References
- https://www.canva.com/careers/topic/machine-learning/
- Model Deployment Strategies: https://neptune.ai/blog/model-deployment-strategies
- AI Helps DuoLingo Personalize Language Learning: https://www.wired.com/brandlab/2018/12/ai-helps-duolingo-personalize-language-learning/#:~:text=The%20learning%20behind%20the%20lingo,data%20and%20make%20intelligent%20predictions
- https://www.crunchbase.com/organization/ggwp-65c2
- https://www.cbinsights.com/company/anon-ai
- AI-50 America’s Most Promising Artificial Intelligence Companies: https://www.forbes.com/sites/alanohnsman/2021/04/26/ai-50-americas-most-promising-artificial-intelligence-companies/?sh=3b5e27ef77cf
- https://www.lacework.com/labs/
- https://www.crunchbase.com/organization/lacework/company_financials
- SHEIN’s AI Program Matches Local Demand at Scale: https://www.psfk.com/2022/06/sheins-consumer-to-manufacturer-ai-program-matches-local-demand-at-scale.html#:~:text=Shein’s%20AI%20engine%20can%20quickly,brand%20much%20cheaper%20operating%20costs
- Product Led Growth, Wes Bush
- Mind the Gap – It’s Not AI/ML Unless It’s in Production: Data Strategy Series Part 4: https://www.credera.com/insights/mind-gap-not-ai-ml-unless-production-data-strategy-series-part-4
- Airbnb’s End-to-End ML Platform: https://medium.com/acing-ai/airbnbs-end-to-end-ml-platform-8f9cb8ba71d8
- Amazon SageMaker: https://aws.amazon.com/sagemaker/
- Introducing FBLearner Flow: Facebook’s AI backbone: https://engineering.fb.com/2016/05/09/core-data/introducing-fblearner-flow-facebook-s-ai-backbone/
- Meet Michelangelo: Uber’s Machine Learning Platform: https://www.uber.com/blog/michelangelo-machine-learning-platform/
- TFX is an end-to-end platform for deploying production ML pipelines: https://www.tensorflow.org/tfx
- Managed MLflow Managing the complete machine learning lifecycle: https://www.databricks.com/product/managed-mlflow
- Discover Lakehouse: https://www.databricks.com/discoverlakehouse?utm_medium=paid+search&utm_source=google&utm_campaign=13039235745&utm_adgroup=125064728314&utm_content=product+page&utm_offer=discoverlakehouse&utm_ad=576656880219&utm_term=what%20is%20a%20lakehouse&gclid=CjwKCAjwx7GYBhB7EiwA0d8oe_HabROASQAaw7XYRq-VinQLswPqDyh8iPCT4032m8UN7H0B0uNyVBoCZ-QQAvD_BwE
- Computing Machinery and Intelligence: https://phil415.pbworks.com/f/TuringComputing.pdf
- Key requirements for an MLOps foundation: https://cloud.google.com/blog/products/ai-machine-learning/key-requirements-for-an-mlops-foundation
- How does TikTok use machine learning?: https://dev.to/mage_ai/how-does-tiktok-use-machine-learning-5b7i
