Machine Learning
38.9K subscribers
3.72K photos
31 videos
40 files
1.29K links
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
Download Telegram
πŸ“Œ How to Network as a Data Scientist

πŸ—‚ Category: CAREER ADVICE

πŸ•’ Date: 2024-08-26 | ⏱️ Read time: 8 min read

Times are changing – if you want to get into data science, you have to…
❀1
πŸ“Œ Solving The Travelling Salesman Problem Using A Genetic Algorithm

πŸ—‚ Category: MACHINE LEARNING

πŸ•’ Date: 2024-08-25 | ⏱️ Read time: 16 min read

An Exploration with Python
πŸ“Œ Automating ETL to SFTP Server Using Python and SQL

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-08-24 | ⏱️ Read time: 19 min read

Learn how to automate a daily data transfer process on Windows, from PostgreSQL database to…
πŸ“Œ Advanced SQL for Data Science

πŸ—‚ Category: ANALYTICS

πŸ•’ Date: 2024-08-24 | ⏱️ Read time: 15 min read

Expert techniques to elevate your analysis
πŸ“Œ Deploy Models with AWS SageMaker Endpoints – Step by Step Implementation

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-08-30 | ⏱️ Read time: 13 min read

A 4-step tutorial on creating a SageMaker endpoint and calling it.
πŸ“Œ A Simple Framework for RAG Enhanced Visual Question Answering

πŸ—‚ Category: MACHINE LEARNING

πŸ•’ Date: 2024-08-30 | ⏱️ Read time: 20 min read

Empowering Phi-3.5-vision with Wikipedia knowledge for augmented Visual Question Answering.
πŸ“Œ Real-Time Intelligence in Microsoft Fabric: The Ultimate Guide

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2025-10-04 | ⏱️ Read time: 21 min read

Once upon a time, handling streaming data was considered an avant-garde approach. Since the introduction of relational…
πŸ“Œ Building a Command-Line Quiz Application in R

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2025-10-05 | ⏱️ Read time: 6 min read

Practice control flow, input handling, and functions in R by creating an interactive quiz game.
πŸ“Œ Feature Extraction for Time Series, from Theory to Practice, with Python

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-08-24 | ⏱️ Read time: 12 min read

Here’s everything you need to know when extracting features for Time Series analysis
πŸ“Œ Bernoulli Naive Bayes, Explained: A Visual Guide with Code Examples for Beginners

πŸ—‚ Category: MACHINE LEARNING

πŸ•’ Date: 2024-08-24 | ⏱️ Read time: 9 min read

Unlocking predictive power through Yes/No probability
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…
❀1
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.