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 3 AI Use Cases (That Are Not a Chatbot)

πŸ—‚ Category: MACHINE LEARNING

πŸ•’ Date: 2024-08-21 | ⏱️ Read time: 7 min read

Feature engineering, structuring unstructured data, and lead scoring
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πŸ“Œ AWS DeepRacer : A Practical Guide to Reducing The Sim2Real Gap – Part 1

πŸ—‚ Category: ROBOTICS

πŸ•’ Date: 2024-08-21 | ⏱️ Read time: 10 min read

In this guide (which also happens to be my first Medium article), I will share…
πŸ“Œ What Do Large Language Models β€œUnderstand”?

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2024-08-21 | ⏱️ Read time: 31 min read

A deep dive on the meaning of understanding and how it applies to LLMs
πŸ“Œ Hands-on Time Series Anomaly Detection using Autoencoders, with Python

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-08-21 | ⏱️ Read time: 12 min read

Here’s how to use Autoencoders to detect signals with anomalies in a few lines of…
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πŸ“Œ How I Used ChatGPT to Land My Next Data Science Role

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2025-10-06 | ⏱️ Read time: 9 min read

Practical AI hacks for every stage of the job searchβ€Š β€” with real prompts and examples
πŸ“Œ How To Build Effective Technical Guardrails for AI Applications

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2025-10-06 | ⏱️ Read time: 13 min read

Exploring the most practical guardrails to implement at ground level
πŸ“Œ Plotly Dash β€” A Structured Framework for a Multi-Page Dashboard

πŸ—‚ Category: DATA VISUALIZATION

πŸ•’ Date: 2025-10-06 | ⏱️ Read time: 12 min read

An easy starting point for larger and more complicated Dash dashboards
πŸ“Œ How To Get A Data Science Graduate Scheme / Internship

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-08-20 | ⏱️ Read time: 8 min read

My advice for university and college students wanting to get into data science
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πŸ“Œ Integrating LLM Agents with LangChain into VICA

πŸ—‚ Category:

πŸ•’ Date: 2024-08-20 | ⏱️ Read time: 17 min read

Learn how we use LLM Agents to improve and customise transactions in a chatbot!
πŸ“Œ Solving a Constrained Project Scheduling Problem with Quantum Annealing

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-08-20 | ⏱️ Read time: 29 min read

Solving the resource constrained project scheduling problem (RCPSP) with D-Wave’s hybrid constrained quadratic model (CQM)
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πŸ“Œ Implementing Convolutional Neural Networks in TensorFlow

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2024-08-20 | ⏱️ Read time: 6 min read

Step-by-step code guide to building a Convolutional Neural Network
πŸ“Œ How to Forecast Hierarchical Time Series

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2024-08-20 | ⏱️ Read time: 13 min read

A beginner’s guide to forecast reconciliation
πŸ“Œ ChatGPT vs. Claude vs. Gemini for Data Analysis (Part 2): Who’s the Best at EDA?

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2024-08-20 | ⏱️ Read time: 14 min read

Five criteria to compare ChatGPT, Claude, and Gemini in tackling Exploratory Data Analysis
πŸ“Œ Distance Metric Learning for Outlier Detection

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-08-20 | ⏱️ Read time: 23 min read

An outlier detection method that determines a relevant distance metric between records
πŸ“Œ How to Effortlessly Extract Receipt Information with OCR and GPT-4o mini

πŸ—‚ Category:

πŸ•’ Date: 2024-08-20 | ⏱️ Read time: 16 min read

Utilize OCR and the powerful GPT-4o mini model to perform information extraction on receipts
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.