· ai
Implementing Vibe Proving with Reinforcement Learning
How to make LLMs reason with verifiable, step-by-step logic Part 2 The post Implementing Vibe Proving with Reinforcement Learning appeared first on Towards Data...
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Towards Data Science
185 posts from this source
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- · ai
Breaking the Hardware Barrier: Software FP8 for Older GPUs
Deep learning workloads are increasingly memory-bound, with GPU cores sitting idle while waiting for data transfers. FP8 precision solves this on newer hardware...
- · ai
Hugging Face Transformers in Action: Learning How To Leverage AI for NLP
A practical guide to Hugging Face Transformers and to how you can analyze your resumé sentiment in seconds with AI The post Hugging Face Transformers in Action:...
- · ai
Exploring TabPFN: A Foundation Model Built for Tabular Data
Understanding the architecture, training pipeline and implementing TabPFN in practice The post Exploring TabPFN: A Foundation Model Built for Tabular Data appea...
- · ai
How IntelliNode Automates Complex Workflows with Vibe Agents
Many AI systems focus on isolated tasks or simple prompt engineering. This approach allowed us to build interesting applications from a single prompt, but we ar...
- · software
Think Your Python Code Is Slow? Stop Guessing and Start Measuring
A hands-on tour of using cProfile + SnakeViz to find and fix the 'hot' paths in your code. The post Think Your Python Code Is Slow? Stop Guessing and Start Meas...
- · ai
How to Build an AI-Powered Weather ETL Pipeline with Databricks and GPT-4o: From API To Dashboard
A step-by-step guide from weather API ETL to dashboard on Databricks The post How to Build an AI-Powered Weather ETL Pipeline with Databricks and GPT-4o: From A...
- · ai
Keeping Probabilities Honest: The Jacobian Adjustment
An intuitive explanation of transforming random variables correctly. The post Keeping Probabilities Honest: The Jacobian Adjustment appeared first on Towards Da...
- · ai
Why MAP and MRR Fail for Search Ranking (and What to Use Instead)
MAP and MRR look intuitive, but they quietly break ranking evaluation. Here’s why these metrics mislead—and how better alternatives fix it. The post Why MAP and...
- · ai
The Machine Learning “Advent Calendar” Day 24: Transformers for Text in Excel
An intuitive, step-by-step look at how Transformers use self-attention to turn static word embeddings into contextual representations, illustrated with simple e...
- · ai
Is Your Model Time-Blind? The Case for Cyclical Feature Encoding
How cyclical encoding improves machine learning prediction The post Is Your Model Time-Blind? The Case for Cyclical Feature Encoding appeared first on Towards D...
- · ai
4 Techniques to Optimize AI Coding Efficiency
Learn how to code more effectively using AI The post 4 Techniques to Optimize AI Coding Efficiency appeared first on Towards Data Science....