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@TDataScience "Your 1M+ context window LLM might be less powerful than you think. Tobias Schnabel's new article reveals working memory as a critical bottleneck for LLMs"
@TDataScience on X 2025-07-17 18:25:05 UTC 242.2K followers, 1784 engagements

"Why is there a "Hotel Bristol" in Oslo Anna Gordun Peiro's latest article dives into a data analysis of 25000 hotel names uncovering surprising truths about location aspiration and tradition in branding"
@TDataScience on X 2025-07-22 02:42:05 UTC 242.1K followers, 2577 engagements

"Got your own project on AI agents or generative workflows TDS is written by people like you and were always looking for contributors ➡"
@TDataScience on X 2025-07-22 23:14:01 UTC 242.1K followers, 1762 engagements

"Struggling to understand complex codebases that span multiple repos Kory Becker's latest article reveals Context Engineering a powerful Prompt Engineering technique using AI to visually understand software"
@TDataScience on X 2025-07-16 20:22:07 UTC 242.2K followers, 2030 engagements

"Python too slow for your data science or ML tasks @taupirho shows how Cython can supercharge your Python code with C-like speed in just four steps"
@TDataScience on X 2025-07-16 03:13:08 UTC 242.2K followers, 3405 engagements

"Yes @AWScloud can be intimidating. But Jiayan Yin's article turns complexity into clarity Explore a real-world ETL pipeline. ingest with Pandas transform with Glue store in Redshift and orchestrate with Airflow"
@TDataScience on X 2025-07-17 12:26:20 UTC 242.1K followers, 1824 engagements

"AI agents can now hold onto your history context and preferences just like a real assistant. @maurodp_ walks you through building one from scratch using @Ollama + @TryChroma. Local memory no cloud and customizable retrieval workflows"
@TDataScience on X 2025-07-24 10:29:00 UTC 242.2K followers, 1994 engagements

"🔥 TRENDING 🔥 Have you fine-tuned small LLMs for critical thinking like @neural_avb Towards Data Science wants YOUR insights on LLM Optimization & Training Techniques submit your article today ➡"
@TDataScience on X 2025-07-23 10:29:00 UTC 242.2K followers, 3379 engagements

"Part XX of Chaim Rand's series explores how NUMA awareness is critical for maximizing GPU utilization and provides code utilities for process affinity and memory binding"
@TDataScience on X 2025-07-24 12:26:01 UTC 242.2K followers, 1740 engagements

"Freelancing as a data scientist sounds glamorous. until you face the financial realities. Learn how to navigate the hidden hurdles of self-employment. CJ Sullivan's guide reveals the crucial financial and legal strategies US data science freelancers need to know"
@TDataScience on X 2025-07-13 04:12:06 UTC 242.1K followers, 3562 engagements

"Bring AI agents to life while staying grounded in real-world engineering constraints. Read @sravani_alle's hands-on walkthrough now"
@TDataScience on X 2025-07-23 03:13:00 UTC 242.1K followers, 2117 engagements

"Struggling with generic or inconsistent LLM outputs Discover how shifting your focus from "how" to "what" in prompt engineering can unlock more precise results. Read Chinmay Kakatkar's new article on Declarative vs. Imperative Prompt Engineering"
@TDataScience on X 2025-07-25 22:16:00 UTC 242.2K followers, 1795 engagements

"LLM evaluation is hard. Manual review doesnt scale. Metrics miss the point. So how are real teams testing models in production Shuai Guo explores LLM-as-a-Judge and covers design tips pitfalls real-world use cases and tools to try"
@TDataScience on X 2025-07-26 00:34:00 UTC 242.2K followers, 1807 engagements

"Creating multi-agent apps is simple with this open-source SDK and it can be used with any @OpenAI-compatible LLM. By @MrAlanJones"
@TDataScience on X 2025-07-25 10:29:00 UTC 242.2K followers, 2133 engagements

