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 Uncertainty Quantification in Time Series Forecasting

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-12-09 | ⏱️ Read time: 12 min read

A deep dive into EnbPI, a Conformal Prediction approach for time series forecasting
πŸ“Œ Learnings from a Machine Learning Engineer β€” Part 2: The Data Sets

πŸ—‚ Category: MACHINE LEARNING

πŸ•’ Date: 2025-02-13 | ⏱️ Read time: 10 min read

In Part 1, we discussed the importance of collecting good image data and assigning proper labels…
πŸ“Œ Extracting Structured Vehicle Data from Images

πŸ—‚ Category:

πŸ•’ Date: 2025-01-27 | ⏱️ Read time: 10 min read

Build an Automated Vehicle Documentation System that Extracts Structured Information from Images, using OpenAI API,…
πŸ“Œ Here’s What I Learned About Information Theory Through Wordle

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-12-09 | ⏱️ Read time: 8 min read

The Science Behind Better Guesses
πŸ“Œ Why Data Scientists Need These Software Engineering Skills

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2024-12-09 | ⏱️ Read time: 6 min read

Learn these things to become a more well-rounded data scientist
πŸ“Œ Can LLMs talk SQL, SPARQL, Cypher, and MongoDB Query Language (MQL) equally well?

πŸ—‚ Category:

πŸ•’ Date: 2024-12-09 | ⏱️ Read time: 9 min read

Comparing Text-to-Query capabilities of Large Language Models (LLMs) for four different Query Language
πŸ“Œ Accusatory AI: How a Widespread Misuse of AI Technology Is Harming Students

πŸ—‚ Category:

πŸ•’ Date: 2024-12-09 | ⏱️ Read time: 8 min read

What should be done when an AI accuses a student of misconduct by using AI?
πŸ“Œ Unlocking Hidden Potential: Exploring Second-Round Purchasers

πŸ—‚ Category: MACHINE LEARNING

πŸ•’ Date: 2024-12-09 | ⏱️ Read time: 15 min read

Finding customer segments for optimal retargetting using LLM embeddings and ML model
πŸ“Œ Streamline Your Workflow when Starting a New Research Paper

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-12-08 | ⏱️ Read time: 6 min read

Python code to create folders and Word documents for research papers in biomedical sciences -…
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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…