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 Continual Learning: The Three Common Scenarios

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2024-10-29 | ⏱️ Read time: 6 min read

Plus paper recommendations
πŸ“Œ A Gentle Introduction to the DCIN for Decentralized Inference

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2024-10-29 | ⏱️ Read time: 32 min read

How a Decentralized Collaborative Intelligence Network works
πŸ“Œ Three Crucial Data Lessons That I Learned from a Data Conference That’s Not Related to AI

πŸ—‚ Category:

πŸ•’ Date: 2024-10-29 | ⏱️ Read time: 9 min read

Underrated concepts that help foster analytics excellence in organizations
πŸ“Œ Building Your Own AI Group Chat: A Journey into Custom Universes and Characters

πŸ—‚ Category:

πŸ•’ Date: 2024-10-29 | ⏱️ Read time: 10 min read

How I created an immersive AI group chat using Ollama, FastAPI, open-source LLMs, and React
πŸ“Œ No, You Don’t Need a New Microservices Architecture

πŸ—‚ Category: DATA ENGINEERING

πŸ•’ Date: 2024-10-29 | ⏱️ Read time: 7 min read

Because you almost certainly already have one without explicitly realizing it
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πŸ“Œ How to Create Opportunities and Succeed in Data Science Job Applications

πŸ—‚ Category: CAREER ADVICE

πŸ•’ Date: 2024-10-29 | ⏱️ Read time: 9 min read

Hard-won lessons from my successes and failures that will help you in your journey
πŸ“Œ Running the STORM AI research system with your local documents

πŸ—‚ Category:

πŸ•’ Date: 2024-10-28 | ⏱️ Read time: 19 min read

AI assisted research using FEMA disaster response documents
πŸ“Œ From Insights to Impact: Presentation Skills Every Data Scientist Needs

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-10-28 | ⏱️ Read time: 7 min read

How to Structure, Design, and Deliver Data Presentations That Win Over Stakeholders
πŸ“Œ How and Why to use LLMs for Chunk-Based Information Retrieval

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2024-10-28 | ⏱️ Read time: 11 min read

In this article, I aim to explain how and why it’s beneficial to use a…
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πŸ“Œ Data Minimization Does Not Guarantee Privacy

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-10-28 | ⏱️ Read time: 4 min read

Just because it was minimized, doesn’t mean it’s secure!
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πŸ“Œ How Long Does It Take to Train the LLM From Scratch?

πŸ—‚ Category: DEEP LEARNING

πŸ•’ Date: 2024-10-28 | ⏱️ Read time: 5 min read

Guide to estimating time for training X-billion LLMs with Y trillion tokens and Z GPU…
πŸ“Œ How to Tackle the Weekend Quiz Like a Bayesian

πŸ—‚ Category: PROBABILITY

πŸ•’ Date: 2024-10-28 | ⏱️ Read time: 10 min read

Do you know which of these is a malmsey? Can you make a good guess?
πŸ“Œ How to Negotiate Your Salary as a Data Scientist

πŸ—‚ Category: CAREER ADVICE

πŸ•’ Date: 2024-10-27 | ⏱️ Read time: 7 min read

And how much I made my first year
πŸ“Œ The AI Productivity Paradox: Why Aren’t More Workers Using ChatGPT?

πŸ—‚ Category: PRODUCT MANAGEMENT

πŸ•’ Date: 2024-10-27 | ⏱️ Read time: 7 min read

The Real Barrier Isn’t Technical Skills – It’s Time to Think
πŸ“Œ Transforming Data Quality: Automating SQL Testing for Faster, Smarter Analytics

πŸ—‚ Category: SQL

πŸ•’ Date: 2024-10-26 | ⏱️ Read time: 13 min read

How to test the quality of SQL and resultant dataset against the business question to…
πŸ“Œ C Programming Using Claude’s New Computer Use Model

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-10-25 | ⏱️ Read time: 10 min read

How well can Sonnet write and run code on your behalf?
πŸ“Œ Neural Networks for Flexible Multivariate Forecasting

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-10-25 | ⏱️ Read time: 16 min read

An easy step-by-step guide to getting started with Neural Networks for Time Series Forecasting
πŸ“Œ The Curse of Conway and the Data Space

πŸ—‚ Category: DATA ENGINEERING

πŸ•’ Date: 2024-10-25 | ⏱️ Read time: 16 min read

How modern trends can be traced back to Conway’s Law
πŸ“Œ AI Agent Workflows: A Complete Guide on Whether to Build With LangGraph or LangChain

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2024-10-25 | ⏱️ Read time: 12 min read

LangChain and LangGraph – A deep dive on key building blocks, how they handle core…
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πŸ“Œ Techniques for Chat Data Analytics with Python

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-10-25 | ⏱️ Read time: 9 min read

Part I: Communication Density Analysis
πŸ“Œ Multilayer Perceptron, Explained: A Visual Guide with Mini 2D Dataset

πŸ—‚ Category: MACHINE LEARNING

πŸ•’ Date: 2024-10-25 | ⏱️ Read time: 14 min read

Dissecting the math (with visuals) of a tiny neural network