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Machine Learning Engineering with Python
Supercharge the value of your machine learning models by building scalable and robust solutions that can serve them in production environments Key Features Explore hyperparameter optimization and model management tools Learn object-oriented programming and functional programming in Python to build your own ML libraries and packages Explore key ML engineering patterns like microservices and the Extract Transform Machine Learn (ETML) pattern with use cases Book DescriptionMachine learning engineering is a thriving discipline at the interface of software development and machine learning. This book will help developers working with machine learning and Python to put their knowledge to work and c...
Three Pianos
From beloved indie musician Andrew McMahon comes a searingly honest and beautifully written memoir about the challenges and triumphs of his life and career, as seen through the lens of his personal connection to three pianos. Andrew McMahon grew up in sunny Southern California as a child prodigy, learning to play piano and write songs at a very early age, stunning schoolmates and teachers alike with his gift for performing and his unique ability to emotionally connect with audiences. McMahon would go on to become the lead singer and songwriter for Something Corporate and Jack's Mannequin, and to release his debut solo album, Andrew McMahon in the Wilderness, in 2014. But behind this seemingl...
Tissue Remodeling and Epithelial Morphogenesis
For more than 30 years, Current Topics in Developmental Biology has provided a forum for dissemination and discussion of new ideas and thought in developmental biology. Bringing together a series of articles on the structural, functional, and developmental characteristics of epithelials, this thematic volume represents a timely and valuable contribution to an exciting and multidisciplinary field of study. Because defects in epithelial function and growth control play a major role in human disease-cancerous tumors, spina bifida, cardiac malformations, for example-this volume will be of particular interest to researchers working in cancer drug design and development and those working in therap...
Myogenesis
Myogenesis is the formation of muscular tissue, in particular during embryonic development. This new volume in the "Current topics in Developmental Biology" series covers chapters on such topics as Control of nuclear import during myogenesis, Pathways contributing to fibrosis in skeletal muscle, and Ferlin family members in myogenesis. With an international team of authors, this volume is a must-have addition for researchers and students alike. This new volume in the "Current topics in Developmental Biology" series covers chapters on such topics as Control of nuclear import during myogenesis, Pathways contributing to fibrosis in skeletal muscle, and Ferlin family members in myogenesis With an international team of authors, this volume is a must-have addition for researchers and students alike
Echinoderm Gametes and Embryos
Echinoderm Gametes and Embryos
Organogenesis in Development
Understanding organogenesis is central to current efforts to direct stem cell differentiation and function in the context of a complex organ. Defects in organogenesis are often the major manifestations of human genetic disease syndromes. This volume describes the development of 10 major organ systems, reviewed by experts in each, to provide an up-to-date overview for researchers within and outside the field, students, teachers and clinicians. - Summarizes the key morphological and cellular events - Emphasizes up-to-date research relating to molecular control mechanisms - Draws on a range of model vertebrates and contemporary experimental approaches, including lessons learnt from human developmental disease - Distils common themes and differences for comparative studies - Highlights key remaining questions and sets the agenda for future research
Sex Determination and Sexual Development
This volume reviews our current understanding for how sex determination is initiated and how it results in sexual dimorphic development. Chapters discussing work on different model systems provide a basis for understanding similarities that exist between different species. Coverage includes discussion of sexual development of the soma in C. elegans; sexual development of the germline in C. elegans; sexual development of the soma in Drosophila; sexual development of the germline in Drosophila; sexual development of the soma in the mouse; sexual development of the germline in the mouse; control of sex-specific behavior in Drosophila; and control of sex-specific behavior in vertebrates. - Uncovers the latest research findings on sexual determination and sexual development - Model systems illustrate key sexual similarities - Explores in-depth the origins of sex specific behavior
Growth Factors in Development
This new volume of the renowned serial Current Topics in Developmental Biology covers the important features of growth factors in development. With an international board of authors, this volume will be invaluable for researchers in cell, developmental and molecular biology. Provides researchers an overview and synthesis of the latest research findings and contemporary thought in the area This volume provides an up-to-date and timely perspective
Azure Machine Learning Engineering
Fully build and productionize end-to-end machine learning solutions using Azure Machine Learning Service Key FeaturesAutomate complete machine learning solutions using Microsoft AzureUnderstand how to productionize machine learning modelsGet to grips with monitoring, MLOps, deep learning, distributed training, and reinforcement learningBook Description Data scientists working on productionizing machine learning (ML) workloads face a breadth of challenges at every step owing to the countless factors involved in getting ML models deployed and running. This book offers solutions to common issues, detailed explanations of essential concepts, and step-by-step instructions to productionize ML work...
