Tagged: NLP

PyTorch Artificial Intelligence Fundamentals 0

PyTorch Artificial Intelligence Fundamentals

eBook Details: Paperback: 200 pages Publisher: WOW! eBook (February 28, 2020) Language: English ISBN-10: 1838557040 ISBN-13: 978-1838557041 eBook Description: PyTorch Artificial Intelligence Fundamentals: Solve complex challenges while building end-to-end artificial intelligence systems using Python Artificial Intelligence (AI) continues to grow in popularity and disrupt a wide range of domains, but it is a complex and daunting topic. In this book, you’ll get to grips with building deep learning apps, and how you can use PyTorch for research and solving real-world problems. This book uses a recipe-based approach,...

Next-Generation Machine Learning with Spark 0

Next-Generation Machine Learning with Spark

eBook Details: Paperback: 355 pages Publisher: WOW! eBook; 1st edition (March 24, 2020) Language: English ISBN-10: 1484256689 ISBN-13: 978-1484256688 eBook Description: Next-Generation Machine Learning with Spark: Covers XGBoost, LightGBM, Spark NLP, Distributed Deep Learning with Keras, and More Access real-world documentation and examples for the Spark platform for building large-scale, enterprise-grade machine learning applications. What You Will Learn Be introduced to machine learning, Spark, and Spark MLlib 2.4.x Achieve lightning-fast gradient boosting on Spark with the XGBoost4J-Spark and LightGBM libraries Detect anomalies with the Isolation Forest...

Deep Learning with R Cookbook 0

Deep Learning with R Cookbook

eBook Details: Paperback: 328 pages Publisher: WOW! eBook (February 21, 2020) Language: English ISBN-10: 1789805678 ISBN-13: 978-1789805673 eBook Description: Deep Learning with R Cookbook: Tackle the complex challenges faced while building end-to-end deep learning models using modern R libraries Deep learning (DL) has evolved in recent years with developments such as generative adversarial networks (GANs), variational autoencoders (VAEs), and deep reinforcement learning. This book will get you up and running with R 3.5.x to help you implement DL techniques. The book starts with the various DL...

Python Feature Engineering Cookbook 0

Python Feature Engineering Cookbook

eBook Details: Paperback: 372 pages Publisher: WOW! eBook (January 22, 2020) Language: English ISBN-10: 1789806313 ISBN-13: 978-1789806311 eBook Description: Python Feature Engineering Cookbook: Extract accurate information from data to train and improve machine learning models using NumPy, SciPy, pandas, and scikit-learn libraries Feature engineering is invaluable for developing and enriching your machine learning models. In this cookbook, you will work with the best tools to streamline your feature engineering pipelines and techniques and simplify and improve the quality of your code. Using Python libraries such as...

Building Machine Learning Powered Applications 0

Building Machine Learning Powered Applications

eBook Details: Paperback: 260 pages Publisher: WOW! eBook; 1st edition (February 11, 2020) Language: English ISBN-10: 149204511X ISBN-13: 978-1492045113 eBook Description: Building Machine Learning Powered Applications: Going from Idea to Product Learn the skills necessary to design, build, and deploy applications powered by machine learning (ML). Through the course of this hands-on book, you’ll build an example ML-driven application from initial idea to deployed product. Data scientists, software engineers, and product managers – including experienced practitioners and novices alike – will learn the tools, best practices, and...