Machine Learning – Telegram
Machine Learning
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32 videos
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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 o1: Is This the Enigmatic Force That Will Reshape Every Knowledge Sector We Know?

🗂 Category: CHATGPT

🕒 Date: 2024-09-16 | ⏱️ Read time: 7 min read

My first encounters with the o1 model
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📌 Introducing NumPy, Part 3: Manipulating Arrays

🗂 Category: DATA SCIENCE

🕒 Date: 2024-09-15 | ⏱️ Read time: 7 min read

Shaping, transposing, joining, and splitting arrays
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📌 Applications of Rolling Windows for Time Series, with Python

🗂 Category: DATA SCIENCE

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

Here’s some powerful applications of Rolling Windows and Time Series
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📌 A Powerful Feature for Boosting Python Code Efficiency and Streamlining Complex Workflows

🗂 Category: DATA SCIENCE

🕒 Date: 2024-09-15 | ⏱️ Read time: 10 min read

All you need to know about Python loops
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📌 Build a Tokenizer for the Thai Language from Scratch

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2024-09-14 | ⏱️ Read time: 16 min read

A step-by-step guide to building a Thai multilingual sub-word tokenizer based on a BPE algorithm…
📌 Bayesian Linear Regression: A Complete Beginner’s guide

🗂 Category: DATA SCIENCE

🕒 Date: 2024-09-14 | ⏱️ Read time: 11 min read

A workflow and code walkthrough for building a Bayesian regression model in STAN
📌 Tips on How to Manage Large Scale Data Science Projects

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2024-09-14 | ⏱️ Read time: 7 min read

Use these tips to maximize the success of your data science project
📌 Seven Common Causes of Data Leakage in Machine Learning

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2024-09-14 | ⏱️ Read time: 8 min read

Key Steps in data preprocessing, feature engineering, and train-test splitting to prevent data leakage
📌 How I Make Time for Everything (Even with a Full-Time Job)

🗂 Category: DATA SCIENCE

🕒 Date: 2024-09-14 | ⏱️ Read time: 8 min read

How I am able to do YouTube videos, write blogs, and send out a newsletter…
📌 The Essential Guide to Effectively Summarizing Massive Documents, Part 1

🗂 Category: LARGE LANGUAGE MODELS

🕒 Date: 2024-09-14 | ⏱️ Read time: 10 min read

Document summarization is important for GenAI use-cases, but what if the documents are too BIG!?…
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📌 MIDI Files as Training Data

🗂 Category: MACHINE LEARNING

🕒 Date: 2024-09-13 | ⏱️ Read time: 10 min read

A fundamental difference: MIDI scores vs MIDI performances
📌 Differentiate Noisy Time Series Data with Symbolic Regression

🗂 Category:

🕒 Date: 2024-09-13 | ⏱️ Read time: 17 min read

A step-by-step example of a possibility to derive a noisy time series profile if data…
📌 Creating Project Environments in Python with VSCode

🗂 Category: DATA SCIENCE

🕒 Date: 2024-09-13 | ⏱️ Read time: 5 min read

Learn how to manage different environments for your Python projects
📌 Transformer? Diffusion? Transfusion!

🗂 Category: DEEP LEARNING

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

A gentle introduction to the latest multi-modal transfusion model
📌 How the LLM Got Lost in the Network and Discovered Graph Reasoning

🗂 Category: ARTIFICIAL INTELLIGENCE

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

Enhancing large language models: A journey through graph reasoning and instruction-tuning
📌 Hands-On Imitation Learning: From Behavior Cloning to Multi-Modal Imitation Learning

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2024-09-12 | ⏱️ Read time: 16 min read

An overview of the most prominent methods in imitation learning while testing on a grid…
📌 Water Cooler Small Talk: Gambler’s Fallacy and Ruin

🗂 Category: DATA SCIENCE

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

An intuitive and thorough explanation of gambling, luck, and risk to keep you from looking…
📌 Can You See the War from Space?

🗂 Category: DATA SCIENCE

🕒 Date: 2024-09-12 | ⏱️ Read time: 7 min read

Case study of the Russian-Ukrainian war
📌 The Who, What, Why of AI

🗂 Category: ARTIFICIAL INTELLIGENCE

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

Success starts with the questions no one else asks
📌 The Data All Around Us: From Sports to Household Management

🗂 Category: DATA SCIENCE

🕒 Date: 2024-09-12 | ⏱️ Read time: 4 min read

Our weekly selection of must-read Editors’ Picks and original features
📌 Introducing NumPy, Part 2: Indexing Arrays

🗂 Category: DATA SCIENCE

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

Slicing and dicing like a pro