AirbnbBuilding Airbnb Categories with ML & Human in the Loop
The machine learning behind Airbnb's Categories feature.
Lyftlyft2vec — Embeddings at Lyft
This blogpost discusses how Lyft uses graph learning methods to generate embeddings and shares interesting rideshare insights uncovered by embeddings of riders, drivers, locations, and time.
Snorkel AIMcKinsey QuantumBlack experts: exciting foundation model future
Exploring trends in enterprise ML and the potential of foundation models to change the industry, including examples of companies leveraging them and the risks and complexities involved.
The New York TimesDay in the Life of a Senior Analyst in the Data and Insights Group
A glimpse into the daily routine of a senior analyst in the Data and Insights Group, supporting the Storytelling and Publishing mission at the New York Times.
OpenAIGPTs are GPTs: An early look at the labor market impact potential of large language models
Exploring the labor market impact potential of large language models
RobloxThe Tech Stack for the Metaverse
Exploring the discussion between Roblox CTO and Stripe CTO about the tech stack for the Metaverse at DeveloperWeek.
InstacartDistributed Machine Learning at Instacart
Exploring how Instacart utilizes distributed Machine Learning to efficiently train thousands of models in production using the Ray computation framework.
Stability AIStable Diffusion Reimagine
A new Clipdrop tool, Stable Diffusion Reimagine, generates multiple variations of a single image without limits by allowing users to upload an image into the algorithm.
OpenAIGPTs are GPTs: An early look at the labor market impact potential of large language models
Analyzing the potential impact of large language models on the labor market
Snorkel AILandingLens: the struggle for and value of democratized AI
LandingLens is an ML platform that democratizes AI for non-engineers in industries like manufacturing, agriculture, and pharmaceuticals, by reducing inspection costs, improving quality, and optimizing ML platform setups.
UberSetting Uber’s Transactional Data Lake in Motion with Incremental ETL Using Apache Hudi
Improving the performance of Uber's batch ETL pipelines using Apache Hudi for incremental data processing.
Snorkel AICohere’s Alammar encourages effective strategy for Generative AI
Cohere's Alammar discusses the effective strategy for Generative AI, including text and image generation models, prompt engineering, and retrieval-augmented language models.