When you click on links to various merchants on this site and make a purchase, this can result in this site earning a commission. Affiliate programs and affiliations include, but are not limited to, the eBay Partner Network.
Building Machine Learning Pipelines: Automating Model Life Cycle
- Item No : 396637902407
- Condition : Brand New
- Brand : No brand Info
- Seller : brenhambookcompany
- Current Bid : US $55.70
-
* Item Description
- Companies are spending billions on machine learning projects, but its money wasted if the models cant be deployed effectively. In this practical guide, Hannes Hapke and Catherine Nelson walk you through the steps of automating a machine learning pipeline using the TensorFlow ecosystem. Youll learn the techniques and tools that will cut deployment time from days to minutes, so that you can focus on developing new models rather than maintaining legacy systems. Data scientists, machine learning engineers, and DevOps engineers will discover how to go beyond model development to successfully productize their data science projects, while managers will better understand the role they play in helping to accelerate these projects. Understand the steps that make up a machine learning pipeline Build your pipeline using components from TensorFlow Extended Orchestrate your machine learning pipeline with Apache Beam, Apache Airflow and Kubeflow Pipelines Work with data using TensorFlow Data Validation and TensorFlow Transform Analyze a model in detail using TensorFlow Model Analysis Examine fairness and bias in your model performance Deploy models with TensorFlow Serving or convert them to TensorFlow Lite for mobile devices Understand privacy-preserving machine learning techniques
★ Recommended Products Related To This Item
♥ Best Selling Products in this category
-
- NO GRID Survival Projects
- $ 37.00