"Is your Python code too slow 🐌 @taupirho reveals how to unlock C language speed where it matters most using Cython. Achieve up to 80x faster runtime for computationally intensive operations"
@TDataScience on X 2025-07-12 05:22:16 UTC 242.2K followers, 3061 engagements

"Prompt engineering isn't just for LLM developers it's becoming essential for data scientists too. In Part X of this series Sara Nobrega shares her go-to prompts for planning cleaning and EDA"
@TDataScience on X 2025-07-12 18:24:16 UTC 242.1K followers, 3009 engagements

"Tired of generic LLM assistants that feel like black boxes Learn how to build your own custom MCP chatbot from scratch in Mariya Mansurova's article"
@TDataScience on X 2025-07-25 08:18:00 UTC 242.2K followers, 2128 engagements

"Scaling deep learning models in production Chaim Rand's article tackles a common challenge: comparing decentralized vs. centralized inference serving for large-scale algorithmic pipelines"
@TDataScience on X 2025-07-13 20:12:19 UTC 242.2K followers, 2811 engagements

"Tired of inconsistent LLM outputs Learn the best practices for ensuring reliability. @EivindKjos's guide covers tweaking system prompts using Pydantic for validation and a multi-LLM provider strategy for resilience"
@TDataScience on X 2025-07-25 16:24:01 UTC 242.2K followers, 1563 engagements

"Struggling to score GPT outputs when good is in the eye of the beholder Learn how @EvidentlyAI CEO & Co-Founder @elenasamuylova turns LLMs into reliable judges. Her latest article walks you through prompt design calibration loops and trust metrics"
@TDataScience on X 2025-07-21 17:19:06 UTC 242.1K followers, 1957 engagements

"Is your LLM underperforming 🤯 @EivindKjos's latest article dives into Context Engineering the science of feeding your LLM the right context to maximize performance"
@TDataScience on X 2025-07-22 03:13:08 UTC 242.1K followers, 2957 engagements

".@neural_avb's article provides a from-scratch guide to generating procedural tasks and objective rewards for training reasoning models in @PyTorch. Read the full article now no paywall"
@TDataScience on X 2025-07-23 12:26:01 UTC 242.2K followers, 2730 engagements

"You dont need to wire up a DAG or fight with complex graph tools to get multiple LLM agents working together. @MrAlanJones' guide to @OpenAIs Agent SDK walks through exactly how to chain agents handle structured output and even embed agents as tools"
@TDataScience on X 2025-07-22 10:12:16 UTC 242.1K followers, 1857 engagements

"From 1099s to health insurance headaches CJ Sullivan reflects on XX months of freelancing as a data scientist. If you're eyeing the solo path this post covers what you really need to know"
@TDataScience on X 2025-07-20 18:17:11 UTC 242.2K followers, 3000 engagements

"Discover how Julio Sanchez achieved the impossible: fine-tuning a 2B parameter model to outperform a 90B giant for extracting complex tables from image-based PDFs"
@TDataScience on X 2025-07-25 20:22:00 UTC 242.2K followers, 1845 engagements

"Struggling to make LLM evaluation objective Explore @EvidentlyAI's CEO & Co-Founder @elenasamuylova's article where she breaks down how to build LLM-as-a-judge systems that consistently align with human quality standards"
@TDataScience on X 2025-07-25 18:24:01 UTC 242.2K followers, 1782 engagements

"Tired of typing long LLM prompts Eivind Kjosbakken's practical guide shows how to build a local voice transcription tool using @OpenAI Whisper. Get the code workflow automation tips and why voice might be the next frontier in developer productivity"
@TDataScience on X 2025-07-24 08:18:00 UTC 242.2K followers, 1947 engagements

"Learn how evaluation-driven development ensures your LLM apps are safe reliable and user-aligned. Robert Martin-Short's guide covers everything from metric design and error analysis to continuous monitoring and adaptive feedback loops"
@TDataScience on X 2025-07-24 14:45:07 UTC 242.2K followers, 1676 engagements

