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.
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@HusseinSheikho
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Machine Learning
38.9K subscribers
Machine Learning
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AI-Powered Corrosion Detection for Industrial Equipment: A Scalable Approach with AWS
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Category: DATA SCIENCE
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Date: 2024-10-05 |
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Read time: 6 min read
A Complete AWS ML Solution with SageMaker, Lambda, and API Gateway
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Machine Learning
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Making Text Data AI-Ready
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Category: ARTIFICIAL INTELLIGENCE
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Date: 2024-10-04 |
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Read time: 8 min read
An introduction using no-code solutions
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Prompt Caching in LLMs: Intuition
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Category: DEEP LEARNING
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Date: 2024-10-04 |
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Read time: 4 min read
A brief tour of how caching works in attention-based models
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Running visibility analysis in QGIS
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Category: DATA SCIENCE
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Date: 2024-10-04 |
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Read time: 10 min read
One of my all-time favourite types of spatial analysis is visibility analysis. Itβs a reallyβ¦
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Four Takeaways from a 5-Year Journey
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Category: ARTIFICIAL INTELLIGENCE
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Date: 2024-10-04 |
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Read time: 6 min read
Navigating the post-graduation learnings
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Dynamic GitHub Pages β Panel (pyodide-worker)
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Category: PROGRAMMING
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Date: 2024-10-04 |
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Read time: 12 min read
How do you create a dynamic and client-side GitHub Pages ? The first stone in anβ¦
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Advanced Techniques in Lying using Data Visualizations
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Category: DATA VISUALIZATION
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Date: 2024-10-04 |
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Read time: 11 min read
Discover the power of chart design to manipulate an audience, whatever the narrative
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Stop Guessing and Measure Your RAG System to Drive Real Improvements
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Category:
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Date: 2024-10-04 |
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Read time: 30 min read
Key metrics and techniques to elevate your retrieval-augmented generation performance
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Data Architecture: Lessons Learned
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Category: DATA ENGINEERING
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Date: 2024-10-04 |
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Read time: 13 min read
Three important lessons I have learned on my journey as data engineer and architect
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What You Need to Know Before Switching to a Data Science Career in 2024
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Category: CAREER ADVICE
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Date: 2024-10-03 |
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Read time: 13 min read
How the market has changed (and the roadmap Iβd follow if I started my journeyβ¦
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Who Really Owns the Airbnbs Youβre Booking? β Marketing Perception vs Data Analytics Reality
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Category: DATA SCIENCE
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Date: 2024-10-03 |
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Read time: 9 min read
Over the last 20 years, Airbnb has spent billions on brand building as the authentic,β¦
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Graph RAG, Automated Prompt Engineering, Agent Frameworks, and Other September Must-Reads
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Category: DATA SCIENCE
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Date: 2024-10-03 |
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Read time: 4 min read
The stories that resonated the most with our community in the past month
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How to succeed with AI: Combining Kafka and AI Guardrails
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Category: DATA SCIENCE
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Date: 2024-10-03 |
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Read time: 5 min read
Why real-time data and governance are non-negotiable for AI
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Exploring How the New OpenAI Realtime API Simplifies Voice Agent Flows
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Category: ARTIFICIAL INTELLIGENCE
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Date: 2024-10-03 |
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Read time: 9 min read
Setting up a Voice Agent using Twilio and the OpenAI Realtime API
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Efficient Testing of ETL Pipelines with Python
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Category: DATA ENGINEERING
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Date: 2024-10-03 |
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Read time: 11 min read
How to Instantly Detect Data Quality Issues and Identify their Causes
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How to Handle Imbalanced Datasets in Machine Learning Projects
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Category: DATA SCIENCE
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Date: 2024-10-03 |
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Read time: 10 min read
Techniques to handle imbalanced datasets, examples, and Python snippets
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How to Calculate the Elasticity of Bids in PPC Marketing
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Category: DATA SCIENCE
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Date: 2024-10-03 |
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Read time: 10 min read
Elasticity of prices is the bread and butter of econometrics. But, how can we applyβ¦
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Time Series β ARIMA vs. SARIMA vs. LSTM: Hands-On Tutorial
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Category: DATA SCIENCE
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Date: 2024-10-03 |
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Read time: 16 min read
Letβs forecast the future step by step
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Time Complexity Analysis of Perfect Binary Tree Traversal
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Category: MATHEMATICS
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Date: 2024-10-03 |
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Read time: 34 min read
Deriving the tightest asymptotic bound of a particular tree traversal algorithm
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What Makes a True AI Agent? Rethinking the Pursuit of Autonomy
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Category: ARTIFICIAL INTELLIGENCE
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Date: 2024-10-02 |
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Read time: 14 min read
Unpacking the six core traits of AI agents and why foundations matter more than buzzwords
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Three Steps to Identify Your Businessβs Silver Bullets for Success
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Category: DATA SCIENCE
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Date: 2024-10-02 |
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Read time: 6 min read
Discover how identifying early customer behaviors can predict long-term retention and increase revenue for yourβ¦
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