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 Reporting in Excel Could Be Costing Your Business More Than You Think – Here’s How to Fix It…

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-11-12 | ⏱️ Read time: 7 min read

Discover how you can save hours, eliminate costly data errors, and free up your team…
πŸ“Œ Beyond RAG: Precision Filtering in a Semantic World

πŸ—‚ Category: MACHINE LEARNING

πŸ•’ Date: 2024-11-12 | ⏱️ Read time: 9 min read

Aligning expectations with reality by using traditional ML to bridge the gap in a LLM’s…
πŸ“Œ From Parallel Computing Principles to Programming for CPU and GPU Architectures

πŸ—‚ Category: MACHINE LEARNING

πŸ•’ Date: 2024-11-12 | ⏱️ Read time: 23 min read

For early ML Engineers and Data Scientists, to understand memory fundamentals, parallel execution, and how…
πŸ“Œ Economics of Hosting Open Source LLMs

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-11-12 | ⏱️ Read time: 23 min read

Leveraging various deployment options
πŸ“Œ NER in Czech Documents with XLM-RoBERTa using Accelerate

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-11-12 | ⏱️ Read time: 10 min read

Decisions I made during the development of a document processing model that was successfully deployed
πŸ“Œ Decoding One-Hot Encoding: A Beginner’s Guide to Categorical Data

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

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

Learning to transform categorical data into a format that a machine learning model can understand
πŸ“Œ Bessel’s Correction: Why Do We Divide by nβˆ’1 Instead of n in Sample Variance?

πŸ—‚ Category: MACHINE LEARNING

πŸ•’ Date: 2024-11-11 | ⏱️ Read time: 9 min read

Understanding the Unbiased Estimation of Population Variance
πŸ“Œ Why ETL-Zero? Understanding the shift in Data Integration

πŸ—‚ Category:

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

When I was preparing for the Salesforce Data Cloud certification, I came across the term…
πŸ“Œ Detecting Anomalies in Social Media Volume Time Series

πŸ—‚ Category: DATA SCIENCE

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

How I detect anomalies in social Media volumes: A Residual-Based Approach
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πŸ“Œ Calibrating Marketing Mix Models In Python

πŸ—‚ Category: DATA SCIENCE

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

Part 2 of a hands-on guide to help you master MMM in pymc
πŸ“Œ Advanced Time Series Forecasting With sktime

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2024-11-11 | ⏱️ Read time: 9 min read

Learn how to optimize model hyperparameters and even the architecture in a few lines of…
πŸ“Œ My Medium Journey as a Data Scientist: 6 Months, 18 Articles, and 3,000 Followers

πŸ—‚ Category: DATA SCIENCE

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

Real numbers, earnings, and data-driven growth strategy for Medium writers
πŸ“Œ AdaBoost Classifier, Explained: A Visual Guide with Code Examples

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-11-10 | ⏱️ Read time: 15 min read

Putting the weight where weak learners need it most
πŸ“Œ Jointly learning rewards and policies: an iterative Inverse Reinforcement Learning framework with…

πŸ—‚ Category: MACHINE LEARNING

πŸ•’ Date: 2024-11-10 | ⏱️ Read time: 13 min read

A novel tractable and interpretable algorithm to learn from expert demonstrations
πŸ“Œ Solving the classic Betting on the World Series problem using hill climbing

πŸ—‚ Category:

πŸ•’ Date: 2024-11-10 | ⏱️ Read time: 18 min read

A simple example of hill climbing – and solving a problem that’s difficult to solve…
πŸ“Œ Creating Dynamic Pivots on Snowflake Tables with dbt

πŸ—‚ Category: DATA ENGINEERING

πŸ•’ Date: 2024-11-09 | ⏱️ Read time: 6 min read

Leverage dbt and its advanced scripting functionality to generate dynamic pivot tables that adapt to…
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πŸ“Œ Core AI For Any Rummy Variant

πŸ—‚ Category: MACHINE LEARNING

πŸ•’ Date: 2024-11-09 | ⏱️ Read time: 12 min read

Step by Step guide to a Rummy AI
πŸ“Œ Top Data Science Career Questions, Answered

πŸ—‚ Category: CAREER ADVICE

πŸ•’ Date: 2024-11-09 | ⏱️ Read time: 7 min read

I’ve been a data scientist for over 3 years. This is what most people want…
πŸ“Œ The Statistical Significance Scam

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-11-09 | ⏱️ Read time: 15 min read

A detailed look into the flaws of science’s favorite tool
πŸ“Œ Introducing the New Anthropic Token Counting API

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2024-11-08 | ⏱️ Read time: 9 min read

Keep a closer eye on your costs when using Claude