by Dr. Owns | Nov 23, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support
All you need to know about a fast, readable and PyTorch-ready softmax kernel The post Learning Triton One Kernel at a Time: Softmax appeared first on Towards Data Science. All you need to know about a fast, readable and PyTorch-ready softmax kernel The post Learning...
by Dr. Owns | Nov 23, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support
A 27M-parameter model just outperformed giants like DeepSeek R1, o3-mini, and Claude 3.7 on reasoning tasks The post Your Next ‘Large’ Language Model Might Not Be Large After All appeared first on Towards Data Science. A 27M-parameter model just outperformed giants...
by Dr. Owns | Nov 22, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support
A step-by-step breakdown of empirical mode decomposition to help you extract patterns from time series The post Empirical Mode Decomposition: The Most Intuitive Way to Decompose Complex Signals and Time Series appeared first on Towards Data Science. A step-by-step...
by Dr. Owns | Nov 22, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support
The best models live in the sweet spot: generalizing well, learning enough, but not too much The post Overfitting vs. Underfitting: Making Sense of the Bias-Variance Trade-Off appeared first on Towards Data Science. The best models live in the sweet...
by Dr. Owns | Nov 21, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support
How I learned to handle growing datasets without slowing down my entire workflow The post Modern DataFrames in Python: A Hands-On Tutorial with Polars and DuckDB appeared first on Towards Data Science. How I learned to handle growing datasets without slowing down my...
