Machine Learning
39.4K subscribers
3.55K photos
24 videos
46 files
578 links
Real Machine Learning — simple, practical, and built on experience.
Learn step by step with clear explanations and working code.

Admin: @HusseinSheikho || @Hussein_Sheikho
Download Telegram
📌 Building Research Agents for Tech Insights

🗂 Category: AGENTIC AI

🕒 Date: 2025-09-13 | ⏱️ Read time: 10 min read

Using a controlled workflow, unique data & prompt chaining
📌 Apollo and Design Choices of Video Large Multimodal Models (LMMs)

🗂 Category: META

🕒 Date: 2025-01-23 | ⏱️ Read time: 13 min read

Let’s Explore Major Design Choices from Meta’s Apollo Paper
📌 On a Time Crunch but Still Want to Learn to Develop Multi-Agent AI?

🗂 Category: DATA SCIENCE

🕒 Date: 2025-01-23 | ⏱️ Read time: 15 min read

These 3 starter projects only take a weekend (and a few cups of coffee, maybe)
📌 The Solar Cycle(s): history, data analysis and trend forecasting.

🗂 Category: ANALYTICS

🕒 Date: 2025-01-23 | ⏱️ Read time: 14 min read

A brief article on the Solar Cycles: data analysis and time series forecasting for the…
📌 Simplicity Over Black Boxes

🗂 Category: ANALYTICS

🕒 Date: 2025-01-23 | ⏱️ Read time: 7 min read

Turning complex ML models into simple, interpretable rules with Human Knowledge Models for actionable insights…
📌 Building Successful AI Apps: The Dos and Don’ts

🗂 Category: DATA SCIENCE

🕒 Date: 2025-01-23 | ⏱️ Read time: 4 min read

Our weekly selection of must-read Editors’ Picks and original features
📌 Real World Use Cases: Strategies that Will Bridge the Gap Between Development and Productionizing

🗂 Category: DATA SCIENCE

🕒 Date: 2025-01-23 | ⏱️ Read time: 9 min read

Data science demonstrates its value when applied to practical challenges. This article shares insights gained…
2
📌 Nine Pico PIO Wats with MicroPython (Part 1)

🗂 Category: PROGRAMMING

🕒 Date: 2025-01-23 | ⏱️ Read time: 19 min read

Raspberry Pi programmable IO pitfalls illustrated with a musical example
1
Machine Learning pinned «🚀🔥 𝗕𝗲𝗰𝗼𝗺𝗲 𝗮𝗻 𝗔𝗴𝗲𝗻𝘁𝗶𝗰 𝗔𝗜 𝗕𝘂𝗶𝗹𝗱𝗲𝗿 — 𝗙𝗿𝗲𝗲 𝗖𝗲𝗿𝘁𝗶𝗳𝗶𝗰𝗮𝘁𝗶𝗼𝗻 𝗣𝗿𝗼𝗴𝗿𝗮𝗺 Master the hottest skill in tech: building intelligent AI systems that think and act independently. Learn to build smart 𝗰𝗵𝗮𝘁𝗯𝗼𝘁𝘀, 𝗔𝗜 𝗮𝘀𝘀𝗶𝘀𝘁𝗮𝗻𝘁𝘀 𝗮𝗻𝗱 𝗺𝘂𝗹𝘁𝗶-𝗮𝗴𝗲𝗻𝘁 𝘀𝘆𝘀𝘁𝗲𝗺𝘀. 𝗘𝗮𝗿𝗻 𝗽𝗿𝗼𝗳𝗲𝘀𝘀𝗶𝗼𝗻𝗮𝗹 𝗰𝗲𝗿𝘁𝗶𝗳𝗶𝗰𝗮𝘁𝗶𝗼𝗻…»
📌 Behind the Scenes of a Successful Data Analytics Project

🗂 Category: DATA SCIENCE

🕒 Date: 2025-01-23 | ⏱️ Read time: 10 min read

Learn the steps to approach any data analytics project like a pro.
1
📌 Harmonizing and Pooling Datasets for Health Research in R

🗂 Category: CODING

🕒 Date: 2025-01-22 | ⏱️ Read time: 11 min read

R code to extract data from unique datasets and combine them in one harmonized dataset…
📌 Understanding Emergent Capabilities in LLMs: Lessons from Biological Systems

🗂 Category:

🕒 Date: 2025-01-22 | ⏱️ Read time: 24 min read

How natural systems fundamental laws help explain AI’s unexpected abilities
📌 Topic Modelling in Business Intelligence: FASTopic and BERTopic in Code

🗂 Category: MACHINE LEARNING

🕒 Date: 2025-01-22 | ⏱️ Read time: 11 min read

A comparison of two cutting-edge dynamic topic models solving consumer complaints classification exercise
📌 How to Evaluate LLM Summarization

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2025-01-22 | ⏱️ Read time: 18 min read

A practical and effective guide for evaluating AI summaries
📌 How to Utilize ModernBERT and Synthetic Data for Robust Text Classification

🗂 Category: MACHINE LEARNING

🕒 Date: 2025-01-22 | ⏱️ Read time: 10 min read

Learn how to fine-tune ModernBERT and create augmentations of text samples
1
📌 Human Minds and Machine Learning Models

🗂 Category: MACHINE LEARNING

🕒 Date: 2025-01-22 | ⏱️ Read time: 14 min read

Exploring the parallels and differences between psychology and machine learning
1
📌 Neural Networks for Time-Series Imputation: Tackling Missing Data

🗂 Category: MACHINE LEARNING

🕒 Date: 2025-01-22 | ⏱️ Read time: 11 min read

Part 3: Discover how a simple Keras sequential model can be effective
5
📌 The Concepts Data Professionals Should Know in 2025: Part 2

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2025-01-20 | ⏱️ Read time: 14 min read

From AI Agent to Human-In-The-Loop – Master 12 critical data concepts and turn them into…
1
📌 Designing, Building & Deploying an AI Chat App from Scratch (Part 2)

🗂 Category:

🕒 Date: 2025-01-20 | ⏱️ Read time: 20 min read

Cloud Deployment and Scaling
📌 Designing, Building & Deploying an AI Chat App from Scratch (Part 1)

🗂 Category:

🕒 Date: 2025-01-20 | ⏱️ Read time: 19 min read

Microservices Architecture and Local Development
1
📌 The Concepts Data Professionals Should Know in 2025: Part 1

🗂 Category: DATA ENGINEERING

🕒 Date: 2025-01-19 | ⏱️ Read time: 14 min read

From Data Lakehouses to Event-Driven Architecture – Master 12 data concepts and turn them into…