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What Is Data Literacy in 2025? It’s Not What You Think

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: Towards Data Science favicon Towards Data Science

Automated Testing: A Software Engineering Concept Data Scientists Must Know To Succeed

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: Towards Data Science favicon Towards Data Science

AlphaEarth Foundations helps map our planet in unprecedented detail

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: DeepMind Blog favicon DeepMind Blog

Implementing Advanced Feature Scaling Techniques in Python Step-by-Step

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: Machine Learning Mastery favicon Machine Learning Mastery

How Your Prompts Lead AI Astray

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: Towards Data Science favicon Towards Data Science

A Deep Dive into Image Embeddings and Vector Search with BigQuery on Google Cloud

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: KDnuggets favicon KDnuggets

How to Evaluate Graph Retrieval in MCP Agentic Systems

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: Towards Data Science favicon Towards Data Science

Your First Containerized Machine Learning Deployment with Docker and FastAPI

Deploying machine learning models can seem complex, but modern tools can streamline the process.

Published on: July 29, 2025 | Source: Machine Learning Mastery favicon Machine Learning Mastery

Physics-Informed Neural Networks for Inverse PDE Problems

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: Towards Data Science favicon Towards Data Science

When Do I Need to Use an LLM?

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: KDnuggets favicon KDnuggets

Analyzing Your Excel Spreadsheets with NotebookLM

This tutorial will show you how to analyze your Excel spreadsheets with NotebookLM.

Published on: July 29, 2025 | Source: KDnuggets favicon KDnuggets

The Stanford Framework That Turns AI into Your PM Superpower

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: Towards Data Science favicon Towards Data Science

Building a Seq2Seq Model with Attention for Language Translation

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: Machine Learning Mastery favicon Machine Learning Mastery

Talk to my Agent 

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: Towards Data Science favicon Towards Data Science

Top Skills Data Scientists Should Learn in 2025

Forget what you knew — these underrated data science skills will define who wins for the rest of 2025.

Published on: July 28, 2025 | Source: KDnuggets favicon KDnuggets

Create an Analytics Dashboard for Your Google Sheets

In this article, I will take you through how to build a basic dashboard using Google Sheets.

Published on: July 28, 2025 | Source: KDnuggets favicon KDnuggets

7 Must-Know Machine Learning Algorithms Explained in 10 Minutes

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: KDnuggets favicon KDnuggets

Declarative and Imperative Prompt Engineering for Generative AI

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: Towards Data Science favicon Towards Data Science

What Is a Query Folding in Power BI and Why should You Care?

"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: Towards Data Science favicon Towards Data Science

How I Fine-Tuned Granite-Vision 2B to Beat a 90B Model — Insights and Lessons Learned

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: Towards Data Science favicon Towards Data Science

Image Augmentation Techniques to Boost Your CV Model Performance

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: Machine Learning Mastery favicon Machine Learning Mastery

Setting Up a Machine Learning Pipeline on Google Cloud Platform

Learn the steps for setting up the machine learning pipeline in the top cloud provider.

Published on: July 25, 2025 | Source: KDnuggets favicon KDnuggets

When 50/50 Isn’t Optimal: Debunking Even Rebalancing

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: Towards Data Science favicon Towards Data Science

Getting AI Discovery Right

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: Towards Data Science favicon Towards Data Science

How Do Grayscale Images Affect Visual Anomaly Detection?

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: Towards Data Science favicon Towards Data Science

Optimize for Impact: How to Stay Ahead of Gen AI and Thrive as a Data Scientist

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: Towards Data Science favicon Towards Data Science

Automating Ticket Creation in Jira With the OpenAI Agents SDK: A Step-by-Step Guide

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: Towards Data Science favicon Towards Data Science

LLMs Continue to Evolve. So Should Your Skill Set.

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: Towards Data Science favicon Towards Data Science

Why Python Pros Avoid Loops: A Gentle Guide to Vectorized Thinking

Loops are easy to write, but vectorized operations are the secret to writing efficient and elegant Python code.

Published on: July 24, 2025 | Source: KDnuggets favicon KDnuggets

Why BI in the AI Age

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: Towards Data Science favicon Towards Data Science

10 Free Online Courses to Master Python in 2025

How can you master Python for free? Here are ten online courses we recommend.

Published on: July 24, 2025 | Source: KDnuggets favicon KDnuggets

Multi-head Attention is a Fancy Addition Machine

"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: Towards Data Science favicon Towards Data Science

Transformers (and Attention) are Just Fancy Addition Machines

"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: Towards Data Science favicon Towards Data Science

How Not to Mislead with Your Data-Driven Story

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: Towards Data Science favicon Towards Data Science

Torchvista: Building an Interactive Pytorch Visualization Package for Notebooks

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: Towards Data Science favicon Towards Data Science