Capabilities & Use Cases in 2023
[ad_1] Procure to Pay (P2P) starts from vendor selection to finalizing payments in accounts payable. Every business has to have a P2P process to manage their vendor relationships. Advances in…
Probabilistic ML with Quantile Matching: an Example with Python | by Davide Burba | Sep, 2023
[ad_1] A little-known technique for turning quantile regression predictions into a probability distribution.“Quantile Matching”, by Giulia Roggia. Used with permission.When we train regressive models, we obtain point predictions. However, in…
Meta-Heuristics Explained: Ant Colony Optimization | by Hennie de Harder | Sep, 2023
[ad_1] Ants following pheromone trails. Image created with Midjourney by the author.An introduction to a lesser-known heuristic based on the behavior of antsIn the world of optimization algorithms, there are…
Training Soft Skills in Data Science with Real-Life Simulations: A Role-Playing Dual-Chatbot Approach | by Shuai Guo | Sep, 2023
[ad_1] A complete LLM project walk-through with code implementationPhoto by Headway on UnsplashWhen I was learning data science and machine learning at university, the curriculum was geared heavily towards algorithms…
Benefits, use cases & best practices
[ad_1] Gartner predicts that businesses will apply analytics and automation to IT operations by 30%. One way to achieve this is to streamline IT operations by adopting ITOps. 1 IT…
New ChatGPT Prompt Engineering Technique: Program Simulation | by Giuseppe Scalamogna | Sep, 2023
[ad_1] Source: Image by Author and generated with MidJourneyThe world of prompt engineering is fascinating on various levels and there’s no shortage of clever ways to nudge agents like ChatGPT…
Efficient Deep Learning: Unleashing the Power of Model Compression | by Marcello Politi | Sep, 2023
[ad_1] Image By AuthorAccelerate model inference speed in productionIntroductionWhen a Machine Learning model is deployed into production there are often requirements to be met that are not taken into account…
The Controlled Fade. Why a positive split might be best for… | by barrysmyth | Sep, 2023
[ad_1] Should recreational runners observe the conventional wisdom that a negative split (a faster second half) is the best way to run the marathon?Marathon runners are usually recommended to pace…
Entropy based Uncertainty Prediction | by François Porcher | Sep, 2023
[ad_1] This article explores how Entropy can be employed as a tool for uncertainty estimation in image segmentation tasks. We will walk through what Entropy is, and how to implement…
Beyond the Bell Curve: An Introduction to the t-distribution | by Egor Howell | Sep, 2023
[ad_1] Discover the origins, theory and uses behind the famous t-distributionPhoto by lil artsy: https://www.pexels.com/photo/person-about-to-catch-four-dices-1111597/The t-distribution, is a continuous probability distribution that is very similar to the normal distribution, however…