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 Beyond the Code: Unconventional Lessons from Empathetic Interviewing

πŸ—‚ Category: CAREER ADVICE

πŸ•’ Date: 2025-04-21 | ⏱️ Read time: 12 min read

What LLM Prompts Reveal About Candidates
πŸ“Œ How to Write Queries for Tabular Models with DAX

πŸ—‚ Category: DATA ANALYSIS

πŸ•’ Date: 2025-04-21 | ⏱️ Read time: 9 min read

Introduction EVALUATE is the statement to query tabular models. Unfortunately, knowing SQL or any other…
πŸ“Œ How to Use Gyroscope in Presentations, or Why Take a JoyCon to DPG2025

πŸ—‚ Category: PROGRAMMING

πŸ•’ Date: 2025-04-21 | ⏱️ Read time: 19 min read

This article explores how browser-based computational notebooksβ€Šβ€”particularly the WLJS Notebookβ€Šβ€”can transform static slides into dynamic,…
πŸ“Œ Load-Testing LLMs Using LLMPerf

πŸ—‚ Category: LARGE LANGUAGE MODELS

πŸ•’ Date: 2025-04-18 | ⏱️ Read time: 8 min read

Benchmark Claude 3 Sonnet on Amazon Bedrock
πŸ“Œ When Physics Meets Finance: Using AI to Solve Black-Scholes

πŸ—‚ Category: MACHINE LEARNING

πŸ•’ Date: 2025-04-17 | ⏱️ Read time: 13 min read

Here’s how to use Physics-Informed Neural Networks to solve Financial Models, with Python.
πŸ“Œ On Data Problems, and How to Solve (or Prevent) Them

πŸ—‚ Category: THE VARIABLE

πŸ•’ Date: 2025-04-17 | ⏱️ Read time: 3 min read

This week, we focus on the workflows that can help keep your data focused.
πŸ“Œ Google’s New AI System Outperforms Physicians in Complex Diagnoses

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2025-04-17 | ⏱️ Read time: 13 min read

Published in Nature, Google’s new paper advances the future of AI-powered medicine: more automated thus…
πŸ“Œ The Good-Enough Truth

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2025-04-17 | ⏱️ Read time: 7 min read

Lies, damned lies, and LLMs
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πŸ“Œ When Predictors Collide: Mastering VIF in Multicollinear Regression

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2025-04-16 | ⏱️ Read time: 11 min read

Explore how the Variance Inflation Factor helps detect and manage multicollinearity in your regression models.
πŸ“Œ An Unbiased Review of Snowflake’s Document AI

πŸ—‚ Category: LARGE LANGUAGE MODELS

πŸ•’ Date: 2025-04-15 | ⏱️ Read time: 8 min read

Or, how we spared a human from manually inspecting 10,000 flu shot documents.
πŸ“Œ Plotly’s AI Tools Are Redefining Data Science Workflows

πŸ—‚ Category: SPONSORED CONTENT

πŸ•’ Date: 2025-04-15 | ⏱️ Read time: 8 min read

How Plotly’s AI-powered tools are transforming data science workflows with faster development, smarter insights, and…
πŸ“Œ An LLM-Based Workflow for Automated Tabular Data Validation

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2025-04-14 | ⏱️ Read time: 12 min read

Clean data, clear insights: detect and correct data quality issues without manual intervention.
πŸ“Œ Layers of the AI Stack, Explained Simply

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2025-04-14 | ⏱️ Read time: 14 min read

And why I decided to work at the application layer
πŸ“Œ Sesameβ€Š Speech Model: β€ŠHow This Viral AI Model Generates Human-Like Speech

πŸ—‚ Category: CONVERSATIONAL AI

πŸ•’ Date: 2025-04-11 | ⏱️ Read time: 9 min read

A deep dive into residual vector quantizers, conversational speech AI, and talkative transformers.
πŸ“Œ Learnings from a Machine Learning Engineer β€” Part 6: The Human Side

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2025-04-11 | ⏱️ Read time: 16 min read

Practical advice for the humans involved with machine learning
πŸ“Œ Are You Sure Your Posterior Makes Sense?

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2025-04-11 | ⏱️ Read time: 26 min read

A detailed guide on how to use diagnostics to evaluate the performance of MCMC samplers
πŸ“Œ The Basis of Cognitive Complexity: Teaching CNNs to See Connections

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2025-04-11 | ⏱️ Read time: 9 min read

Transforming CNNs: From task-specific learning to abstract generalization
πŸ“Œ The What, How, and Why of Agentic AI

πŸ—‚ Category: THE VARIABLE

πŸ•’ Date: 2025-04-10 | ⏱️ Read time: 3 min read

This week, we tackle the nitty-gritty details of working with agentic AI.
πŸ“Œ The Invisible Revolution: How Vectors Are (Re)defining Business Success

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2025-04-10 | ⏱️ Read time: 26 min read

The hidden force behind AI is powering the next wave of business transformation
πŸ“Œ How to Measure Real Model Accuracy When Labels Are Noisy

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2025-04-10 | ⏱️ Read time: 5 min read

The math behind β€œtrue” accuracy and error correlation
πŸ“Œ Ivory Tower Notes: The Problem

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2025-04-10 | ⏱️ Read time: 12 min read

When a data science problem is β€œthe” problem
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