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 Path Representation in Python

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-08-20 | ⏱️ Read time: 5 min read

Stop using strings to represent paths and use pathlib instead
πŸ“Œ Empowering Data-Driven Decisions: Embedding Trust in Text-to-SQL AI Agents

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2024-08-20 | ⏱️ Read time: 19 min read

Simplify complex data environments for users utilizing reliable AI Agent systems towards better data-driven decision-making
πŸ“Œ K Nearest Neighbor Classifier, Explained: A Visual Guide with Code Examples for Beginners

πŸ—‚ Category: MACHINE LEARNING

πŸ•’ Date: 2024-08-20 | ⏱️ Read time: 9 min read

The friendly neighbor approach to machine learning
πŸ“Œ Speaker’s Privacy Protection in DNN-Based Speech Processing Tools

πŸ—‚ Category:

πŸ•’ Date: 2024-08-20 | ⏱️ Read time: 11 min read

A novel method in privacy-preserving speech processing which anonymizes the speaker attributes using space-filling vector…
πŸ“Œ Unsupervised Learning Series: Exploring the Mean-Shift Algorithm

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2024-08-19 | ⏱️ Read time: 11 min read

Let’s learn one of the most famous density-based clustering algorithms, Mean-Shift.
πŸ“Œ Don’t Limit Your RAG Knowledgebase to Just Text

πŸ—‚ Category: BUSINESS

πŸ•’ Date: 2024-08-19 | ⏱️ Read time: 8 min read

Steal this plug-n-play Python script to easily implement images into your chatbot’s Knowledgebase
πŸ“Œ The End of Required Work: Universal Basic Income and AI-Driven Prosperity

πŸ—‚ Category:

πŸ•’ Date: 2024-08-19 | ⏱️ Read time: 16 min read

How a tax on AI work might let everyone share the imminent bounty from AI…
πŸ“Œ The Evolution of SQL

πŸ—‚ Category: DATA ENGINEERING

πŸ•’ Date: 2024-08-18 | ⏱️ Read time: 13 min read

Unlocking the power of large language models
πŸ“Œ The Art of Chunking: Boosting AI Performance in RAG Architectures

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2024-08-18 | ⏱️ Read time: 15 min read

The Key to Effective AI-Driven Retrieval
πŸ“Œ The Art of Chunking: Boosting AI Performance in RAG Architectures

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2024-08-18 | ⏱️ Read time: 1 min read

The Key to Effective AI-Driven Retrieval
πŸ“Œ Bad Assumptions – The Downfall of Even Experienced Data Scientists

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-08-16 | ⏱️ Read time: 11 min read

Data can be deceptive, so be on your toes!
πŸ“Œ We Built an Open-Source Data Quality Testframework for PySpark

πŸ—‚ Category: DATA ENGINEERING

πŸ•’ Date: 2024-08-16 | ⏱️ Read time: 6 min read

Measure and report your data quality with ease
πŸ“Œ Optimizing Marketing Campaigns with Budgeted Multi-Armed Bandits

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-08-16 | ⏱️ Read time: 10 min read

With demos, our new solution, and a video
πŸ“Œ Step-by-Step Guide for Building Interactive Calendars in Plotly

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-08-16 | ⏱️ Read time: 7 min read

Create interactive calendars with heatmaps using Plotly
πŸ“Œ From Basics to Advanced: Exploring LangGraph

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2024-08-15 | ⏱️ Read time: 25 min read

Building single- and multi-agent workflows with human-in-the-loop interactions
πŸ“Œ Powering Experiments with CUPED and Double Machine Learning

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-08-15 | ⏱️ Read time: 19 min read

Causal AI, exploring the integration of causal reasoning into machine learning
πŸ“Œ Simplify Information Extraction: A Reusable Prompt Template for GPT Models

πŸ—‚ Category: CHATGPT

πŸ•’ Date: 2024-08-15 | ⏱️ Read time: 8 min read

A prompt template containing prompting techniques that have worked for me on over a dozen…
πŸ“Œ From Surrogate Modelling to Aerospace Engineering: a NASA Case Study

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2024-08-15 | ⏱️ Read time: 12 min read

This is how Surrogate Modelling is revolutionizing the world of Aerospace Engineering, from theory to…
πŸ“Œ Real world Use Cases: Forecasting Service Utilization Using Tabnet and Optuna

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-08-15 | ⏱️ Read time: 7 min read

Data science is at its best out in the real world. I intend to share…
πŸ“Œ 5 Ways You Are Sabotaging AI As A Leader

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2024-08-15 | ⏱️ Read time: 9 min read

The key mistakes that are derailing AI potential and burning investment