Get ahead of the curve with the latest insights, trends, and analysis in the tech world.
Coding your road to Data Science: mastering key development skillsContinue reading on Towards Data Science »
Published on: December 18, 2024 | Source:Solving the knapsackproblemImage generated by DALL-E3It might be surprising, but in this article, I would like to talk about the knapsack problem, the classic optimisation problem that has been studied for over a century. According to Wikipedia, the problem is defined asfollows:Given a set of items, each with a weight and a value, determine which items to include in the collection so that the total weight is less than...
Published on: December 18, 2024 | Source:A blueprint for autonomous agents in an Agentic Mesh ecosystem.Continue reading on Towards Data Science »
Published on: December 17, 2024 | Source:Learn how to visualize AI weather and create your own forecast for the holidaysContinue reading on Towards Data Science »
Published on: December 17, 2024 | Source:What I got right (and wrong) about trends in 2024 and daring to make bolder predictions for the yearaheadAI Buzzword and Trend Bingo (Image by theauthor)In 2023, building AI-powered applications felt full of promise, but the challenges were already starting to show. By 2024, we began experimenting with techniques to tackle the hard realities of making them work in production.Last year, I reviewed the biggest trends in...
Published on: December 17, 2024 | Source:The evolution of AI in test automation: from locators to generative AI (Part 3)Continue reading on Towards Data Science »
Published on: December 17, 2024 | Source:You might damage your data science career progress without even realising it—but avoiding that fate isn’t too difficultContinue reading on Towards Data Science »
Published on: December 17, 2024 | Source:How to animate plots with OpenCV and MatplotlibTracking a ball trajectory and visualizing it’s vertical position in real-time animatedplotsIn Computer Vision a fundamental goal is to extract meaningful information from static images or video sequences. To understand these signals, it is often helpful to visualize them.For example when tracking individual cars on a highway, we could draw bounding boxes around them or in...
Published on: December 17, 2024 | Source:The adoption of machine learning (ML) continues at a rapid pace, as it has proven itself a powerful tool for solving many problems.
Published on: December 17, 2024 | Source:Our comprehensive benchmark and online leaderboard offer a much-needed measure of how accurately LLMs ground their responses in provided source material and avoid hallucinations
Published on: December 17, 2024 | Source:Learn how to enhance RAG models by combining text and visual inputs using Hugging Face Transformers.
Published on: December 17, 2024 | Source:Check out this beginner's guide to cleaning and preparing data efficiently with Python.
Published on: December 17, 2024 | Source:Exploring how GPT-4o’s knowledge of the Protein Data Bank coupled to systems like AlphaFold 3 could allow for new ways to search and study…Continue reading on Towards Data Science »
Published on: December 17, 2024 | Source:Progress and shortcomings after practiceContinue reading on Towards Data Science »
Published on: December 17, 2024 | Source:Four tell-tale signs that you should look for another jobContinue reading on Towards Data Science »
Published on: December 17, 2024 | Source:Leveraging wisdom of the crowd in ML models.Continue reading on Towards Data Science »
Published on: December 17, 2024 | Source:Let’s dive into the most important libraries in R and Python to visualise data and create different charts, and what the pros and cons areContinue reading on Towards Data Science »
Published on: December 16, 2024 | Source:Get the Full 2024 Gartner Magic Quadrant Data Integration Report.
Published on: December 16, 2024 | Source:Agentic AI, small data, and the search for value in the age of the unstructured datastack.Image credit: MonteCarloAccording to industry experts, 2024 was destined to be a banner year for generative AI. Operational use cases were rising to the surface, technology was reducing barriers to entry, and general artificial intelligence was obviously right around thecorner.So… did any of thathappen?Well, sort of. Here at the...
Published on: December 16, 2024 | Source:We’re rolling out a new, state-of-the-art video model, Veo 2, and updates to Imagen 3. Plus, check out our new experiment, Whisk.
Published on: December 16, 2024 | Source:Ever wondered how to handle large data without slowing down your computer? Let’s learn about Dask, a tool that helps you work with large data quickly.
Published on: December 16, 2024 | Source:In this article, we'll explore 15 Python one-liners that make string manipulation not just efficient but also fun.
Published on: December 16, 2024 | Source:Improve your coding skills with GitHub, a platform that offers free tutorials, code examples, roadmaps, projects, and comprehensive guides.
Published on: December 16, 2024 | Source:The average data visualization still looks meh. Some tweaks can provide a serious upgrade.Continue reading on Towards Data Science »
Published on: December 16, 2024 | Source:This article will navigate you through the deployment of a simple machine learning (ML) for regression using Streamlit.
Published on: December 16, 2024 | Source:How to deal with imbalanced dataPhoto by Bermix Studio onUnsplashCredit card fraud detection is a plague that all financial institutions are at risk with. In general fraud detection is very challenging because fraudsters are coming up with new and innovative ways of detecting fraud, so it is difficult to find a pattern that we can detect. For example, in the diagram all the icons look the same, but there one icon that...
Published on: December 15, 2024 | Source:How X (Twitter) Designed Its Home Timeline API: Lessons toLearnA closer look at X’s API: fetching data, linking entities, and solving under-fetching.When designing a system’s API, software engineers often evaluate various approaches, such as REST vs RPC vs GraphQL, or hybrid models, to determine the best fit for a specific task or project. These approaches define how data flows between the backend and frontend, as well...
Published on: December 15, 2024 | Source:A practical introduction to Bayes’ Theorem: Probability for Data Science Series (2)Continue reading on Towards Data Science »
Published on: December 15, 2024 | Source:A practical introduction to Bayes’ Theorem: Probability for Data Science Series (2)Continue reading on Towards Data Science »
Published on: December 15, 2024 | Source:Understanding the Value of your Data: Challenges, Methods, and ApplicationsChatGPT and similar LLMs were trained on insane amounts of data. OpenAI and Co. scraped the internet, collecting books, articles, and social media posts to train their models. It’s easy to imagine that some of the texts (like scientific or news articles) were more important than others (such as random Tweets). This is true for almost any dataset...
Published on: December 15, 2024 | Source:A Guide to Publishing Human-Computer Interaction (HCI) and Design ResearchPapersTurn ‘publish or perish’ into ‘learn, write, andshare’When I first started my PhD three years ago, I was very new to the world of academia and the process of publishing in journals and conferences. Coming from Computer Engineering, my PhD involved design research, and I felt that the publishing process for human-computer interaction,...
Published on: December 15, 2024 | Source:Build a Document AI Pipeline for Any Type of PDF withGeminiTables, Images, figures or equations are not problem anymore! Full Code provided.Photo by Matt Noble onUnsplashAutomated document processing is one of the biggest winners of the ChatGPT revolution, as LLMs are able to tackle a wide range of subjects and tasks in a zero-shot setting, meaning without in-domain labeled training data. This has made building...
Published on: December 15, 2024 | Source:An aggregated look on the differences between then & now: 2020 vs 2024—some big frustrations and positive learnings.Continue reading on Towards Data Science »
Published on: December 14, 2024 | Source:A Beginner’s Guide to Building Models in 15 Practical StepsContinue reading on Towards Data Science »
Published on: December 14, 2024 | Source:Text analytics hints at how volumes of writing getcreatedIn the broadest of strokes, Natural Language Processing transforms language into constructs that can be usefully manipulated. Since deep-learning embeddings have proven so powerful, they’ve also become the default: pick a model, embed your data, pick a metric, do some RAG. To add new value, it helps to have a different take on crunching language. The one I’ll...
Published on: December 13, 2024 | Source: