towardsdatascience.com 2023-05-25 12:46 Leveraging Operations Research for Call Center Efficiency Harnessing the power of efficient workforce optimization to drive... towardsdatascience.com 2023-05-25 05:32 Building Better ML Systems. Chapter 2: Taming Data Chaos. Building Better ML Systems — Chapter 2: Taming Data ChaosAbout... towardsdatascience.com 2023-05-25 05:20 LangChain has added Cypher Search With the LangChain library, you can conveniently generate Cypher queries, enabling an efficient retrieval of information from Neo4j.Image... towardsdatascience.com 2023-05-25 04:43 Testing Large Language Models like we test software Testing language models (and prompts) like we test softwareTL;DR:... towardsdatascience.com 2023-05-25 04:24 The Return of the Fallen: Transformers for Forecasting Photo by Aditya Vyas on UnsplashIntroducing a new transformer...
towardsdatascience.com 2023-05-25 04:16 Interacting with large language models Interacting with Large Language ModelsEnriching prompts to steer the model — explained for non-expertsLarge language models like GPT show astonishing capabilities for solving complex tasks like translation,...
towardsdatascience.com 2023-05-25 04:08 How Well Do GPT Models Follow Prompts? Part 2 of a study on generative AI usage and testingPhoto by Debby Hudson on UnsplashPrompt engineering is a special term from the NLP industry to describe the formulation of better questions for LLMs (large language...
towardsdatascience.com 2023-05-25 03:49 Boosting image generation by intersecting GANs with Diffusion models A recipe for stable and efficient image-to-image translationATME is a model in the GAN ∩ Diffusion class. Image generated using DALL·E 2.Visual Foundation Models (VFM) are at the core of cutting-edge technologies...
towardsdatascience.com 2023-05-25 01:14 Can Data Science Find Bigfoot? An analytical approach to tracking down one of the world’s most elusive cryptidsPhoto by Jon Sailer on UnsplashWatching Bigfoot researchers chasing — sometimes quite literally — circumstantial evidence,...
towardsdatascience.com 2023-05-24 04:14 A/B Optimization with Policy Gradient Reinforcement Learning A step by step visual explanation of the Policy Gradient methodChoose wisely! (Image created by the author with the help of Stable Diffusion Online)In this article, we will explore how policy gradient reinforcement...
towardsdatascience.com 2023-05-24 03:53 Will Generative AI Replace the Need for Data Analysts? Artwork Created by Author Using MidjourneyNo. But it will redefine the data analyst role.Since ChatGPT’s release in November of 2022, speculation has grown over whether or not the role of a data analyst could...
towardsdatascience.com 2023-05-24 03:13 Top Data Science and Machine Learning Books to Read in 2023 Stay ahead of the curve: learn and grow with these distinguished data science and machine learning booksPhoto by Markus Spiske on UnsplashAs a recent Forbes publication highlighted, continuous learning is one of the...
towardsdatascience.com 2023-05-24 02:56 Customizing your Cloud Based Machine Learning Training Environment — Part 2 Customizing your Cloud Based Machine Learning Training Environment — Part 2Additional solutions for increasing your development flexibilityPhoto by Murilo Gomes on UnsplashThis is the second part of a two-part...
towardsdatascience.com 2023-05-23 22:30 Improve your Gradient Descent: The Epic Quest for the Optimal Stride Techniques for Optimizing Step-Size/Learning Rate in Gradient Descent for Machine LearningImage by stokpic from PixabayContentsIntroductionMethod 1: Fixed Step SizeMethod 2: Exact Line SearchMethod 3: Backtracking...
towardsdatascience.com 2023-05-23 22:09 Logistic Regression: Deceptively Flawed When can large odds ratios and perfectly separated data bite you?Photo by Alvan Nee on UnsplashThis is a second part to a previous post on conceptual understanding of logistic regression:Logistic regression:...
towardsdatascience.com 2023-05-23 21:40 How To Best Leverage OpenAI’s Evals Framework Image licensed by author for commercial useKeys for evaluating LLMs using OpenAI EvalsThis blog is co-authored by Trevor LaVialeAccording to a recent survey, nearly half (43%) of data science and engineering teams are...
towardsdatascience.com 2023-05-23 13:15 You Don’t Need Data Domains… Yet Demystifying data mesh domainsYou don’t need data domains yet — Image courtesy of CastorThe data mesh paradigm advocates for the use of data domains as a way to partition data into meaningful groups. Domains...
towardsdatascience.com 2023-05-23 13:12 How to Assess Recommender Systems A deep dive on Evaluation Metrics FormulasImage Source. The image is free to use under the content licence of Pixabay.In recent articles, we have presented prominent recommender system algorithms that are widely...
towardsdatascience.com 2023-05-23 13:11 Knowledge Graph Embeddings 101 A summary of knowledge graph embeddings (KGE) algorithmsImage Source. The image is free to use under the content licence of Pixabay.In our latest article of the series on How to design recommender systems based on...
towardsdatascience.com 2023-05-23 13:10 Introduction to Knowledge Graph-Based Recommender Systems A brief presentation of KG Recommender Systems FamiliesImage Source. The image is free to use under the content licence of Pixabay.Welcome back to the second article in our series about knowledge graph-based...
towardsdatascience.com 2023-05-23 07:00 A better way to analyze feature release impact Or — why naive “before-after” comparisons can drive bad product decisionsPhoto by author — using DALL-E 2A/B tests are the gold standard for estimating causal effects in product analytics. But in many...
towardsdatascience.com 2023-05-22 03:16 Customizing your Cloud Based Machine Learning Training Environment — Part 1 Customizing Your Cloud Based Machine Learning Training Environment — Part 1How to leverage the power of the cloud without compromising development flexibilityPhoto by Jeremy Thomas on UnsplashCloud-based machine...
towardsdatascience.com 2023-05-22 02:37 When CPU is faster than GPU — typical cases When to Run Code on CPU and Not GPU: Typical CasesHow to choose the hardware to optimize the computation for your use casePhoto by Francesco Vantini on UnsplashWith rapidly advancing technologies like Artificial...
towardsdatascience.com 2023-05-21 17:57 Tips and Tricks for Upgrading to PyTorch 2.0 What to look out for when moving to the all-new “Compiled Mode”Photo by Mohamed Nohassi on Unsplashby AuthorAny new release of an AI development framework, AI accelerator, or AI computing platform, brings with it...
towardsdatascience.com 2023-05-14 22:07 Hugging Face Transformers Agent Comparisons with 🦜🔗LangChain Agenthttps://medium.com/media/6024083523343b18395779f71658a293/hrefJust two days ago, 🤗Hugging Face released Transformers Agent — an agent that leverages natural language to...