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Understanding Matrices | Part 1: Matrix-Vector Multiplication

Understanding Matrices | Part 1: Matrix-Vector Multiplication

by Dr. Owns | May 26, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

The physical meaning of multiplying a matrix by a vector, and how it works on several special matrices. The post Understanding Matrices | Part 1: Matrix-Vector Multiplication appeared first on Towards Data Science. ​The physical meaning of multiplying a matrix by a...
5 Statistical Concepts You Need to Know Before Your Next Data Science Interview

5 Statistical Concepts You Need to Know Before Your Next Data Science Interview

by Dr. Owns | May 26, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

These common, basic statistics and machine learning concepts are crucial for landing a data scientist role The post 5 Statistical Concepts You Need to Know Before Your Next Data Science Interview appeared first on Towards Data Science. ​These common, basic statistics...
Demystifying Policy Optimization in RL: An Introduction to PPO and GRPO

Demystifying Policy Optimization in RL: An Introduction to PPO and GRPO

by Dr. Owns | May 26, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

A beginner-friendly guide to PPO and GRPO: simplifying policy optimization in reinforcement learning The post Demystifying Policy Optimization in RL: An Introduction to PPO and GRPO appeared first on Towards Data Science. ​A beginner-friendly guide to PPO and GRPO:...
Prototyping Gradient Descent in Machine Learning

Prototyping Gradient Descent in Machine Learning

by Dr. Owns | May 23, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

Mathematical theorem and credit transaction prediction using Stochastic / Batch GD The post Prototyping Gradient Descent in Machine Learning appeared first on Towards Data Science. ​Mathematical theorem and credit transaction prediction using Stochastic / Batch GD The...
Estimating Product-Level Price Elasticities Using Hierarchical Bayesian

Estimating Product-Level Price Elasticities Using Hierarchical Bayesian

by Dr. Owns | May 23, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

Using one model to personalize ML results The post Estimating Product-Level Price Elasticities Using Hierarchical Bayesian appeared first on Towards Data Science. ​Using one model to personalize ML results The post Estimating Product-Level Price Elasticities Using...
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