Building a Machine Learning Platform [Definitive Guide]

Metadata

• Author: Stephen Oladele
• Full Title: Building a Machine Learning Platform [Definitive Guide]
• URL: https://neptune.ai/blog/ml-platform-guide

Highlights

• What do you want to find? Search Log in Sign up free Contact us > Blog > MLOps • Topics • Categories • ML Model Development • MLOps • Machine Learning Tools • Computer Vision • Categories • Natural Language Processing • Reinforcement Learning • Tabular Data • Time Series Guide to building ML platform Search in Blog… Search in Blog… • Topics • Categories • ML Model Development • MLOps • Machine Learning Tools • Computer Vision • Categories • Natural Language Processing • Reinforcement Learning • Tabular Data • Time Series Guide to building ML platform • Product • Overview • Walk-through [3 min] • Product demo [20 min] • Deployment options • Security • Roadmap • Features • Compare experiments • Monitor training • Reproduce experiments • Version models • Collaborate with a team • Compare • Neptune vs WandB • Neptune vs MLflow • Neptune vs TensorBoard • Other comparisons Case studyHow Brainly avoids workflow bottlenecks with automated tracking Case studyHow Neptune gave Waabi organization-wide visibility on experiment data Case studyHow Elevatus uses Neptune to check experiment results in under 1 minute See all case studies • Solutions • By role • ML Platform Engineer • Data Scientist • ML Engineer • ML Team Lead • Researchers & Kagglers • By use case • Computer vision • NLP • Reinforcement learning • Tabular data • Time series • Developers • Menu Item • Documentation • Quickstart • Integrations • Code examples • Resources • Use Neptune • Product demo • Case studies • Example projects • Video tutorials