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Author Pradeepta Mishra
Understand how to use Explainable AI (XAI) libraries and build trust in AI and machine learning models. This book utilizes a problem-solution approach to explaining machine learning models and their algorithms. The book starts with model interpretation for supervised learning linear models, whi....
Release Date 2023/02 -
PyTorch Recipes: A Problem-Solution Approach to Build, Train and Deploy Neural Network Models
Author Pradeepta Mishra
Learn how to use PyTorch to build neural network models using code snippets updated for this second edition. This book includes new chapters covering topics such as distributed PyTorch modeling, deploying PyTorch models in production, and developments around PyTorch with updated code.You'll start b....
Release Date 2022/12 -
PyTorch Recipes: A Problem-Solution Approach
Author Pradeepta Mishra
Get up to speed with the deep learning concepts of Pytorch using a problem-solution approach. Starting with an introduction to PyTorch, you'll get familiarized with tensors, a type of data structure used to calculate arithmetic operations and also learn how they o....
Release Date 2019/01 -
R: Mining Spatial, Text, Web, and Social Media Data
Author Richard Heimann , Nathan Danneman , Pradeepta Mishra , Bater Makhabel
Create data mining algorithmsAbout This BookDevelop a strong strategy to solve predictive modeling problems using the most popular data mining algorithmsReal-world case studies will take you from novice to intermediate to apply data mining techniquesDeploy cutting-....
Release Date 2017/06