Machine Learning – Telegram
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 || @Hussein_Sheikho
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📌 3 AI Use Cases (That Are Not a Chatbot)

🗂 Category: MACHINE LEARNING

🕒 Date: 2024-08-21 | ⏱️ Read time: 7 min read

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

🗂 Category: ROBOTICS

🕒 Date: 2024-08-21 | ⏱️ Read time: 10 min read

In this guide (which also happens to be my first Medium article), I will share…
📌 What Do Large Language Models “Understand”?

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2024-08-21 | ⏱️ Read time: 31 min read

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

🗂 Category: DATA SCIENCE

🕒 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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📌 How I Used ChatGPT to Land My Next Data Science Role

🗂 Category: DATA SCIENCE

🕒 Date: 2025-10-06 | ⏱️ Read time: 9 min read

Practical AI hacks for every stage of the job search  — with real prompts and examples
📌 How To Build Effective Technical Guardrails for AI Applications

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2025-10-06 | ⏱️ Read time: 13 min read

Exploring the most practical guardrails to implement at ground level
📌 Plotly Dash — A Structured Framework for a Multi-Page Dashboard

🗂 Category: DATA VISUALIZATION

🕒 Date: 2025-10-06 | ⏱️ Read time: 12 min read

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

🗂 Category: DATA SCIENCE

🕒 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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📌 Integrating LLM Agents with LangChain into VICA

🗂 Category:

🕒 Date: 2024-08-20 | ⏱️ Read time: 17 min read

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

🗂 Category: DATA SCIENCE

🕒 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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📌 Implementing Convolutional Neural Networks in TensorFlow

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2024-08-20 | ⏱️ Read time: 6 min read

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

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2024-08-20 | ⏱️ Read time: 13 min read

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

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2024-08-20 | ⏱️ Read time: 14 min read

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

🗂 Category: DATA SCIENCE

🕒 Date: 2024-08-20 | ⏱️ Read time: 23 min read

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

🗂 Category:

🕒 Date: 2024-08-20 | ⏱️ Read time: 16 min read

Utilize OCR and the powerful GPT-4o mini model to perform information extraction on receipts
📌 Path Representation in Python

🗂 Category: DATA SCIENCE

🕒 Date: 2024-08-20 | ⏱️ Read time: 5 min read

Stop using strings to represent paths and use pathlib instead
📌 Empowering Data-Driven Decisions: Embedding Trust in Text-to-SQL AI Agents

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 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
📌 K Nearest Neighbor Classifier, Explained: A Visual Guide with Code Examples for Beginners

🗂 Category: MACHINE LEARNING

🕒 Date: 2024-08-20 | ⏱️ Read time: 9 min read

The friendly neighbor approach to machine learning
📌 Speaker’s Privacy Protection in DNN-Based Speech Processing Tools

🗂 Category:

🕒 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…
📌 Unsupervised Learning Series: Exploring the Mean-Shift Algorithm

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2024-08-19 | ⏱️ Read time: 11 min read

Let’s learn one of the most famous density-based clustering algorithms, Mean-Shift.
📌 Don’t Limit Your RAG Knowledgebase to Just Text

🗂 Category: BUSINESS

🕒 Date: 2024-08-19 | ⏱️ Read time: 8 min read

Steal this plug-n-play Python noscript to easily implement images into your chatbot’s Knowledgebase