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 Shortest Path Algorithms: How to Use Data to Navigate and Optimize

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-07-30 | ⏱️ Read time: 8 min read

An Overview of Dijkstra’s Algorithm and Bellman-Ford Algorithm
πŸ“Œ Can Generative AI Lead to AI Collapse?

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2024-07-30 | ⏱️ Read time: 9 min read

AI eating its own tail: the risk of model collapse in generative systems
πŸ“Œ Data Warehouse, Redefined

πŸ—‚ Category: DATA ENGINEERING

πŸ•’ Date: 2024-07-30 | ⏱️ Read time: 9 min read

Rethinking data warehousing: Why redefinition is necessary even beyond Modern Data Warehouse (MDW) and Lakehouse…
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πŸ“Œ A Practical Guide to Contrastive Learning

πŸ—‚ Category: DEEP LEARNING

πŸ•’ Date: 2024-07-30 | ⏱️ Read time: 10 min read

How to build your very first SimSiam model with FashionMNIST
πŸ“Œ Deploying dbt Projects at Scale on Google Cloud

πŸ—‚ Category: DATA ENGINEERING

πŸ•’ Date: 2024-07-29 | ⏱️ Read time: 13 min read

Containerising and running dbt projects with Artifact Registry, Cloud Composer, GitHub Actions and dbt-airflow
πŸ“Œ How to Stand Out in Your Data Scientist Interview

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-07-29 | ⏱️ Read time: 9 min read

A tip from my experience hiring Data Scientists, which even seasoned professionals aren’t aware of
πŸ“Œ Visualizing 3D Spatial Data With Pydeck

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-07-29 | ⏱️ Read time: 4 min read

How to create building model maps in Python
πŸ“Œ Stable and fast randomization using hash spaces

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-07-29 | ⏱️ Read time: 8 min read

Generate consistent assignments on the fly across different implementation environments
πŸ“Œ Navigating Data Science: B2C vs. B2B Analytics

πŸ—‚ Category: BUSINESS

πŸ•’ Date: 2024-07-29 | ⏱️ Read time: 12 min read

How customer types shape data science roles and methodologies
πŸ“Œ Hands on Career Path Modelling Using Markov Chain, with Python

πŸ—‚ Category: CAREER ADVICE

πŸ•’ Date: 2024-07-29 | ⏱️ Read time: 14 min read

This is how I used basic probability to simulate career development
πŸ“Œ Python Set Is Way Faster Than List, True Or False?

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-07-29 | ⏱️ Read time: 6 min read

Comprehensive performance comparison and discussion around data structure
πŸ“Œ Isochrones in Python

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-07-29 | ⏱️ Read time: 4 min read

Highlighting walkability areas in Python
πŸ“Œ Fine-Tune Llama 3.1 Ultra-Efficiently with Unsloth

πŸ—‚ Category: LARGE LANGUAGE MODELS

πŸ•’ Date: 2024-07-29 | ⏱️ Read time: 14 min read

A beginner’s guide to state-of-the-art supervised fine-tuning
πŸ“Œ Maximize Savings on Your Unused Fabric Capacities

πŸ—‚ Category: DATA ENGINEERING

πŸ•’ Date: 2024-07-29 | ⏱️ Read time: 9 min read

Automate your Microsoft Fabric capacity state with Azure Logic Apps Disclaimer: This post will not…
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πŸ“Œ You Didn’t Conduct an A/B Test. You Can Still Simulate One Retrospectively.

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-07-29 | ⏱️ Read time: 17 min read

Modeling a synthetic (but high quality) control group as a baseline to infer whether the…
πŸ“Œ A Simple Regularization for Your GANs

πŸ—‚ Category: MACHINE LEARNING

πŸ•’ Date: 2024-07-29 | ⏱️ Read time: 17 min read

In 2018, I had the privilege of orally presenting my paper at the AAAI conference.…
πŸ“Œ Was Michael Scott the World’s Best Boss?

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-07-29 | ⏱️ Read time: 17 min read

Sentiment analysis of β€˜The Office’ TV series using SchrutePy, NLTK and Hugging Face Transformers
πŸ“Œ Does Data-Driven Storytelling Need to Be Objective?

πŸ—‚ Category: DATA VISUALIZATION

πŸ•’ Date: 2024-07-29 | ⏱️ Read time: 14 min read

Striking the balance between efficiency and engagement of your data-driven stories
πŸ“Œ How to Create an LLM-Powered app to Convert Text to Presentation Slides: GenSlide – A Step-by-step…

πŸ—‚ Category: MACHINE LEARNING

πŸ•’ Date: 2024-07-29 | ⏱️ Read time: 9 min read

Create a simple yet powerful application that uses LLMs to convert your written content to…
πŸ“Œ Can AI Agents Do Your Day-to-Day Tasks on Apps?

πŸ—‚ Category: LARGE LANGUAGE MODELS

πŸ•’ Date: 2024-07-28 | ⏱️ Read time: 9 min read

Benchmarking coding agents in a world of apps and people