When your warehouse and transportation teams blame each other for late deliveries, who's right? We can ask an agent connected to the data settle the debate.
The post Can AI Solve Failures in Your Supply Chain? appeared first on Towards Data Science.
Building Cost-Efficient Agentic RAG on Long-Text Documents in SQL Tables
Designing a hybrid SQL + vector retrieval system without schema changes, data migration, or performance trade-offs
The post Building Cost-Efficient Agentic RAG on Long-Text Documents in SQL Tables appeared first on Towards Data Science.
Agentic AI for Modern Deep Learning Experimentation
Stop babysitting training runs. Start shipping research. Autonomous experiment management built for/by deep learning engineers.
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Iron Triangles: Powerful Tools for Analyzing Trade-Offs in AI Product Development
Conceptual overview and practical guidance
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A practical onboarding checklist for building trust, business fluency, and data intuition
The post Your First 90 Days as a Data Scientist appeared first on Towards Data Science.
Stephanie Kirmer on the $200 billion investment bubble, how AI companies can rebuild trust, and how her day-to-day work changed with the rise of LLMs.
The post The Evolving Role of the ML Engineer appeared first on Towards Data Science.
Building an AI Agent to Detect and Handle Anomalies in Time-Series Data
Combining statistical detection with agentic decision-making
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An easy step-by-step guide to building the snake game from scratch
The post Implementing the Snake Game in Python appeared first on Towards Data Science.
The Death of the “Everything Prompt”: Google’s Move Toward Structured AI
How the new Interactions API enables deep-reasoning, stateful, agentic workflows.
The post The Death of the “Everything Prompt”: Google’s Move Toward Structured AI appeared first on Towards Data Science.
Prompt Fidelity: Measuring How Much of Your Intent an AI Agent Actually Executes
How much of your AI agent's output is real data versus confident guesswork?
The post Prompt Fidelity: Measuring How Much of Your Intent an AI Agent Actually Executes appeared first on Towards Data Science.
Mechanistic Interpretability: Peeking Inside an LLM
Are the human-like cognitive abilities of LLMs real or fake? How does information travel through the neural network? Is there hidden knowledge inside an LLM?
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Plan–Code–Execute: Designing Agents That Create Their Own Tools
The case against pre-built tools in Agentic Architectures
The post Plan–Code–Execute: Designing Agents That Create Their Own Tools appeared first on Towards Data Science.
Routing in a Sparse Graph: a Distributed Q-Learning Approach
Distributed agents need only decide one move ahead.
The post Routing in a Sparse Graph: a Distributed Q-Learning Approach appeared first on Towards Data Science.
Sara Nobrega on the transition from data science to AI engineering, using LLMs as a bridge to DevOps, and the one engineering skill junior data scientists need to stay competitive.
The post Building Systems That Survive Real Life appeared first on Towards Data Science.
TDS Newsletter: January Must-Reads on Data Platforms, Infinite Context, and More
Don't miss our most-read and -shared stories of the past month
The post TDS Newsletter: January Must-Reads on Data Platforms, Infinite Context, and More appeared first on Towards Data Science.
Federated Learning, Part 2: Implementation with the Flower Framework 🌼
Implementing cross-silo federated learning step by step
The post Federated Learning, Part 2: Implementation with the Flower Framework 🌼 appeared first on Towards Data Science.
I Ditched My Mouse: How I Control My Computer With Hand Gestures (In 60 Lines of Python)
A step-by-step guide to building a “Minority Report”-style interface using OpenCV and MediaPipe
The post I Ditched My Mouse: How I Control My Computer With Hand Gestures (In 60 Lines of Python) appeared first on Towards Data Science.
Modeling Urban Walking Risk Using Spatial-Temporal Machine Learning
Estimating neighborhood-level pedestrian risk from real-world incident data
The post Modeling Urban Walking Risk Using Spatial-Temporal Machine Learning appeared first on Towards Data Science.
Going Beyond the Context Window: Recursive Language Models in Action
Explore a practical approach to analysing massive datasets with LLMs
The post Going Beyond the Context Window: Recursive Language Models in Action appeared first on Towards Data Science.
Layered Architecture for Building Readable, Robust, and Extensible Apps
If adding a feature feels like open-heart surgery on your codebase, the problem isn’t bugs, it’s structure. This article shows how better architecture reduces risk, speeds up change, and keeps teams moving.
The post Layered Architecture for Building Readable, Robust, and Extensible Apps appeared fir...