Towards Data Science @TDataScience
The world's leading publication for data science and artificial intelligence professionals. Submit an Article ✍️ https://t.co/57pIMegK1o towardsdatascience.com We're Global 🌏 Joined October 2016-
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Elevate your ML skills with lessons from a seasoned practitioner. Pascal Janetzky shares 3 lessons from a month of ML work, helping you improve your efficiency, debugging, and experimentation process. towardsdatascience.com/this-months-ma…
What's the physical meaning of matrix inversion? Tigran Hayrapetyan explores this, demonstrating that the inverse matrix undoes the transformation of the original matrix, restoring the input vector to its original state. towardsdatascience.com/understanding-…
Can a @Raspberry_Pi power an intelligent, up-to-date voice assistant? Deepak Krishnamurthy proves it can, detailing his project and its key components from @AiPicovoice for the wake word to gTTS for the voice output. towardsdatascience.com/crafting-a-cus…
.@EgorHowell breaks down the journey to becoming a machine learning engineer, highlighting the skills, resources, and roadmap to get there. towardsdatascience.com/dont-follow-ge…
Turn AI from a threat into your career's best ally. Learn the art of asking strategic questions that drive product decisions and increase your impact as a data scientist. This article by @raffg shows you how. towardsdatascience.com/the-art-of-ask…
Structure your next marketing experiment for success. Discover the ABCDE framework from Tomas Jancovic for planning, budgeting, and executing quasi geo-lift tests that deliver defensible, actionable results. towardsdatascience.com/why-are-market…
Revitalize your image archives. Learn how to extract a character from a single image and generate a full series of new visuals with @GeminiApp. @PicardParis shares a guide for building your own generation pipeline. towardsdatascience.com/generating-con…
Reduce your team's anxiety about AI. Amy Ma debunks 7 common generative AI myths and explains why it won't be replacing engineers, but rather enhancing their capabilities. towardsdatascience.com/gen-ai-myths-b…
Understanding the importance of trust in your AI systems is crucial. @EivindKjos explains how to ensure accuracy and trustworthiness by preventing hallucinations. towardsdatascience.com/5-techniques-t…
Achieve a sustainable supply chain design with AI. @Samir_Saci_ shows you how MCP servers help minimize your environmental footprint while optimizing network costs. towardsdatascience.com/mcp-server-for…
Understand the financial implications of the Kolmogorov-Smirnov Statistic in banking. @Nikhil_on_ds dives into how it aids in creating robust models that differentiate between defaulters and non-defaulters effectively. towardsdatascience.com/kolmogorov-smi…
Explore the future of AI with MCP servers. Vyacheslav Efimov shares this comprehensive guide to deploy MCP, transforming how we integrate tools with LLM vendors. Read the full article, no paywall. towardsdatascience.com/creating-and-d…
Reduce manual effort and improve data governance. Learn how to automatically create Jira tickets from DataHub events with this guide by Jimin Kang. towardsdatascience.com/integrating-da…
Reward maximization vs. surprise minimization: what's the better model for intelligence? Angjelin Hila's article contrasts the utility-maximizing AIXI agent with the framework of Active Inference, which models agents that act to minimize their free energy.…
How do you implement a simple coffee machine project with Object-Oriented Programming? Mahnoor Javed explains her solution by detailing 4 classes, each with a specific purpose. Read the full article FREE now. towardsdatascience.com/implementing-t…
How can enterprises avoid AI purgatory?? @ShreshthSharma's 3-pillar strategy offers a focused path to realizing AI's true value. Is your organization ready to pivot? towardsdatascience.com/you-only-need-…
Can an LLM be trusted to match and merge 39 records at once without a single mistake? rjurney answers this with a resounding yes, with a live demo that proves the potential of Semantic Entity Resolution. towardsdatascience.com/the-rise-of-se…
In competitive AI fields, protecting your model from data leakage is essential. @erikapatg dives into the intricacies of time-aware graph methodologies. towardsdatascience.com/no-peeking-ahe…
How do decision trees work under the hood? Kuriko Iwai explains the 3 greedy algorithms that decision trees use to find optimal split points, with a practical example of predicting customer subscriptions. towardsdatascience.com/the-core-of-de…
Discover the art of storytelling with data. Learn how data visualization can transform complex information into easy-to-understand insights. Dive into @murtazaali_5253's beginner-friendly series. towardsdatascience.com/data-visualiza…
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