Machine Learning
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Real Machine Learning β€” simple, practical, and built on experience.
Learn step by step with clear explanations and working code.

Admin: @HusseinSheikho || @Hussein_Sheikho
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πŸ“Œ Stable and fast randomization using hash spaces

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-07-29 | ⏱️ Read time: 8 min read

Generate consistent assignments on the fly across different implementation environments
πŸ“Œ Navigating Data Science: B2C vs. B2B Analytics

πŸ—‚ Category: BUSINESS

πŸ•’ Date: 2024-07-29 | ⏱️ Read time: 12 min read

How customer types shape data science roles and methodologies
πŸ“Œ Hands on Career Path Modelling Using Markov Chain, with Python

πŸ—‚ Category: CAREER ADVICE

πŸ•’ Date: 2024-07-29 | ⏱️ Read time: 14 min read

This is how I used basic probability to simulate career development
πŸ“Œ Python Set Is Way Faster Than List, True Or False?

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-07-29 | ⏱️ Read time: 6 min read

Comprehensive performance comparison and discussion around data structure
πŸ“Œ Isochrones in Python

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-07-29 | ⏱️ Read time: 4 min read

Highlighting walkability areas in Python
πŸ“Œ Fine-Tune Llama 3.1 Ultra-Efficiently with Unsloth

πŸ—‚ Category: LARGE LANGUAGE MODELS

πŸ•’ Date: 2024-07-29 | ⏱️ Read time: 14 min read

A beginner’s guide to state-of-the-art supervised fine-tuning
πŸ“Œ Maximize Savings on Your Unused Fabric Capacities

πŸ—‚ Category: DATA ENGINEERING

πŸ•’ Date: 2024-07-29 | ⏱️ Read time: 9 min read

Automate your Microsoft Fabric capacity state with Azure Logic Apps Disclaimer: This post will not…
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πŸ“Œ You Didn’t Conduct an A/B Test. You Can Still Simulate One Retrospectively.

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-07-29 | ⏱️ Read time: 17 min read

Modeling a synthetic (but high quality) control group as a baseline to infer whether the…
πŸ“Œ A Simple Regularization for Your GANs

πŸ—‚ Category: MACHINE LEARNING

πŸ•’ Date: 2024-07-29 | ⏱️ Read time: 17 min read

In 2018, I had the privilege of orally presenting my paper at the AAAI conference.…
πŸ“Œ Was Michael Scott the World’s Best Boss?

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-07-29 | ⏱️ Read time: 17 min read

Sentiment analysis of β€˜The Office’ TV series using SchrutePy, NLTK and Hugging Face Transformers
πŸ“Œ Does Data-Driven Storytelling Need to Be Objective?

πŸ—‚ Category: DATA VISUALIZATION

πŸ•’ Date: 2024-07-29 | ⏱️ Read time: 14 min read

Striking the balance between efficiency and engagement of your data-driven stories
πŸ“Œ How to Create an LLM-Powered app to Convert Text to Presentation Slides: GenSlide – A Step-by-step…

πŸ—‚ Category: MACHINE LEARNING

πŸ•’ Date: 2024-07-29 | ⏱️ Read time: 9 min read

Create a simple yet powerful application that uses LLMs to convert your written content to…
πŸ“Œ Can AI Agents Do Your Day-to-Day Tasks on Apps?

πŸ—‚ Category: LARGE LANGUAGE MODELS

πŸ•’ Date: 2024-07-28 | ⏱️ Read time: 9 min read

Benchmarking coding agents in a world of apps and people
πŸ“Œ Reinforcement Learning for Physical Dynamical Systems: An Alternative Approach

πŸ—‚ Category: MACHINE LEARNING

πŸ•’ Date: 2024-07-28 | ⏱️ Read time: 17 min read

Reintroducing genetic algorithms and comparing to neural networks
πŸ“Œ I found a hidden gem in Matplotlib’s library: Packed Bubble Charts in Python

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-07-28 | ⏱️ Read time: 7 min read

Ever wished to design those beautiful Tableau based packed bubble charts? Follow along for a…
πŸ“Œ How Data Engineering Evolved since 2014

πŸ—‚ Category: DATA ENGINEERING

πŸ•’ Date: 2024-07-27 | ⏱️ Read time: 14 min read

Top trends to help your data pipelines scale with ease
πŸ“Œ How To Ace Data Science Interviews

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2024-07-27 | ⏱️ Read time: 8 min read

Increase your chances of landing that first data role
πŸ“Œ Radical Simplicity in Data Engineering

πŸ—‚ Category: DATA ENGINEERING

πŸ•’ Date: 2024-07-26 | ⏱️ Read time: 7 min read

Learn from Software Engineers and Discover the Joy of β€˜Worse is Better’ Thinking
πŸ“Œ What We Still Don’t Understand About Machine Learning

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-07-26 | ⏱️ Read time: 13 min read

Machine Learning unknowns that researchers struggle to understand – from Batch Norm to what SGD…
πŸ“Œ What We Still Don’t Understand About Machine Learning

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-07-26 | ⏱️ Read time: 1 min read

Machine Learning unknowns that researchers struggle to understand – from Batch Norm to what SGD…
πŸ“Œ Python Concurrency – A Brain-Friendly Guide for Data Professionals

πŸ—‚ Category: DATA ENGINEERING

πŸ•’ Date: 2024-07-26 | ⏱️ Read time: 9 min read

Moving data around can be slow. Here’s how you can squeeze every bit of performance…