data science

The Machine Learning Lessons I’ve Learned This Month

in machine learning are the identical. Coding, waiting for results, interpreting them, returning back to coding. Plus, some intermediate presentations of 1’s progress. But, things mostly being the identical doesn't mean that there’s nothing...

Get AI-Ready: Learn how to Prepare for a World of Agentic AI as Tech Professionals

a whole lot of thoughts nowadays with the arrival of AI and the conversations around AI. we move into an era where artificial intelligence just isn't just assisting but deciding on our...

AI Agents for Supply Chain Optimisation: Production Planning

, when combined with analytics products, can transform into powerful tools for supply chain optimisation. This quote is from a plant director who contacted us for the implementation of an algorithm to enhance their Master...

Designing Trustworthy ML Models: Alan & Aida Discover Monotonicity in Machine Learning

Machine learning models are powerful, but sometimes they produce predictions that break human intuition. Imagine this: you’re predicting house prices. A 2,000 sq. ft. house is predicted cheaper than a 1,500 sq. ft. home. Sounds...

What If I Had AI in 2020: Rent The Runway Dynamic Pricing Model

of Shopify, recently told his employees in an internal memo: “Before asking for more headcount and resources, teams must exhibit why they can not get what they need done using AI”. Having worked in...

Cracking the Density Code: Why MAF Flows Where KDE Stalls

Certainly one of the essential problems that arises in high-dimensional density estimation is that as our dimension increases, our data becomes more sparse. Due to this fact, for models that depend on local neighborhood...

Three Essential Hyperparameter Tuning Techniques for Higher Machine Learning Models

Learning (ML) model mustn't the training data. As an alternative, it should well from the given training data in order that it could well to latest, unseen data. The default settings...

Coconut: A Framework for Latent Reasoning in LLMs

Paper link: https://arxiv.org/abs/2412.06769 Released: ninth of December 2024 a high concentrate on LLMs with reasoning capabilities, and for a great reason. Reasoning enhances the LLMs’ power to tackle complex issues, fosters stronger generalization, and introduces...

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