Category: Databases & Big Data
eBook Details: Paperback: 424 pages Publisher: WOW! eBook (January 5, 2021) Language: English ISBN-10: 149207408X ISBN-13: 978-1492074083 eBook Description: Blueprints for Text Analytics Using Python: Machine Learning-Based Solutions for Common Real World (NLP) Applications Turning text into valuable information is essential for businesses looking to gain a competitive advantage. With recent improvements in natural language processing (NLP), users now have many options for solving complex challenges. But it’s not always clear which NLP tools or libraries would work for a business’s needs, or which techniques you should use and in what order. Extract data from APIs and web pages Prepare textual...
eBook Details: Paperback: 292 pages Publisher: WOW! eBook (November 24, 2020) Language: English ISBN-10: 1484262751 ISBN-13: 978-1484262757 eBook Description: Practical Splunk Search Processing Language: A Guide for Mastering SPL Commands for Maximum Efficiency and Outcome Use this practical guide to the Splunk operational data intelligence platform to search, visualize, and analyze petabyte-scale, unstructured machine data. Get to the heart of the platform and use the Search Processing Language (SPL) tool to query the platform to find the answers you need. With more than 140 commands, SPL gives you the power to ask any question of machine data. However, many users (both...
eBook Details: Paperback: 188 pages Publisher: WOW! eBook (November 29, 2020) Language: English ISBN-10: 1484265785 ISBN-13: 978-1484265789 eBook Description: Hyperparameter Optimization in Machine Learning: Make Your Machine Learning and Deep Learning Models More Efficient Dive into hyperparameter tuning of machine learning models and focus on what hyperparameters are and how they work. This book discusses different techniques of hyperparameters tuning, from the basics to advanced methods. This is a step-by-step guide to hyperparameter optimization, starting with what hyperparameters are and how they affect different aspects of machine learning models. It then goes through some basic (brute force) algorithms of hyperparameter optimization....
eBook Details: Paperback: 384 pages Publisher: WOW! eBook (November 26, 2020) Language: English ISBN-10: 1484263723 ISBN-13: 978-1484263723 eBook Description: Machine Learning for Economics and Finance in TensorFlow 2: Deep Learning Models for Research and Industry Find solutions to problems in economics and finance using tools from machine learning. ML has taken time to move into the space of academic economics. This is because empirical work in economics is concentrated on the identification of causal relationships in parsimonious statistical models; whereas machine learning is oriented towards prediction and is generally uninterested in either causality or parsimony. That leaves a gap for both...
eBook Details: Paperback: 186 pages Publisher: WOW! eBook (December 22, 2020) Language: English ISBN-10: 1492083291 ISBN-13: 978-1492083290 eBook Description: Introducing MLOps: How to Scale Machine Learning in the Enterprise More than half of the analytics and machine learning (ML) models created by organizations today never make it into production. Some of the challenges and barriers to operationalization are technical, but others are organizational. Either way, the bottom line is that models not in production can’t provide business impact. This Introducing MLOps book helps you: Fulfill data science value by reducing friction throughout ML pipelines and workflows Refine ML models through retraining,...
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