Machine Learning
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Real Machine Learning β€” simple, practical, and built on experience.
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Admin: @HusseinSheikho || @Hussein_Sheikho
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πŸ“Œ Applications of Rolling Windows for Time Series, with Python

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-09-15 | ⏱️ Read time: 12 min read

Here’s some powerful applications of Rolling Windows and Time Series
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πŸ“Œ A Powerful Feature for Boosting Python Code Efficiency and Streamlining Complex Workflows

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-09-15 | ⏱️ Read time: 10 min read

All you need to know about Python loops
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πŸ“Œ Build a Tokenizer for the Thai Language from Scratch

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2024-09-14 | ⏱️ Read time: 16 min read

A step-by-step guide to building a Thai multilingual sub-word tokenizer based on a BPE algorithm…
πŸ“Œ Bayesian Linear Regression: A Complete Beginner’s guide

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-09-14 | ⏱️ Read time: 11 min read

A workflow and code walkthrough for building a Bayesian regression model in STAN
πŸ“Œ Tips on How to Manage Large Scale Data Science Projects

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2024-09-14 | ⏱️ Read time: 7 min read

Use these tips to maximize the success of your data science project
πŸ“Œ Seven Common Causes of Data Leakage in Machine Learning

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2024-09-14 | ⏱️ Read time: 8 min read

Key Steps in data preprocessing, feature engineering, and train-test splitting to prevent data leakage
πŸ“Œ How I Make Time for Everything (Even with a Full-Time Job)

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-09-14 | ⏱️ Read time: 8 min read

How I am able to do YouTube videos, write blogs, and send out a newsletter…
πŸ“Œ The Essential Guide to Effectively Summarizing Massive Documents, Part 1

πŸ—‚ Category: LARGE LANGUAGE MODELS

πŸ•’ Date: 2024-09-14 | ⏱️ Read time: 10 min read

Document summarization is important for GenAI use-cases, but what if the documents are too BIG!?…
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πŸ“Œ MIDI Files as Training Data

πŸ—‚ Category: MACHINE LEARNING

πŸ•’ Date: 2024-09-13 | ⏱️ Read time: 10 min read

A fundamental difference: MIDI scores vs MIDI performances
πŸ“Œ Differentiate Noisy Time Series Data with Symbolic Regression

πŸ—‚ Category:

πŸ•’ Date: 2024-09-13 | ⏱️ Read time: 17 min read

A step-by-step example of a possibility to derive a noisy time series profile if data…
πŸ“Œ Creating Project Environments in Python with VSCode

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-09-13 | ⏱️ Read time: 5 min read

Learn how to manage different environments for your Python projects
πŸ“Œ Transformer? Diffusion? Transfusion!

πŸ—‚ Category: DEEP LEARNING

πŸ•’ Date: 2024-09-12 | ⏱️ Read time: 6 min read

A gentle introduction to the latest multi-modal transfusion model
πŸ“Œ How the LLM Got Lost in the Network and Discovered Graph Reasoning

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2024-09-12 | ⏱️ Read time: 10 min read

Enhancing large language models: A journey through graph reasoning and instruction-tuning
πŸ“Œ Hands-On Imitation Learning: From Behavior Cloning to Multi-Modal Imitation Learning

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2024-09-12 | ⏱️ Read time: 16 min read

An overview of the most prominent methods in imitation learning while testing on a grid…
πŸ“Œ Water Cooler Small Talk: Gambler’s Fallacy and Ruin

πŸ—‚ Category: DATA SCIENCE

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

An intuitive and thorough explanation of gambling, luck, and risk to keep you from looking…
πŸ“Œ Can You See the War from Space?

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-09-12 | ⏱️ Read time: 7 min read

Case study of the Russian-Ukrainian war
πŸ“Œ The Who, What, Why of AI

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2024-09-12 | ⏱️ Read time: 10 min read

Success starts with the questions no one else asks
πŸ“Œ The Data All Around Us: From Sports to Household Management

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-09-12 | ⏱️ Read time: 4 min read

Our weekly selection of must-read Editors’ Picks and original features
πŸ“Œ Introducing NumPy, Part 2: Indexing Arrays

πŸ—‚ Category: DATA SCIENCE

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

Slicing and dicing like a pro
πŸ“Œ The β€œWho Does What” Guide To Enterprise Data Quality

πŸ—‚ Category: DATA ENGINEERING

πŸ•’ Date: 2024-09-12 | ⏱️ Read time: 10 min read

One answer and many best practices for how larger organizations can operationalizing data quality programs…