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 From Resume to Cover Letter Using AI and LLM, with Python and Streamlit

πŸ—‚ Category: LARGE LANGUAGE MODELS

πŸ•’ Date: 2025-02-05 | ⏱️ Read time: 16 min read

DISCLAIMER: The idea of doing Cover Letter or even Resume with AI does not obviously…
πŸ“Œ ML Feature Management: A Practical Evolution Guide

πŸ—‚ Category: MACHINE LEARNING

πŸ•’ Date: 2025-02-04 | ⏱️ Read time: 5 min read

In the world of machine learning, we obsess over model architectures, training pipelines, and hyper-parameter…
πŸ“Œ Towards Data Science is Launching as an Independent Publication

πŸ—‚ Category:

πŸ•’ Date: 2025-02-03 | ⏱️ Read time: 7 min read

Since founding Towards Data Science in 2016, we’ve built the largest publication on Medium with…
πŸ“Œ Show and Tell

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2025-02-03 | ⏱️ Read time: 18 min read

Implementing one of the earliest neural image caption generator models with PyTorch.
πŸ“Œ Neural Networks – Intuitively and Exhaustively Explained

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2025-02-03 | ⏱️ Read time: 28 min read

An in-depth exploration of the most fundamental architecture in modern AI.
πŸ“Œ How to Get Promoted as a Data Scientist

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2025-02-03 | ⏱️ Read time: 7 min read

Advice from a Lead Data Scientist with 2 promotions in under 2 years
πŸ“Œ How to Find Seasonality Patterns in Time Series

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2025-02-03 | ⏱️ Read time: 7 min read

Using Fourier Transform to detect seasonal components
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πŸ“Œ Deep Dive into WebSockets and Their Role in Client-Server Communication

πŸ—‚ Category:

πŸ•’ Date: 2025-02-03 | ⏱️ Read time: 9 min read

How WebSockets work, its tradeoffs, and how to design a real time messaging app
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πŸ“Œ A Visual Guide to How Diffusion Models Work

πŸ—‚ Category: MACHINE LEARNING

πŸ•’ Date: 2025-02-06 | ⏱️ Read time: 26 min read

This article is aimed at those who want to understand exactly how diffusion models work,…
πŸ“Œ Myths vs. Data: Does an Apple a Day Keep the Doctor Away?

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2025-02-05 | ⏱️ Read time: 10 min read

Introduction β€œMoney can’t buy happiness.” β€œYou can’t judge a book by its cover.” β€œAn apple…
πŸ“Œ Training Large Language Models: From TRPO to GRPO

πŸ—‚ Category: LARGE LANGUAGE MODELS

πŸ•’ Date: 2025-02-05 | ⏱️ Read time: 10 min read

DeepSeek has recently made quite a buzz in the AI community, thanks to its impressive…
πŸ“Œ Supercharge Your RAG with Multi-Agent Self-RAG

πŸ—‚ Category: LARGE LANGUAGE MODELS

πŸ•’ Date: 2025-02-05 | ⏱️ Read time: 15 min read

Introduction Many of us might have tried to build a RAG application and noticed it…
πŸ“Œ Awesome Plotly with code series (Part 9): To dot, to slope or to stack?

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2025-02-02 | ⏱️ Read time: 14 min read

Simple methods to replace cluttered bar charts with crisp, reader-friendly visuals.
πŸ“Œ 5 Essential Tips Learned from My Data Science Journey

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2025-02-02 | ⏱️ Read time: 7 min read

Personal reflections on my 10-year data odyssey
πŸ“Œ How to Make a Data Science Portfolio That Stands Out

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2025-02-02 | ⏱️ Read time: 9 min read

Create a data science portfolio with Cloud-flare and HUGO
πŸ“Œ Improving Agent Systems & AI Reasoning

πŸ—‚ Category:

πŸ•’ Date: 2025-02-02 | ⏱️ Read time: 11 min read

DeepSeek-R1, OpenAI o1 & o3, Test-Time Compute Scaling, Model Post-Training and the Transition to Reasoning…
πŸ“Œ The Cultural Backlash Against Generative AI

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2025-02-01 | ⏱️ Read time: 11 min read

What’s making many people resent generative AI, and what impact does that have on the…
πŸ“Œ Sparse AutoEncoder: from Superposition to interpretable features

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2025-02-01 | ⏱️ Read time: 6 min read

Disentangle features in complex Neural Network with superpositions
πŸ“Œ Injecting domain expertise into your AI system

πŸ—‚ Category: ENTREPRENEURSHIP

πŸ•’ Date: 2025-02-01 | ⏱️ Read time: 18 min read

How to connect the dots between AI technology and real life
πŸ“Œ DeepSeek V3: A New Contender in AI-Powered Data Science

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2025-02-01 | ⏱️ Read time: 12 min read

How DeepSeek’s budget-friendly AI model stacks up against ChatGPT, Claude, and Gemini in SQL, EDA,…
πŸ“Œ Using LLamaIndex Workflow to Implement an Agent Handoff Feature Like OpenAI Swarm

πŸ—‚ Category:

πŸ•’ Date: 2025-02-01 | ⏱️ Read time: 22 min read

Example: a customer service chatbot project