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#General #Development #Mobile Development #Cloud & DevOps #Cybersecurity & Privacy #AI & Data Science #Hardware & Gadgets #Design & UXHow 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.
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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.
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.
Your First Containerized Machine Learning Deployment with Docker and FastAPI
Deploying machine learning models can seem complex, but modern tools can streamline the process.
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.
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.
Analyzing Your Excel Spreadsheets with NotebookLM
This tutorial will show you how to analyze your Excel spreadsheets with NotebookLM.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
10 Free Online Courses to Master Python in 2025
How can you master Python for free? Here are ten online courses we recommend.
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.
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.
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...
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.
Aeneas transforms how historians connect the past
We’re publishing a paper in Nature introducing Aeneas, the first AI model for contextualizing ancient inscriptions.
10 Critical Mistakes that Silently Ruin Machine Learning Projects
Machine learning projects can be as exciting as they are challenging.
Benefits of Using LiteLLM for Your LLM Apps
In this article, we will explore why LiteLLM is beneficial for building LLM applications.
5 Fun Generative AI Projects for Absolute Beginners
New to generative AI? These simple, fun, and practical projects are the best place to start.