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Will Your Christmas Be White? Ask An AI Weather Model!
Learn how to visualize AI weather and create your own forecast for the holidaysContinue reading on Towards Data Science ยป
Published on: December 17, 2024 | Source:
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2024 in Review: What I Got Right, Where I Was Wrong, and Bolder Predictions for 2025
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 Invisible Bug That Broke My Automation: How OCR Changed The Game
The evolution of AI in test automation: from locators to generative AI (Part 3)Continue reading on Towards Data Science ยป
Published on: December 17, 2024 | Source:Four Career-Savers Data Scientists Should Incorporate into Their Work
You might damage your data science career progress without even realising itโbut avoiding that fate isnโt too difficultContinue reading on Towards Data Science ยป
Published on: December 17, 2024 | Source:Dynamic Visualizations in Python
How to animate plots with OpenCV and MatplotlibTracking a ball trajectory and visualizing itโs 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:7 Machine Learning Projects For Beginners
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:FACTS Grounding: A new benchmark for evaluating the factuality of large language models
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:Multimodal RAG Implementation with Hugging Face
Learn how to enhance RAG models by combining text and visual inputs using Hugging Face Transformers.
Published on: December 17, 2024 | Source:10 Essential Pandas Commands for Data Preprocessing
Check out this beginner's guide to cleaning and preparing data efficiently with Python.
Published on: December 17, 2024 | Source:Epic โCrossoverโ Between AlphaFold 3 and GPT-4oโs Knowledge of Protein Data Bank Entries
Exploring how GPT-4oโs knowledge of the Protein Data Bank coupled to systems like AlphaFold 3 could allow for new ways to search and studyโฆContinue reading on Towards Data Science ยป
Published on: December 17, 2024 | Source:Deep Dive into LlamaIndex Workflow: Event-Driven LLM Architecture
Progress and shortcomings after practiceContinue reading on Towards Data Science ยป
Published on: December 17, 2024 | Source:Four Signs Itโs Time to Leave Your Data Science Job
Four tell-tale signs that you should look for another jobContinue reading on Towards Data Science ยป
Published on: December 17, 2024 | Source:A Case for Bagging and Boosting as Data Scientistsโ Best Friends
Leveraging wisdom of the crowd in ML models.Continue reading on Towards Data Science ยป
Published on: December 17, 2024 | Source:The Essential Guide to R and Python Libraries for Data Visualization
Letโs 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 ยป
Published on: December 16, 2024 | Source:CData recognized in the 2024 Gartnerยฎ Magic Quadrantโข for Data Integration Tools
Get the Full 2024 Gartner Magic Quadrant Data Integration Report.
Published on: December 16, 2024 | Source:Top 10 Data & AI Trends for 2025
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.Soโฆ did any of thathappen?Well, sort of. Here at the...
Published on: December 16, 2024 | Source:State-of-the-art video and image generation with Veo 2 and Imagen 3
Weโre 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:An Introduction to Dask: The Python Data Scientistโs Power Tool
Ever wondered how to handle large data without slowing down your computer? Letโs learn about Dask, a tool that helps you work with large data quickly.
Published on: December 16, 2024 | Source:15 Useful Python One-Liners for String Manipulation
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:Learn to Code with GitHub
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:How to Make Extremely Beautiful Charts with Python
The average data visualization still looks meh. Some tweaks can provide a serious upgrade.Continue reading on Towards Data Science ยป
Published on: December 16, 2024 | Source:How to Quickly Deploy Machine Learning Models with Streamlit
This article will navigate you through the deployment of a simple machine learning (ML) for regression using Streamlit.
Published on: December 16, 2024 | Source:Credit Card Fraud Detection with Different Sampling Techniques
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:API Design of X (Twitter) Home Timeline
How X (Twitter) Designed Its Home Timeline API: Lessons toLearnA closer look at Xโs API: fetching data, linking entities, and solving under-fetching.When designing a systemโs 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:Bayesโ Theorem: Understanding Business Outcomes with Evidence
A practical introduction to Bayesโ Theorem: Probability for Data Science Series (2)Continue reading on Towards Data Science ยป
Published on: December 15, 2024 | Source:Bayesโ Theorem: Understanding business outcomes with evidence
A practical introduction to Bayesโ Theorem: Probability for Data Science Series (2)Continue reading on Towards Data Science ยป
Published on: December 15, 2024 | Source:Data ValuationโโโA Concise Overview
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. Itโs 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 Design Researcherโs Guide to Publishing
A Guide to Publishing Human-Computer Interaction (HCI) and Design ResearchPapersTurn โpublish or perishโ into โlearn, write, andshareโWhen 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 With Gemini
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:How Have Data Science Interviews Changed Over 4 Years?
An aggregated look on the differences between then & now: 2020 vs 2024โsome big frustrations and positive learnings.Continue reading on Towards Data Science ยป
Published on: December 14, 2024 | Source:Master Machine Learning: 4 Classification Models Made Simple
A Beginnerโs Guide to Building Models in 15 Practical StepsContinue reading on Towards Data Science ยป
Published on: December 14, 2024 | Source:Is Complex Writing Nothing But Formulas?
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, theyโve 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 Iโll...
Published on: December 13, 2024 | Source:Agentic AI: Building Autonomous Systems from Scratch
A Step-by-Step Guide to Creating Multi-Agent Frameworks in the Age of Generative AIContinue reading on Towards Data Science ยป
Published on: December 13, 2024 | Source:Beginnerโs Guide to Unit Testing Python Code with PyTest
Learn how to write and run effective unit tests in Python using PyTest, ensuring your code is reliable and bug-free.
Published on: December 13, 2024 | Source:How Iโd Learn AI in 2025 (If I Knew Nothing)
A 5-step roadmap for todayโs landscapeToday, more people than ever are trying to learn AI. Although there are countless free learning resources online, navigating this rapidly evolving landscape can be overwhelming (especially as a beginner). In this article, I discuss how Iโd approach learning AI, given what I know now and the tools available today.Image fromCanva.Who is thisfor?Given the wide range of backgrounds...
Published on: December 13, 2024 | Source: