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 An Introduction to VLMs: The Future of Computer Vision Models

πŸ—‚ Category:

πŸ•’ Date: 2024-11-06 | ⏱️ Read time: 13 min read

Building a 28% more accurate multimodal image search engine with VLMs.
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πŸ“Œ Kickstart Your Data Science Journey – A Guide for Aspiring Data Scientists

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2024-11-06 | ⏱️ Read time: 19 min read

Key Technical Skills You Need to Kick-start Your Career in Data Science
πŸ“Œ Data-Driven Journey Optimization: Using Deep Learning to Design Customer Journeys

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-11-06 | ⏱️ Read time: 8 min read

Can ML models learn to construct optimal customer journeys?
πŸ“Œ The Theory of Universal Computation: Bayesian Optimality, Solomonoff Induction & AIXI

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2025-09-22 | ⏱️ Read time: 25 min read

Is it possible to build a perfect induction machine?
πŸ“Œ Predict Housing Price using Linear Regression in Python

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-11-06 | ⏱️ Read time: 16 min read

A walk-through of cost computation, gradient descent, and regularization using Boston Housing dataset
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πŸ“Œ Easy Hurricane Tracking with Tropycal

πŸ—‚ Category: DATA VISUALIZATION

πŸ•’ Date: 2024-11-06 | ⏱️ Read time: 8 min read

A great Python package for storm analysis
πŸ“Œ User Studies for Enterprise Tools: HCI in the Industry

πŸ—‚ Category:

πŸ•’ Date: 2024-11-06 | ⏱️ Read time: 8 min read

Insights as an HCI research scientist in an industry catered to building tooling for enterprises
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πŸ“Œ Forecasting the Future: How Can We Predict Tomorrow’s Demand Using Yesterday’s Insights?

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-11-05 | ⏱️ Read time: 13 min read

Demand planners and other company stakeholders use forecasts to anticipate future needs and adjust supply…
πŸ“Œ Least Squares Regression, Explained: A Visual Guide with Code Examples for Beginners

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-11-05 | ⏱️ Read time: 11 min read

Gliding through points to minimize squares
πŸ“Œ Log Breadcrumbs: only show Logs leading up to an Error

πŸ—‚ Category: CODING

πŸ•’ Date: 2024-11-05 | ⏱️ Read time: 5 min read

Hot to log Breadcrumbs using Python’s built-int logging package
πŸ“Œ Building a Convolutional Neural Network (CNNs) from Scratch

πŸ—‚ Category:

πŸ•’ Date: 2024-11-05 | ⏱️ Read time: 15 min read

Line-by-Line, Let’s Build a ResNet Classifier on the MNIST-Fashion Dataset
πŸ“Œ I Tested Frontline M-LLMs on Their Chart Interpretation Skills

πŸ—‚ Category: DATA VISUALIZATION

πŸ•’ Date: 2024-11-05 | ⏱️ Read time: 35 min read

Can multimodal LLMs infer basic charts accurately?
πŸ“Œ How to Create a Network Chart in Tableau

πŸ—‚ Category: DATA VISUALIZATION

πŸ•’ Date: 2024-11-05 | ⏱️ Read time: 8 min read

A Step-by-Step Guide to Network Visualization in Tableau
πŸ“Œ While Using RLS When Manipulating Relationships in Power BI, What Can Go Wrong?

πŸ—‚ Category:

πŸ•’ Date: 2024-11-05 | ⏱️ Read time: 8 min read

There are restrictions when manipulating Relationships with RLS in place. The MS documentation doesn’t provide…
πŸ“Œ The β€œGold-Rush Paradox” in Data: Why Your KPIs Need a Rethink

πŸ—‚ Category: ANALYTICS

πŸ•’ Date: 2024-11-05 | ⏱️ Read time: 6 min read

You’re not doing as good a job as you think you are
πŸ“Œ I Wasn’t Always a Data Scientist – How I Broke into the Field

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-11-05 | ⏱️ Read time: 13 min read

8 strategies I used (and you can too) on my journey to data science
πŸ“Œ Overcoming LLM Challenges in Healthcare: Practical Strategies for Development in Production

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-11-05 | ⏱️ Read time: 10 min read

An article on the most common LLM development challenges I’ve encountered, effective mitigation strategies, and…
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πŸ“Œ Rasterizing Vector Data in Python

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-11-05 | ⏱️ Read time: 4 min read

How to turn vector elevation lines into a grid – and build it from Lego
πŸ“Œ Histogram of Oriented Gradients (HOG) in Computer Vision

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2024-11-04 | ⏱️ Read time: 5 min read

An explanation and implementation of Histogram of Oriented Gradients (HOG) for object detection and recognition
πŸ“Œ Exploring Recursive Art: Fractals with Context Free

πŸ—‚ Category: ART

πŸ•’ Date: 2024-11-04 | ⏱️ Read time: 7 min read

Generating Intricate Imagery with Simple Rules and Shapes
πŸ“Œ Classify Jira Tickets with GenAI On Amazon Bedrock

πŸ—‚ Category: PROGRAMMING

πŸ•’ Date: 2024-11-04 | ⏱️ Read time: 10 min read

Replace traditional NLP approaches with prompt engineering and Large Language Models (LLMS) for Jira ticket…