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
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πŸ“Œ AI-Powered Corrosion Detection for Industrial Equipment: A Scalable Approach with AWS

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-10-05 | ⏱️ Read time: 6 min read

A Complete AWS ML Solution with SageMaker, Lambda, and API Gateway
πŸ“Œ Making Text Data AI-Ready

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2024-10-04 | ⏱️ Read time: 8 min read

An introduction using no-code solutions
πŸ“Œ Prompt Caching in LLMs: Intuition

πŸ—‚ Category: DEEP LEARNING

πŸ•’ Date: 2024-10-04 | ⏱️ Read time: 4 min read

A brief tour of how caching works in attention-based models
πŸ“Œ Running visibility analysis in QGIS

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-10-04 | ⏱️ Read time: 10 min read

One of my all-time favourite types of spatial analysis is visibility analysis. It’s a really…
πŸ“Œ Four Takeaways from a 5-Year Journey

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2024-10-04 | ⏱️ Read time: 6 min read

Navigating the post-graduation learnings
πŸ“Œ Dynamic GitHub Pages – Panel (pyodide-worker)

πŸ—‚ Category: PROGRAMMING

πŸ•’ Date: 2024-10-04 | ⏱️ Read time: 12 min read

How do you create a dynamic and client-side GitHub Pages ? The first stone in an…
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πŸ“Œ Advanced Techniques in Lying using Data Visualizations

πŸ—‚ Category: DATA VISUALIZATION

πŸ•’ Date: 2024-10-04 | ⏱️ Read time: 11 min read

Discover the power of chart design to manipulate an audience, whatever the narrative
πŸ“Œ Stop Guessing and Measure Your RAG System to Drive Real Improvements

πŸ—‚ Category:

πŸ•’ Date: 2024-10-04 | ⏱️ Read time: 30 min read

Key metrics and techniques to elevate your retrieval-augmented generation performance
πŸ“Œ Data Architecture: Lessons Learned

πŸ—‚ Category: DATA ENGINEERING

πŸ•’ Date: 2024-10-04 | ⏱️ Read time: 13 min read

Three important lessons I have learned on my journey as data engineer and architect
πŸ“Œ What You Need to Know Before Switching to a Data Science Career in 2024

πŸ—‚ Category: CAREER ADVICE

πŸ•’ Date: 2024-10-03 | ⏱️ Read time: 13 min read

How the market has changed (and the roadmap I’d follow if I started my journey…
πŸ“Œ Who Really Owns the Airbnbs You’re Booking? – Marketing Perception vs Data Analytics Reality

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-10-03 | ⏱️ Read time: 9 min read

Over the last 20 years, Airbnb has spent billions on brand building as the authentic,…
πŸ“Œ Graph RAG, Automated Prompt Engineering, Agent Frameworks, and Other September Must-Reads

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-10-03 | ⏱️ Read time: 4 min read

The stories that resonated the most with our community in the past month
πŸ“Œ How to succeed with AI: Combining Kafka and AI Guardrails

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-10-03 | ⏱️ Read time: 5 min read

Why real-time data and governance are non-negotiable for AI
πŸ“Œ Exploring How the New OpenAI Realtime API Simplifies Voice Agent Flows

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2024-10-03 | ⏱️ Read time: 9 min read

Setting up a Voice Agent using Twilio and the OpenAI Realtime API
πŸ“Œ Efficient Testing of ETL Pipelines with Python

πŸ—‚ Category: DATA ENGINEERING

πŸ•’ Date: 2024-10-03 | ⏱️ Read time: 11 min read

How to Instantly Detect Data Quality Issues and Identify their Causes
πŸ“Œ How to Handle Imbalanced Datasets in Machine Learning Projects

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-10-03 | ⏱️ Read time: 10 min read

Techniques to handle imbalanced datasets, examples, and Python snippets
πŸ“Œ How to Calculate the Elasticity of Bids in PPC Marketing

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-10-03 | ⏱️ Read time: 10 min read

Elasticity of prices is the bread and butter of econometrics. But, how can we apply…
πŸ“Œ Time Series – ARIMA vs. SARIMA vs. LSTM: Hands-On Tutorial

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-10-03 | ⏱️ Read time: 16 min read

Let’s forecast the future step by step
πŸ“Œ Time Complexity Analysis of Perfect Binary Tree Traversal

πŸ—‚ Category: MATHEMATICS

πŸ•’ Date: 2024-10-03 | ⏱️ Read time: 34 min read

Deriving the tightest asymptotic bound of a particular tree traversal algorithm
πŸ“Œ What Makes a True AI Agent? Rethinking the Pursuit of Autonomy

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2024-10-02 | ⏱️ Read time: 14 min read

Unpacking the six core traits of AI agents and why foundations matter more than buzzwords
πŸ“Œ Three Steps to Identify Your Business’s Silver Bullets for Success

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-10-02 | ⏱️ Read time: 6 min read

Discover how identifying early customer behaviors can predict long-term retention and increase revenue for your…
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