InLevel Up CodingbyDr. Ashish BamaniaGoogle’s New AI Can Hallucinate An Entire Video Game In Real Time Without A Game EngineA deep dive into how Google’s ‘GameNGen’ model works, how it is trained, and how it opens up new avenues for future AI applications.Aug 29, 20248Aug 29, 20248
InTDS ArchivebyKunal Kambo PuriVisualizing and Integrating Complex Ideas with LLMs, Part 1: Napkin AIDiscover how AI tools can transform intricate concepts into clear, practical frameworks and diagramsJul 16, 20244Jul 16, 20244
InTDS ArchivebyMarco CerlianiTime Series Forecasting in the Age of GenAI: Make Gradient Boosting Behaves like LLMsApplying zero-shot forecasting with standard machine learning modelsJul 4, 20244Jul 4, 20244
InTDS ArchivebyHarrison HoffmanCausal Machine Learning: What Can We Accomplish with a Single Theorem?Exploring and exploiting the seemingly innocent theorem behind Double Machine LearningMar 30, 20242Mar 30, 20242
InCodeXbyAnthony AlcarazGraphRAG: Microsoft’s Approach to AI-Powered Knowledge Discovery (Code Release)AI will be the main gateway to knowledge. Yet making sense of vast, unstructured information remains a significant challenge. Enter…Jul 3, 20243Jul 3, 20243
InGoogle Cloud - CommunitybyOm KamathDid Google Just Kill Streamlit?Checking out Google’s Mesop Framework to see if it’s better than Streamlit.Jun 25, 202433Jun 25, 202433
InLevel Up CodingbyBhargob DekaDesigning RAG Agent Workflow with LangGraphBefore I begin, a quick 🔌 :-) This is Blog #4 of the beginner series on LangChain. I am documenting my GenAI learning through these posts…Jun 12, 2024Jun 12, 2024
InLlamaIndex BlogbyRaymond WeitekampUnlocking the 3rd Dimension for Generative AI (Part 1)It would be an understatement to say that generative AI has been taking the world by storm over the past couple of years. While text (1D)…Mar 4, 20241Mar 4, 20241
InTDS ArchivebyVyacheslav EfimovQuantile Loss & Quantile RegressionLearn how to adjust regression algorithms to predict any quantile of dataJan 28, 20231Jan 28, 20231
InTDS ArchivebyLuís RoqueMoirai: Time Series Foundation Models for Universal ForecastingThe future of predictive analytics: Explore Moirai, Salesforce’s new foundation model for advanced time series forecastingApr 11, 20248Apr 11, 20248
InTDS ArchivebyRyan O'SullivanMaking Causal Discovery work in real-world business settingsCausal AI, exploring the integration of causal reasoning into machine learningMar 4, 20245Mar 4, 20245
InTowards AIbyLukasz SzubelakMastering Causal Inference with Python: A Guide to Synthetic Control GroupsOne can feel intrigued when a newspaper like the Washington Post writes an article about the statistical method. Statistical modeling isn’t…May 11, 20245May 11, 20245
InTDS ArchivebyJonte DanckerN-BEATS — The First Interpretable Deep Learning Model That Worked for Time Series ForecastingAn easy-to-understand deep dive into how N-BEATS works and how you can use it.May 11, 20243May 11, 20243
InData Science at MicrosoftbyXikai ZhaoUsing causal inference to measure business impact after program launchAlternatives for when experimentation is not possibleMay 7, 2024May 7, 2024
InTensor LabsbyAhmedabdullahXGBoost 2.0, wait whaaaat?Oh hi there my fellow companion on data journey, I must admit that this time I am a bit late. It’s been a couple of months since the…Jan 29, 20244Jan 29, 20244
Ramazan OlmezEnd-to-End Machine Learning Project: Churn PredictionThe main objective of this article is to develop an end-to-end machine learning project. For a model to be truly useful, it needs to be…Feb 22, 202418Feb 22, 202418
InTDS ArchivebySamuele MazzantiHypothesis Testing Explained (How I Wish It Was Explained to Me)Most resources focus on things like Confidence and Power. But they don’t really matter: here is what you should care aboutMay 13, 20247May 13, 20247
InData Science at MicrosoftbyJames NguyenForget RAG: Embrace agent design for a more intelligent grounded ChatGPT!The Retrieval Augmented Generation (RAG) design pattern has been commonly used to develop a grounded ChatGPT in a specific data domain…Nov 18, 202321Nov 18, 202321