"Ever wished your LLM could query ClickHouse comb @GitHub and summarize every changelog entry on demand 🤔 Discover how Mariya Mansurovas MCP-powered toolkit converts bespoke functions into reusable tools slashing analyst turnaround time"
@TDataScience on X 2025-07-12 03:03:12 UTC 242.2K followers, 2832 engagements

"Are your metrics tricking you Michal Szudejko's new article dives into logical paradoxes like Simpson's the Accuracy Paradox and Goodhart's Law exploring their impact across BI LLM and RAG systems. Read the full article FREE now"
@TDataScience on X 2025-07-23 22:16:01 UTC 242.2K followers, 2050 engagements

"Are you hitting embedding model size limits @m_mouschoutzi reveals the "mysterious size limitations" of LLM embeddings (tokens per input chunks per request total tokens) and how intelligent chunking with @LangChainAI solves them for large documents"
@TDataScience on X 2025-07-25 23:23:00 UTC 242.2K followers, 1773 engagements

"Eric Chung dives into the key algorithms that power VisionScout focusing on the most technically demanding aspects of multimodal integration: dynamic weight tuning saliency-based visual inference statistically grounded learning semantic alignment and zero-shot generalization with CLIP"
@TDataScience on X 2025-07-15 13:18:23 UTC 242.2K followers, 1911 engagements

"From 1989 sci-fi dreams to real-world AI in 2025. David Martin's new article recounts a 30-year journey through the "AI Winter" and "AI Spring" sharing lessons on persistence learning and finding your passion"
@TDataScience on X 2025-07-15 00:14:09 UTC 242.1K followers, 2690 engagements

"NumPy and Numba are great but have you tried Cython 🤔 @taupirho dives into how this powerful library bridges the gap between Python's readability and C's performance. Learn when and how to get your hands dirty for serious speedups"
@TDataScience on X 2025-07-22 16:19:01 UTC 242.2K followers, 1833 engagements

"Christopher Ariza demonstrates how free-threaded Python 3.13t combined with immutable DataFrames is set to revolutionize CPU-bound numerical computing. Get ahead of the curve read the full article FREE now"
@TDataScience on X 2025-07-20 11:14:14 UTC 242.2K followers, 2311 engagements

"The task revolution is underway @ShreshthSharma unpacks how AI agents are transforming work at the task level not job level redefining roles and demanding new enterprise strategies"
@TDataScience on X 2025-07-22 17:19:01 UTC 242.1K followers, 1766 engagements

"Dive into the diverse world of LLM Agent architectures: Reflexion ToT GoT PoT + more. @maurodp_'s article is here to help you understand how each method enhances logic planning memory and tool integration for complex tasks"
@TDataScience on X 2025-07-22 19:41:02 UTC 242.1K followers, 1689 engagements

"Build better more trustworthy ML models. @EivindKjos shares essential insights into effective data cleaning from detecting annotation errors to understanding why chasing XXX% accuracy can be a trap"
@TDataScience on X 2025-07-23 17:19:01 UTC 242.2K followers, 1833 engagements

"Agentic AI needs more than clever prompts. It needs memory. In this thoughtful breakdown Ida Silfverskild explains the architectures behind LLM memory systems from pocket-sized facts to long-span summaries and when to choose knowledge graphs over vector stores"
@TDataScience on X 2025-07-22 23:14:01 UTC 242.1K followers, 1901 engagements

"Meet @maurodp_ ✨ Our latest Author Spotlight features this data scientist who's still nostalgic for scikit-learn but building cutting-edge AI Agents from scratch with @Ollama. Want to contribute your own top-notch content Towards Data Science is made by contributors. Submit your article idea and get published 👉"
@TDataScience on X 2025-07-17 20:22:10 UTC 242.2K followers, 2112 engagements