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Methods for generating synthetic descriptive data

Use various data source types to quickly generate text data for artificial datasets. Continue reading on Towards Data Science »

Things No One Tells You About Testing Machine Learning

How to avoid disaster You’re ready to deploy your smartly conceived, expertly tuned, and accurately trained algorithm into that final frontier called “production.” You have collected a quality test set and are feeling cheerful about your algorithm’s performance. Time to ship

5 Hard Truths About Generative AI for Technology Leaders

GenAI that drives real business value takes real work. But it’s worth it. Original image courtesy of The Everett Collection on Shutterstock. Image edited by author. GenAI is everywhere you look, and organizations across industries are putting pressure on their teams to

Why Do Data Teams Fail at Delivering Tangible ROI?

Identifying the popular obstacles of data teams in delivering tangible ROI Can data leader harvest the fruit of their labour: tangible ROI? (Image by Google Deep Mind — Pexels.com)Return on Investment (ROI) is a profitability metric used to evaluate how well an investment

AI-Powered Customer Support App: Semantic Search with PGVector, Llama2 with an RAG System, and…

Enhancing Communication in Global Markets: Leveraging PGVector for Multilingual Semantic Search, Llama2-Powered RAG Systems, and… Continue reading on Towards Data Science »

The Secret To Creating Successful Data Stories, Not Trashboards

An insight into how storytelling with data is a total game-changer! Continue reading on Towards Data Science »

Bayesian Inference: A Unified Framework for Perception, Reasoning, and Decision-making

Do we or can we think as a Bayesian? Continue reading on Towards Data Science »

What Makes A Strong AI?

“The Book of Why” Chapters 9&10, a Read with Me series Continue reading on Towards Data Science »

What Next? Exploring Graph Neural Network Recommendation Engines

It’s so difficult to decide what to watch next. Let’s build an AI algorithm to do it for us! Photo by Dex Ezekiel on Unsplash The recommendation of content is a common application of machine learning and artificial intelligence. This article will

Promotion Forecasting: Case Study with a Retail Giant

Discover how a demand forecasting algorithm using machine learning, NLP and domain expertise led to an impressive 18% reduction in… Continue reading on Towards Data Science »