Altars of Madness Christin M. Jungers Table of Contents PART 1

Table of Contents PART 1 - CORE PYTORCH 1 Introducing deep learning and the PyTorch Library 2 Pretrained networks 3 It starts with a tensor 4 Real-world data representation using tensors 5 The mechanics of learning 6 Using a neural network to fit the data 7 Telling birds from airplanes: Learning from images 8 Using convolutions to generalize PART 2 - LEARNING FROM IMAGES IN THE REAL WORLD: EARLY DETECTION OF LUNG CANCER 9 Using PyTorch to fight cancer 10 Combining data sources into a unified dataset 11 Training a classification model to detect suspected tumors 12 Improving training with metrics and augmentation 13 Using segmentation to find suspected nodules 14 End-to-end nodule analysis

Geared to independent-minded travelers

the Denver Police Department arrested one of its own

" - the other one

Altars of Madness Christin M. Jungers Table of Contents PART 1ASIN: B00000582H VSKU: DBV. B00000582H. G Condition: Good Author Artist: Morbid Angel Binding: Audio cd Note: Any images shown are stock photographs and product may differ from what is shown. Condition Notes: Individually inspected: Guaranteed to play perfectly or your money back. Case may show wear and may be in library packaging. Ships Fast!