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HANDS ON MACHINE LEARNING WITH SCIKIT LEARN, KERAS & TENSORFLOW 2
Full Color EditionThrough a series of recent breakthroughs, deep learning has boosted the entire field of machine learning. Now, even programmers who know close to nothing about this technology can use simple, efficient tools to implement programs capable of learning from data. This practical book shows you how. By using concrete examples, minimal theory, and two production-ready Python frameworksScikit-Learn and TensorFlowauthor Aurlien Gron helps you gain an intuitive understanding of the concepts and tools for building intelligent systems. Youll learn a range of techniques, starting with simple linear regression and progressing to deep neural networks. With exercises in each chapter to help you apply what youve learned, all you need is programming experience to get started. Explore the machine learning landscape, particularly neural nets Use Scikit-Learn to track an example machine-learning project end-to-end Explore several training models, including support vector machines, decision trees, random forests, and ensemble methods Use the TensorFlow library to build and train neural nets Dive into neural net architectures, including convolutional nets, recurrent nets, and deep reinforcement learning Learn techniques for training and scaling deep neural nets
Machine Learning
This textbook provides a single source introduction to the primary approaches to machine learning. It is intended for advanced undergraduate and graduate students, as well as for developers and researchers in the field. No prior background in artificial intelligence or statistics is assumed. Several key algorithms, example data sets, and project-oriented home work assignments discussed in the book are accessible through the World Wide Web.Several new chapters are available from the author's website.
Ecology and Environment by Pathfinder Academy
1. Introduction 2. Climatic and Topographic Factors 3. Edaphic Factors (Soil Science)4. Biotic Factor 5. Ecological Adaptations 6. Autecology of Species 7. Population - Structure and Dynamics 8. Community-Structure and Classification 9. Community Dynamics (Ecological Succession)10. Ecosystem: Structure and Function 11. Habitat Ecology 12. Degradation of Natural Resources andthe Environmental Problems 13. Energy Crisis and Non-Conventional Sources 14. Biodiversity and Wildlife of India and its Conservation 15. Environment and Development-India's Viewpoint16. Global Warming and Climate Change 17.
Nursing Administration
This book provides students of nursing profession with solid foundation for taking care of patients in the community. The author made all possible efforts towards this in simple and effective language. He has provided extensive treatment of the subject in a very lucid and cogent manner, so that students can grasp the subject very clearly and completely. It covers all the areas specified by the Nursing Councils, Universities and Boards of Nursing that are imparting Diplomas and Degrees in Nursing.
Cell biology Gerald karp
Karp’s Cell Biology, Global Edition continues to build on its strength at connecting key concepts to the experiments that reveal how we know what we know in the world of Cell Biology. This classic text explores core concepts in considerable depth, often adding experimental detail. It is written in an inviting style to assist students in handling the plethora of details encountered in the Cell Biology course. In this edition, two new co-authors take the helm and help to expand upon the hallmark strengths of the book, improving the student learning experience.
Genes (Molecular biology)
The definitive reference text for molecular biology helps students focus on the most important aspects. This book is used yet kept in good condition with minimal markings inside. It also has color pictures. The price includes shipping anywhere in India and can be negotiable. Feel free to contact or call for more details.
Biochemistry
The definitive reference text for biochemistry Lehninger Principles of Biochemistry, 4e helps students focus on the most important aspects of biochemistry. This book is used yet kept in good condition with minimal markings inside. It also has color pictures for molecular models. The price includes shipping anywhere in India by India post and can be negotiable. Feel free to contact or call for more details.