Machine Learning
@DataScienceM
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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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Shortest Path Algorithms: How to Use Data to Navigate and Optimize
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Category: DATA SCIENCE
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Date: 2024-07-30 |
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Read time: 8 min read
An Overview of Dijkstraβs Algorithm and Bellman-Ford Algorithm
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Can Generative AI Lead to AI Collapse?
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Category: ARTIFICIAL INTELLIGENCE
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Date: 2024-07-30 |
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Read time: 9 min read
AI eating its own tail: the risk of model collapse in generative systems
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Data Warehouse, Redefined
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Category: DATA ENGINEERING
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Date: 2024-07-30 |
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Read time: 9 min read
Rethinking data warehousing: Why redefinition is necessary even beyond Modern Data Warehouse (MDW) and Lakehouseβ¦
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A Practical Guide to Contrastive Learning
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Category: DEEP LEARNING
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Date: 2024-07-30 |
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Read time: 10 min read
How to build your very first SimSiam model with FashionMNIST
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Deploying dbt Projects at Scale on Google Cloud
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Category: DATA ENGINEERING
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Date: 2024-07-29 |
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Read time: 13 min read
Containerising and running dbt projects with Artifact Registry, Cloud Composer, GitHub Actions and dbt-airflow
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How to Stand Out in Your Data Scientist Interview
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Category: DATA SCIENCE
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Date: 2024-07-29 |
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Read time: 9 min read
A tip from my experience hiring Data Scientists, which even seasoned professionals arenβt aware of
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Visualizing 3D Spatial Data With Pydeck
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Category: DATA SCIENCE
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Date: 2024-07-29 |
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Read time: 4 min read
How to create building model maps in Python
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Stable and fast randomization using hash spaces
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Category: DATA SCIENCE
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Date: 2024-07-29 |
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Read time: 8 min read
Generate consistent assignments on the fly across different implementation environments
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Navigating Data Science: B2C vs. B2B Analytics
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Category: BUSINESS
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Date: 2024-07-29 |
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Read time: 12 min read
How customer types shape data science roles and methodologies
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Hands on Career Path Modelling Using Markov Chain, with Python
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Category: CAREER ADVICE
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Date: 2024-07-29 |
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Read time: 14 min read
This is how I used basic probability to simulate career development
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Python Set Is Way Faster Than List, True Or False?
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Category: DATA SCIENCE
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Date: 2024-07-29 |
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Read time: 6 min read
Comprehensive performance comparison and discussion around data structure
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Isochrones in Python
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Category: DATA SCIENCE
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Date: 2024-07-29 |
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Read time: 4 min read
Highlighting walkability areas in Python
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Fine-Tune Llama 3.1 Ultra-Efficiently with Unsloth
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Category: LARGE LANGUAGE MODELS
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Date: 2024-07-29 |
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Read time: 14 min read
A beginnerβs guide to state-of-the-art supervised fine-tuning
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Maximize Savings on Your Unused Fabric Capacities
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Category: DATA ENGINEERING
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Date: 2024-07-29 |
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Read time: 9 min read
Automate your Microsoft Fabric capacity state with Azure Logic Apps Disclaimer: This post will notβ¦
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You Didnβt Conduct an A/B Test. You Can Still Simulate One Retrospectively.
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Category: DATA SCIENCE
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Date: 2024-07-29 |
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Read time: 17 min read
Modeling a synthetic (but high quality) control group as a baseline to infer whether theβ¦
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A Simple Regularization for Your GANs
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Category: MACHINE LEARNING
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Date: 2024-07-29 |
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Read time: 17 min read
In 2018, I had the privilege of orally presenting my paper at the AAAI conference.β¦
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Was Michael Scott the Worldβs Best Boss?
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Category: DATA SCIENCE
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Date: 2024-07-29 |
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Read time: 17 min read
Sentiment analysis of βThe Officeβ TV series using SchrutePy, NLTK and Hugging Face Transformers
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Does Data-Driven Storytelling Need to Be Objective?
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Category: DATA VISUALIZATION
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Date: 2024-07-29 |
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Read time: 14 min read
Striking the balance between efficiency and engagement of your data-driven stories
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How to Create an LLM-Powered app to Convert Text to Presentation Slides: GenSlide β A Step-by-stepβ¦
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Category: MACHINE LEARNING
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Date: 2024-07-29 |
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Read time: 9 min read
Create a simple yet powerful application that uses LLMs to convert your written content toβ¦
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Can AI Agents Do Your Day-to-Day Tasks on Apps?
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Category: LARGE LANGUAGE MODELS
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Date: 2024-07-28 |
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Read time: 9 min read
Benchmarking coding agents in a world of apps and people
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