📰 Towards Data Science
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⚡ AI Lessons (9083)
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Towards Data Science
8h ago
Advanced RAG Retrieval: Cross-Encoders & Reranking
A deep-dive and practical guide to cross-encoders, advanced techniques, and why your retrieval pipeline deserves a second pass. The post Advanced RAG Retrieval:
Towards Data Science
10h ago
Why Every AI Coding Assistant Needs a Memory Layer
AI coding assistants need a persistent memory layer to overcome the statelessness of LLMs and improve code quality by systematically providing context across se
Towards Data Science
11h ago
Introduction to Reinforcement Learning Agents with the Unity Game Engine
A step-by-step interactive guide to one of the most vexing areas of machine learning. The post Introduction to Reinforcement Learning Agents with the Unity Game
Towards Data Science
1d ago
When Things Get Weird with Custom Calendars in Tabular Models
Since September 2025, we have had Calendar-based Time Intelligence in Power BI and Fabric Tabular models. While this feature offers great possibilities, we must
Towards Data Science
1d ago
Why MLOps Retraining Schedules Fail — Models Don’t Forget, They Get Shocked
We fitted the Ebbinghaus forgetting curve to 555,000 real fraud transactions and got R² = −0.31 — worse than a flat line. This result explains why calendar-base
Towards Data Science
1d ago
A Guide to Voice Cloning on Voxtral with a Missing Encoder
Can we reconstruct audio codes if we have audio for the Voxtral text-to-speech model? The post A Guide to Voice Cloning on Voxtral with a Missing Encoder appear
Towards Data Science
1d ago
How Does AI Learn to See in 3D and Understand Space?
How depth estimation, foundation segmentation, and geometric fusion are converging into spatial intelligence The post How Does AI Learn to See in 3D and Underst
Towards Data Science
2d ago
A Visual Explanation of Linear Regression
A long-form article featuring over 100 visualizations, covering a range of topics from how to build linear regression model, measure the quality and how to impr
Towards Data Science
2d ago
How Visual-Language-Action (VLA) Models Work
The mathematical foundations of Vision-Language-Action (VLA) models for humanoid robots and more The post How Visual-Language-Action (VLA) Models Work appeared
Towards Data Science
2d ago
A Survival Analysis Guide with Python: Using Time-To-Event Models to Forecast Customer Lifetime
Understand survival analysis by modeling customer retention through Kaplan-Meier curves and Cox Proportional Hazard regressions. The post A Survival Analysis Gu
Towards Data Science
2d ago
The Future of AI for Sales Is Diverse and Distributed
True creativity and innovation will come from human-agent collaboration. One human, millions of agents. The post The Future of AI for Sales Is Diverse and Distr
Towards Data Science
3d ago
Why AI Is Training on Its Own Garbage (and How to Fix It)
Deep Web Data Is the Gold We Can't Touch, Yet The post Why AI Is Training on Its Own Garbage (and How to Fix It) appeared first on Towards Data Science .
Towards Data Science
3d ago
Detecting Translation Hallucinations with Attention Misalignment
A low-budget way to get token-level uncertainty estimation for neural machine translations The post Detecting Translation Hallucinations with Attention Misalign
Towards Data Science
🤖 AI Agents & Automation
⚡ AI Lesson
3d ago
How to Use Claude Code to Build a Minimum Viable Product
Learn how to effectively present product ideas by building MVPs with coding agents The post How to Use Claude Code to Build a Minimum Viable Product appeared fi
Towards Data Science
🧠 Large Language Models
⚡ AI Lesson
3d ago
Grounding Your LLM: A Practical Guide to RAG for Enterprise Knowledge Bases
A clear mental model and a practical foundation you can build on The post Grounding Your LLM: A Practical Guide to RAG for Enterprise Knowledge Bases appeared f
Towards Data Science
⚡ AI Lesson
4d ago
Democratizing Marketing Mix Models (MMM) with Open Source and Gen AI
A practical system design combining open-source Bayesian MMM and GenAI for transparent, vendor independent marketing analytics insights. The post Democratizing
Towards Data Science
🛠️ AI Tools & Apps
⚡ AI Lesson
4d ago
From 4 Weeks to 45 Minutes: Designing a Document Extraction System for 4,700+ PDFs
How a hybrid PyMuPDF + GPT-4 Vision pipeline replaced £8,000 in manual engineering effort, and why the latest models weren’t the answer The post From 4 Weeks to
Towards Data Science
🤖 AI Agents & Automation
⚡ AI Lesson
4d ago
Context Engineering for AI Agents: A Deep Dive
How to optimize context, a precious finite resource for AI agents The post Context Engineering for AI Agents: A Deep Dive appeared first on Towards Data Science
Towards Data Science
⚡ AI Lesson
4d ago
The Arithmetic of Productivity Boosts: Why Does a “40% Increase in Productivity” Never Actually Work?
Why does grand productivity promises never actually deliver? Is every product just bad, or is there something else hiding in the numbers? The post The Arithmeti
Towards Data Science
⚡ AI Lesson
5d ago
The Geometry Behind the Dot Product: Unit Vectors, Projections, and Intuition
The geometric foundations you need to understand the dot product The post The Geometry Behind the Dot Product: Unit Vectors, Projections, and Intuition appeared
Towards Data Science
🤖 AI Agents & Automation
⚡ AI Lesson
5d ago
How to Run Claude Code Agents in Parallel
Learn how to apply coding agents in parallel to work more efficiently The post How to Run Claude Code Agents in Parallel appeared first on Towards Data Science
Towards Data Science
5d ago
Behavior is the New Credential
We are living through a paradigm shift in how we prove we are who we say we are online. Instead of asking What do you know? (password, PIN, mother’s maiden name
Towards Data Science
6d ago
Proxy-Pointer RAG: Achieving Vectorless Accuracy at Vector RAG Scale and Cost
A new way to build vector RAG—structure-aware and reasoning-capable The post Proxy-Pointer RAG: Achieving Vectorless Accuracy at Vector RAG Scale and Cost appea
Towards Data Science
⚡ AI Lesson
6d ago
A Data Scientist’s Take on the $599 MacBook Neo
Why it doesn’t fit my workflow but still makes sense for beginners The post A Data Scientist’s Take on the $599 MacBook Neo appeared first on Towards Data Scien
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