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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πŸ“Œ How to Price with Machine Learning

πŸ—‚ Category: MACHINE LEARNING

πŸ•’ Date: 2024-12-11 | ⏱️ Read time: 6 min read

Customizing neural networks to fit price-response functions
πŸ“Œ Understanding DDPG: The Algorithm That Solves Continuous Action Control Challenges

πŸ—‚ Category:

πŸ•’ Date: 2024-12-11 | ⏱️ Read time: 11 min read

Discover how DDPG solves the puzzle of continuous action control, unlocking possibilities in AI-driven medical…
πŸ“Œ How I’d Learn Machine Learning Again, After 6 Years

πŸ—‚ Category: CODING

πŸ•’ Date: 2024-12-11 | ⏱️ Read time: 7 min read

Some rough guidelines
πŸ“Œ Missing Data in Time-Series: Machine Learning Techniques

πŸ—‚ Category:

πŸ•’ Date: 2024-12-10 | ⏱️ Read time: 15 min read

Part 1: Leverage linear regression and decision trees to impute time-series gaps.
πŸ“Œ Awesome Plotly with Code Series (Part 5): The Order in Bar Charts Matters

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-12-10 | ⏱️ Read time: 10 min read

And it is not always simply ordering by highest to lowest
πŸ“Œ Nobel Prizes 2024: AI Breakthroughs Win Big

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2024-12-10 | ⏱️ Read time: 8 min read

Lessons Learned After the AI Nobel Debate
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πŸ“Œ OpenAI Prompt Cache Monitoring

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2024-12-10 | ⏱️ Read time: 10 min read

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

πŸ—‚ Category:

πŸ•’ Date: 2024-12-10 | ⏱️ Read time: 15 min read

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

πŸ—‚ Category: MACHINE LEARNING

πŸ•’ Date: 2024-12-10 | ⏱️ Read time: 18 min read

7 basic classifiers reveal their prediction confidence math
πŸ“Œ ML Beginners Should Read Papers

πŸ—‚ Category: DEEP LEARNING

πŸ•’ Date: 2024-12-10 | ⏱️ Read time: 4 min read

Here’s why and how
πŸ“Œ Probability Distributions: Poisson vs. Binomial Distribution

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-12-10 | ⏱️ Read time: 11 min read

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

πŸ—‚ Category:

πŸ•’ Date: 2024-12-09 | ⏱️ Read time: 10 min read

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

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-12-09 | ⏱️ Read time: 12 min read

A deep dive into EnbPI, a Conformal Prediction approach for time series forecasting
πŸ“Œ Learnings from a Machine Learning Engineer β€” Part 2: The Data Sets

πŸ—‚ Category: MACHINE LEARNING

πŸ•’ 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…
πŸ“Œ Extracting Structured Vehicle Data from Images

πŸ—‚ Category:

πŸ•’ Date: 2025-01-27 | ⏱️ Read time: 10 min read

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

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-12-09 | ⏱️ Read time: 8 min read

The Science Behind Better Guesses
πŸ“Œ Why Data Scientists Need These Software Engineering Skills

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2024-12-09 | ⏱️ Read time: 6 min read

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

πŸ—‚ Category:

πŸ•’ Date: 2024-12-09 | ⏱️ Read time: 9 min read

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

πŸ—‚ Category:

πŸ•’ Date: 2024-12-09 | ⏱️ Read time: 8 min read

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

πŸ—‚ Category: MACHINE LEARNING

πŸ•’ Date: 2024-12-09 | ⏱️ Read time: 15 min read

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

πŸ—‚ Category: DATA SCIENCE

πŸ•’ 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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