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The Machine Learning Solutions Architect Handbook
Practical strategies and best practices on the ML lifecycle, system design, MLOps, and generative AI
2024
EN
Design, build, and secure scalable machine learning (ML) systems to solve real-world business problems with Python and AWS Purchase of the print or Kindle book includes a free PDF eBookKey FeaturesGo in-depth into the ML lifecycle, from ideation and data management to deployment and scalingApply risk management techniques in the ML lifecycle and design architectural patterns for various ML platforms and solutionsUnderstand the generative AI lif...
The Machine Learning Solutions Architect Handbook
Create machine learning platforms to run solutions in an enterprise setting
2022
EN
Build highly secure and scalable machine learning platforms to support the fast-paced adoption of machine learning solutionsKey FeaturesExplore different ML tools and frameworks to solve large-scale machine learning challenges in the cloudBuild an efficient data science environment for data exploration, model building, and model trainingLearn how to implement bias detection, privacy, and explainability in ML model developmentBook ...
The Machine Learning Solutions Architect Handbook
Create machine learning platforms to run solutions in an enterprise setting
Unabridged
8 hours 32 min
2022
EN
Build highly secure and scalable machine learning platforms to support the fast-paced adoption of machine learning solutionsKey FeaturesExplore different ML tools and frameworks to solve large-scale machine learning challenges in the cloudBuild an efficient data science environment for data exploration, model building, and model trainingLearn how to implement bias detection, privacy, and explainability in ML model development