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 A Multimodal AI Assistant: Combining Local and Cloud Models

πŸ—‚ Category:

πŸ•’ Date: 2025-01-13 | ⏱️ Read time: 22 min read

Use LangGraph, mlx and Florence2 to build an agent that answers complex image questions, with…
πŸ“Œ Going Beyond Bias-Variance Tradeoff Into Double Descent Phenomenon

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2025-01-13 | ⏱️ Read time: 22 min read

It’s not how many times you get knocked down that count, it’s how many times…
πŸ“Œ Understanding the Evolution of ChatGPT: Part 2 – GPT-2 and GPT-3

πŸ—‚ Category: DEEP LEARNING

πŸ•’ Date: 2025-01-13 | ⏱️ Read time: 10 min read

Scaling from 117M to 175B: Insights into GPT-2 and GPT-3.
πŸ“Œ How to Build a Knowledge Graph in Minutes (And Make It Enterprise-Ready)

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2025-01-13 | ⏱️ Read time: 10 min read

I tried and failed creating one-but it was when LLMs were not a thing!
πŸ“Œ Speed up Pandas code with Numpy

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2025-01-13 | ⏱️ Read time: 13 min read

But I can’t vectorise this, can I?  β€¦. yes, you probably can!
πŸ“Œ Using Constraint Programming to Solve Math Theorems

πŸ—‚ Category: MATHEMATICS

πŸ•’ Date: 2025-01-12 | ⏱️ Read time: 6 min read

Case study: the quasigroups existence problem
πŸ“Œ What is MicroPython? Do I Need to Know it as a Data Scientist?

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2025-01-12 | ⏱️ Read time: 6 min read

In this year’s edition of the Stack Overflow survey, MicroPython is with 1.6% in the…
πŸ“Œ What Would a Stoic Do? – An AI-Based Decision-Making Model

πŸ—‚ Category: DEEP LEARNING

πŸ•’ Date: 2025-01-12 | ⏱️ Read time: 14 min read

Using AI to build Marcus Aurelius’ reincarnation
πŸ“Œ LightGBM: The Fastest Option of Gradient Boosting

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2025-01-12 | ⏱️ Read time: 7 min read

Learn how to implement a fast and effective Gradient Boosting model using Python
πŸ“Œ Build Your First API with Python and AWS

πŸ—‚ Category: DATA ENGINEERING

πŸ•’ Date: 2025-01-11 | ⏱️ Read time: 12 min read

Learn how to create a simple, yet powerful REST API with FastAPI, DynamoDB, and AWS…
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πŸ“Œ Exploring New Hyperparameter Dimensions with Laplace Approximated Bayesian Optimization

πŸ—‚ Category:

πŸ•’ Date: 2025-01-11 | ⏱️ Read time: 9 min read

Is it better than grid search?
πŸ“Œ Building Visual Agents that can Navigate the Web Autonomously

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2025-01-11 | ⏱️ Read time: 14 min read

A step-by-step guide to creating visual agents that can navigate the web autonomously
πŸ“Œ Model Calibration, Explained: A Visual Guide with Code Examples for Beginners

πŸ—‚ Category:

πŸ•’ Date: 2025-01-10 | ⏱️ Read time: 14 min read

When all models have similar accuracy, now what?
πŸ“Œ Sustainable Business Strategy with Data Analytics

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2025-01-10 | ⏱️ Read time: 13 min read

Use data analytics to help companies design and implement strategic sustainability roadmaps to reduce their…
πŸ“Œ Linearizing Llama

πŸ—‚ Category: LARGE LANGUAGE MODELS

πŸ•’ Date: 2025-01-10 | ⏱️ Read time: 12 min read

Speeding Up Llama: A Hybrid Approach to Attention Mechanisms
πŸ“Œ Mastering Transparent Images: Adding a Background Layer

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2025-01-10 | ⏱️ Read time: 6 min read

How to Process Images with an Alpha Channel using OpenCV + Python
πŸ“Œ What to Do If the Logit Decision Boundary Fails?

πŸ—‚ Category: MACHINE LEARNING

πŸ•’ Date: 2025-01-09 | ⏱️ Read time: 6 min read

Feature engineering for classification models using Bayesian Machine Learning
πŸ“Œ How to Run Jupyter Notebooks and Generate HTML Reports with Python Scripts

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2025-01-09 | ⏱️ Read time: 13 min read

A step-by-step guide to automating Jupyter Notebook execution and report generation using Python
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πŸ“Œ Data-Driven Decision Making with Sentiment Analysis in R

πŸ—‚ Category: NATURAL LANGUAGE PROCESSING

πŸ•’ Date: 2025-01-21 | ⏱️ Read time: 15 min read

Leveraging the Quanteda, Textstem and Sentimentr Packages to Extract Customer Insights and Enhance Business Strategy
πŸ“Œ Understanding the Evolution of ChatGPT: Part 3- Insights from Codex and InstructGPT

πŸ—‚ Category: CHATGPT

πŸ•’ Date: 2025-01-21 | ⏱️ Read time: 22 min read

Mastering the art of fine-tuning: Learnings for training your own LLMs.
πŸ“Œ Learn to Build Advanced AI Image Applications

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2025-01-21 | ⏱️ Read time: 25 min read

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