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“…What you will learn Obtain, verify, and clean data before transforming it into a correct format for use Perform data analysis and machine learning tasks using Python Understand the basics of computational linguistics Build models for general natural language processing tasks Evaluate the performance of a model with the right metrics Visualize, quantify, and perform exploratory analysis from any text data Who this book is for Natural Language Processing Fundamentals is designed for novice and mid-level data scientists and machine learning developers who want to gather and analyze text data to build an NLP-powered product. …”

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“…It thoroughly introduces Storage Virtualization Devices (SVDs) and VMDirectPath I/O, and shows how to drive powerful improvements in performance, flexibility, and manageability with VMFS 5 and VAAI. …”

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“…Unleash the data processing and analytics capability of Apache Spark with the language of choice: Java About This Book Perform big data processing with Spark—without having to learn Scala! …”

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“…Even back in our earliest days, one of the keys to IBM’s greatness was performance, along with top-notch technology. Since arriving at IBM in 2000, my goal has been to identify, develop, train, reward, and retain high-performing people, and one of the best ways to support these high performers is through mentoring. …”

“…Advanced analysis practitioners, business intelligence developers, and database consultants dealing with performance tuning will also find this book useful. …”

“…Progressing through the chapters, you'll train classification models using sci-kit learn, and assess model performance using advanced validation techniques. Towards the end, you'll use Jupyter Notebooks to document your research, build stakeholder reports, and even analyze web performance data. …”

“…Observability and operations professionals are being challenged to maintain SLOs and SLAs to achieve availability, reliability, and performance. In this third event in the AWS Observe and Operate series, we dive deep into key use cases for operations and observability and demo solutions as you set up alarms, detect anomalies, identify and analyze issues, build in proactive and reactive operational processes, and automate responses to issues in order to lower Mean Time To Resolution (MTTR), maintain availability and performance, prevent and mitigate operational issues, and optimize resources and infrastructure. …”

“…Global lockdowns to contain the pandemic have forced firms and workers to perform a wide range of daily functions through virtual means. …”

“…Les Perspectives des communications de l'OCDE présentent les données comparables les plus récentes sur les performances du secteur des communications dans les pays de l'OCDE et sur les cadres qui régissent les politiques dans ce domaine…”

“…L'édition 2001 des Perspectives des communications de l'OCDE présente les données comparables les plus récentes sur les performances du secteur des communications dans les pays de l'OCDE et sur les politiques menées dans ce domaine…”

“…On the occasion of the Festival Barenboim in Buenos Aires, Daniel Barenboim returns to his native city to perform with the Staatskapelle Berlin the entire cycle of Brahms’ symphonies. …”

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“…In the later stage, high-performing suppliers amassed basic innovative expertise, constituting the bedrock of this fast-growing industry. …”