Data Science Machine Learning Data Analysis
38.9K subscribers
3.68K photos
31 videos
39 files
1.28K links
ads: @HusseinSheikho

This channel is for Programmers, Coders, Software Engineers.

1- Data Science
2- Machine Learning
3- Data Visualization
4- Artificial Intelligence
5- Data Analysis
6- Statistics
7- Deep Learning
Download Telegram
πŸ“Œ Hands-On Delivery Routes Optimization (TSP) with AI, Using LKH and Python

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2025-01-14 | ⏱️ Read time: 12 min read

Here’s how to optimize the delivery routes, from theory to code.
πŸ“Œ How To: Forecast Time Series Using Lags

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2025-01-14 | ⏱️ Read time: 8 min read

Lag columns can significantly boost your model’s performance
πŸ“Œ Scale Experiment Decision-Making with Programmatic Decision Rules

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2025-01-14 | ⏱️ Read time: 6 min read

Decide what to do with experiment results in code
πŸ“Œ Why Normalization Is Crucial for Policy Evaluation in Reinforcement Learning

πŸ—‚ Category: MACHINE LEARNING

πŸ•’ Date: 2025-01-14 | ⏱️ Read time: 6 min read

Enhancing Accuracy in Reinforcement Learning Policy Evaluation through Normalization
πŸ“Œ Awesome Plotly with Code Series (Part 8): How to Balance Dominant Bar Chart Categories

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2025-01-14 | ⏱️ Read time: 8 min read

Discover the #1 strategy to handle skyscraper bars in your charts
πŸ“Œ From Darwin to Deep Work

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2025-01-14 | ⏱️ Read time: 7 min read

Focus Strategies for Machine Learning Practitioners
πŸ“Œ You Think 80% Means 80%? Why Prediction Probabilities Need a Second Look

πŸ—‚ Category:

πŸ•’ Date: 2025-01-14 | ⏱️ Read time: 9 min read

Understand the gap between predicted probabilities and real-world outcomes
❀1
πŸ“Œ Using Optimization to Solve Adversarial Problems

πŸ—‚ Category:

πŸ•’ Date: 2025-01-14 | ⏱️ Read time: 41 min read

An example of simultaneously optimizing two policies for two adversarial agents, looking specifically at the…
❀1
πŸ“Œ Roadmap to Becoming a Data Scientist, Part 3: Machine Learning

πŸ—‚ Category: CAREER ADVICE

πŸ•’ Date: 2025-01-14 | ⏱️ Read time: 11 min read

From beginner to pro: key machine learning skills for data science aspirants
❀1
πŸ“Œ No Peeking Ahead: Time-Aware Graph Fraud Detection

πŸ—‚ Category: MACHINE LEARNING

πŸ•’ Date: 2025-09-14 | ⏱️ Read time: 15 min read

How to implement leak-free graph fraud detection
❀1
πŸ“Œ The Large Language Model Course

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2025-01-16 | ⏱️ Read time: 21 min read

How to become an LLM Scientist or Engineer from scratch
πŸ“Œ Charts, Dashboards, Maps, and More: Data Visualization in the Spotlight

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2025-01-16 | ⏱️ Read time: 4 min read

Our weekly selection of must-read Editors’ Picks and original features
πŸ“Œ Why Data Scientists Can’t Afford Too Many Dimensions and What They Can Do About It

πŸ—‚ Category: DEEP LEARNING

πŸ•’ Date: 2025-01-16 | ⏱️ Read time: 17 min read

An in-depth article about dimensionality reduction and its most popular methods
πŸ“Œ The Death of Human-Written Code Tutorials in the ChatGPT Era β€¦ Or Not?

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2025-01-16 | ⏱️ Read time: 11 min read

An argument in favor of human-written coding tutorials in the new age of LLMs.
πŸ“Œ Developing an AI-Powered Smart Guide for Business Planning & Entrepreneurship

πŸ—‚ Category: ENTREPRENEURSHIP

πŸ•’ Date: 2025-01-16 | ⏱️ Read time: 35 min read

A LangGraph-based advanced agentic RAG with standard business guides, AI-based web search, trusted sources, and…
❀1
πŸ“Œ Water Cooler Small Talk, Ep 6: Benford’s Law

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2025-01-15 | ⏱️ Read time: 10 min read

A look into the strange first digit distribution of naturally occurring datasets
πŸ“Œ Qubits Explained: Everything You Need to Know

πŸ—‚ Category: PHYSICS

πŸ•’ Date: 2025-01-15 | ⏱️ Read time: 11 min read

A deep dive into the building block of quantum computers.
πŸ“Œ Understanding Flash Attention: Writing the Algorithm from Scratch in Triton

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2025-01-15 | ⏱️ Read time: 7 min read

Find out how Flash Attention works. Afterward, we’ll refine our understanding by writing a GPU…
πŸ“Œ The AI (R)Evolution, Looking From 2024 Into the Immediate Future

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2025-01-13 | ⏱️ Read time: 17 min read

Witnessing rapid innovation, fierce competition, and transformative tools for life, work, and human development
πŸ“Œ Contextual Topic Modelling in Chinese Corpora with KeyNMF

πŸ—‚ Category: NATURAL LANGUAGE PROCESSING

πŸ•’ Date: 2025-01-13 | ⏱️ Read time: 8 min read

A comprehensive guide on getting the most out of your Chinese topic models, from preprocessing…