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 AI, My Holiday Elf: Building a Gift Recommender for the Perfect Christmas

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-12-08 | ⏱️ Read time: 9 min read

How I used AI and Streamlit to create a festive and fun gift recommendation app
πŸ“Œ Scientists Go Serious About Large Language Models Mirroring Human Thinking

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2024-12-08 | ⏱️ Read time: 15 min read

A discussion of the latest research suggesting that LLMs do work like the human brain-with…
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πŸ“Œ My #30DayMapChallenge 2024

πŸ—‚ Category:

πŸ•’ Date: 2024-12-07 | ⏱️ Read time: 15 min read

30 Days, 30 Maps: My November Adventure in Digital Cartography
πŸ“Œ How to Prepare for Your Data Science Behavioural Interview

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-12-07 | ⏱️ Read time: 6 min read

My top tips to smash your next data science behavioural interview
πŸ“Œ I’m Doing the Advent of Code 2024 in Pythonβ€Š-β€ŠDay 1

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-12-07 | ⏱️ Read time: 5 min read

Let’s see how many stars we’ll collect.
πŸ“Œ How to Integrate AI and Data Science into Your Business Strategy

πŸ—‚ Category: STRATEGY

πŸ•’ Date: 2024-12-06 | ⏱️ Read time: 14 min read

Insider consulting guide to conducting a successful 2-day executive workshop
πŸ“Œ Reinforcement Learning: Self-Driving Cars to Self-Driving Labs

πŸ—‚ Category: DEEP LEARNING

πŸ•’ Date: 2024-12-06 | ⏱️ Read time: 11 min read

Understanding AI applications in bio for machine learning engineers
πŸ“Œ 5 Python One-Liners to Kick Off Your Data Exploration

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-12-06 | ⏱️ Read time: 5 min read

How to kickstart your EDA using simple one liners
πŸ“Œ Lasso and Elastic Net Regressions, Explained: A Visual Guide with Code Examples

πŸ—‚ Category: MACHINE LEARNING

πŸ•’ Date: 2024-12-06 | ⏱️ Read time: 19 min read

Roping in key features using coordinate descent
πŸ“Œ Bridging the Data Literacy Gap

πŸ—‚ Category: WRITING

πŸ•’ Date: 2024-12-06 | ⏱️ Read time: 16 min read

The Advent, Evolution, and Current state of β€œData Translators”
πŸ“Œ Multimodal RAG: Process Any File Type with AI

πŸ—‚ Category: MACHINE LEARNING

πŸ•’ Date: 2024-12-05 | ⏱️ Read time: 13 min read

A beginner-friendly guide with example (Python) code
πŸ“Œ Chat with Your Images using Multimodal LLMs

πŸ—‚ Category:

πŸ•’ Date: 2024-12-05 | ⏱️ Read time: 8 min read

Learn how to build Llama 3.2-Vision locally in a chat-like mode, and explore its Multimodal…
πŸ“Œ Who Does What in Data? A Practical Introduction to the Role of a Data Engineer & Data Scientist

πŸ—‚ Category: DATA ENGINEERING

πŸ•’ Date: 2024-12-05 | ⏱️ Read time: 17 min read

What does a data engineer do differently to a data scientist?
πŸ“Œ Building a Fantasy Football Research Agent with LangGraph

πŸ—‚ Category:

πŸ•’ Date: 2024-12-05 | ⏱️ Read time: 10 min read

An end-to-end guide covering integration with the Sleeper API, creation of a Streamlit UI, and…
πŸ“Œ DRAGIN: Dynamic Retrieval Augmented Generation based on the Information Needs of Large Language…

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2024-12-05 | ⏱️ Read time: 10 min read

Traditional RAG vs. dynamic RAG
πŸ“Œ How to Transition Into Data Science-and Within Data Science

πŸ—‚ Category: CAREER ADVICE

πŸ•’ Date: 2024-12-05 | ⏱️ Read time: 4 min read

Our weekly selection of must-read Editors’ Picks and original features
πŸ“Œ Don’t Flood Your Algorithms With Easy Examples – It Costs Money

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2024-12-05 | ⏱️ Read time: 8 min read

A common mistake that slows down training and burns cash
πŸ“Œ Break Free from the Individual Contributor Mindset. You Are a Manager Now.

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-12-05 | ⏱️ Read time: 16 min read

5 mistakes I see new managers make in their transition into leadership roles
πŸ“Œ How to Build a General-Purpose LLM Agent

πŸ—‚ Category: LARGE LANGUAGE MODELS

πŸ•’ Date: 2024-12-05 | ⏱️ Read time: 13 min read

A Step-by-Step Guide
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πŸ“Œ Combining Large and Small LLMs to Boost Inference Time and Quality

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2024-12-05 | ⏱️ Read time: 8 min read

Implementing Speculative and Contrastive Decoding
πŸ“Œ How to Interpret Matrix Expressions – Transformations

πŸ—‚ Category:

πŸ•’ Date: 2024-12-04 | ⏱️ Read time: 24 min read

Matrix algebra for a data scientist