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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📌 OpenAI Prompt Cache Monitoring

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2024-12-10 | ⏱️ Read time: 10 min read

A worked example using Python and the chat completion API
📌 Synthetic Data in Practice: A Shopify Case Study

🗂 Category:

🕒 Date: 2024-12-10 | ⏱️ Read time: 15 min read

Testing new Snowflake functionality with a 30k records dataset
📌 Predicted Probability, Explained: A Visual Guide with Code Examples for Beginners

🗂 Category: MACHINE LEARNING

🕒 Date: 2024-12-10 | ⏱️ Read time: 18 min read

7 basic classifiers reveal their prediction confidence math
📌 ML Beginners Should Read Papers

🗂 Category: DEEP LEARNING

🕒 Date: 2024-12-10 | ⏱️ Read time: 4 min read

Here’s why and how
📌 Probability Distributions: Poisson vs. Binomial Distribution

🗂 Category: DATA SCIENCE

🕒 Date: 2024-12-10 | ⏱️ Read time: 11 min read

Using Soccer to Understand the Difference Between Poisson & Binomial: Probability for Data Science Series…
📌 The Case Against Centralized Medallion Architecture

🗂 Category:

🕒 Date: 2024-12-09 | ⏱️ Read time: 10 min read

Why tailored, decentralized data quality trumps the medallion architecture
📌 Uncertainty Quantification in Time Series Forecasting

🗂 Category: DATA SCIENCE

🕒 Date: 2024-12-09 | ⏱️ Read time: 12 min read

A deep dive into EnbPI, a Conformal Prediction approach for time series forecasting
📌 Learnings from a Machine Learning Engineer — Part 2: The Data Sets

🗂 Category: MACHINE LEARNING

🕒 Date: 2025-02-13 | ⏱️ Read time: 10 min read

In Part 1, we discussed the importance of collecting good image data and assigning proper labels…
📌 Extracting Structured Vehicle Data from Images

🗂 Category:

🕒 Date: 2025-01-27 | ⏱️ Read time: 10 min read

Build an Automated Vehicle Documentation System that Extracts Structured Information from Images, using OpenAI API,…
📌 Here’s What I Learned About Information Theory Through Wordle

🗂 Category: DATA SCIENCE

🕒 Date: 2024-12-09 | ⏱️ Read time: 8 min read

The Science Behind Better Guesses
📌 Why Data Scientists Need These Software Engineering Skills

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2024-12-09 | ⏱️ Read time: 6 min read

Learn these things to become a more well-rounded data scientist
📌 Can LLMs talk SQL, SPARQL, Cypher, and MongoDB Query Language (MQL) equally well?

🗂 Category:

🕒 Date: 2024-12-09 | ⏱️ Read time: 9 min read

Comparing Text-to-Query capabilities of Large Language Models (LLMs) for four different Query Language
📌 Accusatory AI: How a Widespread Misuse of AI Technology Is Harming Students

🗂 Category:

🕒 Date: 2024-12-09 | ⏱️ Read time: 8 min read

What should be done when an AI accuses a student of misconduct by using AI?
📌 Unlocking Hidden Potential: Exploring Second-Round Purchasers

🗂 Category: MACHINE LEARNING

🕒 Date: 2024-12-09 | ⏱️ Read time: 15 min read

Finding customer segments for optimal retargetting using LLM embeddings and ML model
📌 Streamline Your Workflow when Starting a New Research Paper

🗂 Category: DATA SCIENCE

🕒 Date: 2024-12-08 | ⏱️ Read time: 6 min read

Python code to create folders and Word documents for research papers in biomedical sciences -…
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📌 AI, My Holiday Elf: Building a Gift Recommender for the Perfect Christmas

🗂 Category: DATA SCIENCE

🕒 Date: 2024-12-08 | ⏱️ Read time: 9 min read

How I used AI and Streamlit to create a festive and fun gift recommendation app
📌 Scientists Go Serious About Large Language Models Mirroring Human Thinking

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2024-12-08 | ⏱️ Read time: 15 min read

A discussion of the latest research suggesting that LLMs do work like the human brain-with…
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📌 My #30DayMapChallenge 2024

🗂 Category:

🕒 Date: 2024-12-07 | ⏱️ Read time: 15 min read

30 Days, 30 Maps: My November Adventure in Digital Cartography
📌 How to Prepare for Your Data Science Behavioural Interview

🗂 Category: DATA SCIENCE

🕒 Date: 2024-12-07 | ⏱️ Read time: 6 min read

My top tips to smash your next data science behavioural interview
📌 I’m Doing the Advent of Code 2024 in Python - Day 1

🗂 Category: DATA SCIENCE

🕒 Date: 2024-12-07 | ⏱️ Read time: 5 min read

Let’s see how many stars we’ll collect.
📌 How to Integrate AI and Data Science into Your Business Strategy

🗂 Category: STRATEGY

🕒 Date: 2024-12-06 | ⏱️ Read time: 14 min read

Insider consulting guide to conducting a successful 2-day executive workshop