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In today’s fast-paced, distraction-heavy world, data literacy isn’t just about understanding charts or analyzing numbers—it’s about context, clarity, and human connection. With attention spans shrinking and AI-generated insights flooding our screens, even highly skilled professionals can behave like data novices. The real challenge isn’t technical know-how, but guiding overwhelmed audiences through stories that are...
Published on: July 30, 2025 | Source:Why you should read this article Most data scientists whip up a Jupyter Notebook, play around in some cells, and then maintain entire data processing and model training pipelines in the same notebook. The code is tested once when the notebook was first written, and then it is neglected for some undetermined amount of time […] The post Automated Testing: A Software Engineering Concept Data Scientists Must Know To...
Published on: July 30, 2025 | Source:New AI model integrates petabytes of Earth observation data to generate a unified data representation that revolutionizes global mapping and monitoring
Published on: July 30, 2025 | Source:In this article, you will learn: • Why standard scaling methods are sometimes insufficient and when to use advanced techniques.
Published on: July 30, 2025 | Source:Practical tips to recognise and avoid promptbias. The post How Your Prompts Lead AIAstray appeared first on Towards Data Science.
Published on: July 29, 2025 | Source:We'll show you how to harness the power of BigQuery's machine learning capabilities to build your own AI-driven dress search using these incredible image embeddings.
Published on: July 29, 2025 | Source:A framework for measuring retrieval quality in Model Context Protocolagents. The post How to Evaluate Graph Retrieval in MCP AgenticSystems appeared first on Towards Data Science.
Published on: July 29, 2025 | Source:Deploying machine learning models can seem complex, but modern tools can streamline the process.
Published on: July 29, 2025 | Source:Solving the Heat Equation usingDeepXDE. The post Physics-Informed Neural Networks for Inverse PDEProblems appeared first on Towards Data Science.
Published on: July 29, 2025 | Source:This article aims to bring the conversation about LLMs back down to earth, exploring not only the wide array of use cases where LLMs can add real value, but also the limitations they face.
Published on: July 29, 2025 | Source:This tutorial will show you how to analyze your Excel spreadsheets with NotebookLM.
Published on: July 29, 2025 | Source:A human-centric guide to AI automation for product managers. The post The Stanford Framework That Turns AI into Your PM Superpower appeared first on Towards Data Science.
Published on: July 28, 2025 | Source:This post is divided into four parts; they are: • Why Attnetion Matters: Limitations of Basic Seq2Seq Models • Implementing Seq2Seq Model with Attention • Training and Evaluating the Model • Using the Model Traditional seq2seq models use an encoder-decoder architecture where the encoder compresses the input sequence into a single context vector, which the decoder then uses to generate the output sequence.
Published on: July 28, 2025 | Source:The exciting new world of designing conversation driven APIs for LLMs. The post Talk to myAgent appeared first on Towards Data Science.
Published on: July 28, 2025 | Source:Forget what you knew — these underrated data science skills will define who wins for the rest of 2025.
Published on: July 28, 2025 | Source:In this article, I will take you through how to build a basic dashboard using Google Sheets.
Published on: July 28, 2025 | Source:Get up to speed with the 7 most essential machine learning algorithms. Perfect for beginners and busy devs who want a quick, clear overview.
Published on: July 28, 2025 | Source:Conceptual overview and practical considerations The post Declarative and Imperative Prompt Engineering for Generative AI appeared first on Towards Data Science.
Published on: July 25, 2025 | Source:"Will that break a query folding?” “Does your query fold?”… Maybe someone asked you those questions, but you were like: “Query…Whaaaat?! In this article, we demistify the query folding and its importance for efficient data refresh in Power BI The post What Is a Query Folding in Power BI and Why should You Care? appeared first on Towards Data Science.
Published on: July 25, 2025 | Source:A hands-on journey exploring fine-tuning techniques that unlock the power of small vision models. The post How I Fine-Tuned Granite-Vision 2B to Beat a 90B Model — Insights and Lessons Learned appeared first on Towards Data Science.
Published on: July 25, 2025 | Source:In this article, you will learn: • the purpose and benefits of image augmentation techniques in computer vision for improving model generalization and diversity.
Published on: July 25, 2025 | Source:Learn the steps for setting up the machine learning pipeline in the top cloud provider.
Published on: July 25, 2025 | Source:A new theory of class imbalance demonstrates that the optimal training imbalance in a binary problem is not 50% The post When 50/50 Isn’t Optimal: Debunking Even Rebalancing appeared first on Towards Data Science.
Published on: July 24, 2025 | Source:A guide to ideating, validating, and prioritizing your AI use cases The post Getting AI Discovery Right appeared first on Towards Data Science.
Published on: July 24, 2025 | Source:A practical exploration focusing on performance and speed The post How Do Grayscale Images Affect Visual Anomaly Detection? appeared first on Towards Data Science.
Published on: July 24, 2025 | Source:The data scientists who survive won't be the ones who code better than ChatGPT—they'll be the ones who think strategically The post Optimize for Impact: How to Stay Ahead of Gen AI and Thrive as a Data Scientist appeared first on Towards Data Science.
Published on: July 24, 2025 | Source:Learn how to create AI Agents using the OpenAI Agents SDK to automate Jira ticket creation from a meeting transcript. The post Automating Ticket Creation in Jira With the OpenAI Agents SDK: A Step-by-Step Guide appeared first on Towards Data Science.
Published on: July 24, 2025 | Source:This week, we highlight three articles that focus on emerging topics and techniques around large language models. The post LLMs Continue to Evolve. So Should Your Skill Set. appeared first on Towards Data Science.
Published on: July 24, 2025 | Source:Loops are easy to write, but vectorized operations are the secret to writing efficient and elegant Python code.
Published on: July 24, 2025 | Source:An argument for human-led analysis (at least for now) The post Why BI in the AI Age appeared first on Towards Data Science.
Published on: July 24, 2025 | Source:How can you master Python for free? Here are ten online courses we recommend.
Published on: July 24, 2025 | Source:"Attention is All you Need" showed attention as a sequence of multiplicative and concat operations but... what if I told you they are additive? The post Multi-head Attention is a Fancy Addition Machine appeared first on Towards Data Science.
Published on: July 24, 2025 | Source:"Attention is All you Need" showed attention as a sequence of multiplicative and concat operations but... what if I told you they are additive? The post Transformers (and Attention) are Just Fancy Addition Machines appeared first on Towards Data Science.
Published on: July 24, 2025 | Source:Data storytelling can enlighten—but it can also deceive. When persuasive narratives meet biased framing, cherry-picked data, or misleading visuals, insights risk becoming illusions. This article explores the hidden biases embedded in data-driven storytelling—from the seduction of beautiful charts to the quiet influence of AI-generated insights—and offers practical strategies to tell stories that are not only...
Published on: July 23, 2025 | Source:Building a tool to interactively visualize the forward pass of any Pytorch model from within notebooks. The post Torchvista: Building an Interactive Pytorch Visualization Package for Notebooks appeared first on Towards Data Science.
Published on: July 23, 2025 | Source: