors

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-08-22 | ⏱️ Read time: 4 min read

Our weekly selection of must-read Editors’ Picks and original features
πŸ“Œ Structured State Space Models Visually Explained

πŸ—‚ Category: DEEP LEARNING

πŸ•’ Date: 2024-08-22 | ⏱️ Read time: 21 min read

Part 2 – Towards Mamba State Space Models for Images, Videos and Time Series
πŸ“Œ SQL User Defined Functions (UDFs)

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-08-22 | ⏱️ Read time: 11 min read

A tutorial on mastering SQL UDFs: categories, use cases, and difference from stored procedures
πŸ“Œ Learning to Unlearn: Why Data Scientists and AI Practitioners Should Understand Machine Unlearning

πŸ—‚ Category: MACHINE LEARNING

πŸ•’ Date: 2024-08-22 | ⏱️ Read time: 24 min read

Explore the intersections between privacy and AI with a guide to removing the impact of…
πŸ“Œ Linear Programming: The Stock Cutting Problem

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-08-22 | ⏱️ Read time: 13 min read

Part 2 – Linear Programming Example Deep Dive
πŸ“Œ The Forgotten Guiding Role of Data Modelling

πŸ—‚ Category: DATA ENGINEERING

πŸ•’ Date: 2024-08-21 | ⏱️ Read time: 12 min read

Getting to the bottom of what structuring your data responsibly really means