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The Handbook of NLP with Gensim : Leverage topic modeling to uncover hidden patterns, themes, and valuable insights within textual data / Chris KUO / PACKT PUBLISHING (2023)
Titre : The Handbook of NLP with Gensim : Leverage topic modeling to uncover hidden patterns, themes, and valuable insights within textual data Type de document : e-book Auteurs : Chris KUO Editeur : PACKT PUBLISHING Année de publication : 2023 ISBN/ISSN/EAN : 9781803244945 Note générale : copyrighted Langues : Anglais (eng) Résumé : Elevate your natural language processing skills with Gensim and become proficient in handling a wide range of NLP tasks and projectsKey FeaturesAdvance your NLP skills with this comprehensive guide covering detailed explanations and code practicesBuild real-world topical modeling pipelines and fine-tune hyperparameters to deliver optimal resultsAdhere to the real-world industrial applications of topic modeling in medical, legal, and other fieldsPurchase of the print or Kindle book includes a free PDF eBookBook DescriptionNavigating the terrain of NLP research and applying it practically can be a formidable task made easy with The Handbook of NLP with Gensim. This book demystifies NLP and equips you with hands-on strategies spanning healthcare, e-commerce, finance, and more to enable you to leverage Gensim in real-world scenarios. You’ll begin by exploring motives and techniques for extracting text information like bag-of-words, TF-IDF, and word embeddings. This book will then guide you on topic modeling using methods such as Latent Semantic Analysis (LSA) for dimensionality reduction and discovering latent semantic relationships in text data, Latent Dirichlet Allocation (LDA) for probabilistic topic modeling, and Ensemble LDA to enhance topic modeling stability and accuracy. Next, you’ll learn text summarization techniques with Word2Vec and Doc2Vec to build the modeling pipeline and optimize models using hyperparameters. As you get acquainted with practical applications in various industries, this book will inspire you to design innovative projects. Alongside topic modeling, you’ll also explore named entity handling and NER tools, modeling procedures, and tools for effective topic modeling applications. By the end of this book, you’ll have mastered the techniques essential to create applications with Gensim and integrate NLP into your business processes.What you will learnConvert text into numerical values such as bag-of-word, TF-IDF, and word embeddingUse various NLP techniques with Gensim, including Word2Vec, Doc2Vec, LSA, FastText, LDA, and Ensemble LDABuild topical modeling pipelines and visualize the results of topic modelsImplement text summarization for legal, clinical, or other documentsApply core NLP techniques in healthcare, finance, and e-commerceCreate efficient chatbots by harnessing Gensim's NLP capabilitiesWho this book is forThis book is for data scientists and professionals who want to become proficient in topic modeling with Gensim. NLP practitioners can use this book as a code reference, while students or those considering a career transition will find this a valuable resource for advancing in the field of NLP. This book contains real-world applications for biomedical, healthcare, legal, and operations, making it a helpful guide for project managers designing their own topic modeling applications. Nombre d'accès : Illimité En ligne : http://library.ez.neoma-bs.fr/login?url=https://www.scholarvox.com/book/88947917 Permalink : https://cataloguelibrary.neoma-bs.fr/index.php?lvl=notice_display&id=583155 The Ins and Outs of Azure VMware Solution : Deploy, configure, and manage an Azure VMware Solution environment / Dr. Kevin JELLOW D.H.L (H.C) / PACKT PUBLISHING (2023)
Titre : The Ins and Outs of Azure VMware Solution : Deploy, configure, and manage an Azure VMware Solution environment Type de document : e-book Auteurs : Dr. Kevin JELLOW D.H.L (H.C) Editeur : PACKT PUBLISHING Année de publication : 2023 ISBN/ISSN/EAN : 9781801814317 Note générale : copyrighted Langues : Anglais (eng) Résumé : Manage VMware workloads in Azure VMware Solution and enable hybrid connectivity between on-premises datacenters and Azure with this extensive guide focusing on best practices and use casesKey FeaturesExtend or migrate your existing VMware environment to Azure VMware Solution smoothlyDiscover best practices that are based on real customer experiencesJoin the cloud revolution by conducting the most suitable migration for your workloadsBook DescriptionOrganizations over the world are migrating partially or fully to the cloud, but with the whole slew of providers, tools, and platforms available, knowing where to start can be quite challenging. If you know Microsoft Azure VMware Solution, you know it is the quickest way to migrate to the cloud without needing application modernization or rework. You can retain the same VMware tools to manage your environment while moving to Azure. But how does it work? The Ins and Outs of Azure VMware Solution has the answer. This high-level, comprehensive yet concise guide to Azure VMware Solution starts by taking you through the architecture and its applicable use cases. It will help you hit the ground running by getting straight to the important steps: planning, deploying, configuring, and managing your Azure VMware Solution instance. You'll be able to extend your existing knowledge of Azure and VMware by covering advanced topics such as SRM and governance, setting up a hybrid connection to your on-premises datacenter, and scaling up using disk pools. By the end of the VMware book, you'll have gone over everything you need to transition to the cloud with ease using Azure VMware Solution.What you will learnGet to grips with the overall architecture of Azure VMware SolutionDiscover Enterprise-scale for Azure VMware SolutionDeploy an Azure VMware private cloud successfullyDeploy and configure HCX in Azure VMware SolutionConfigure NSX-T network segments with the NSX-T ManagerConfigure internet access, traffic inspection, and storage for AVSIntegrate Azure VMware Solution with Azure-native servicesUse governance to improve your cloud portfolioWho this book is forThis book is for VMware administrators, cloud solutions architects, and anyone interested in learning how to deploy and configure an AVS environment in Azure. Technology leaders who want to get out of the datacenter business or expand their on-premises datacenter into Microsoft Azure will also find this book useful. Familiarity with VMware solutions and a basic understanding of Azure networking is necessary to get started with this book. Nombre d'accès : Illimité En ligne : http://library.ez.neoma-bs.fr/login?url=https://www.scholarvox.com/book/88939425 Permalink : https://cataloguelibrary.neoma-bs.fr/index.php?lvl=notice_display&id=565816 The Kaggle Workbook : Self-learning exercises and valuable insights for Kaggle data science competitions / Konrad BANACHEWICZ / PACKT PUBLISHING (2023)
Titre : The Kaggle Workbook : Self-learning exercises and valuable insights for Kaggle data science competitions Type de document : e-book Auteurs : Konrad BANACHEWICZ Editeur : PACKT PUBLISHING Année de publication : 2023 ISBN/ISSN/EAN : 9781804611210 Note générale : copyrighted Langues : Anglais (eng) Résumé : Move up the Kaggle leaderboards and supercharge your data science and machine learning career by analyzing famous competitions and working through exercises.Purchase of the print or Kindle book includes a free eBook in PDF format.Key FeaturesChallenge yourself to start thinking like a Kaggle GrandmasterFill your portfolio with impressive case studies that will come in handy during interviewsPacked with exercises and notes pages for you to enhance your skills and record key findingsBook DescriptionMore than 80,000 Kaggle novices currently participate in Kaggle competitions. To help them navigate the often-overwhelming world of Kaggle, two Grandmasters put their heads together to write The Kaggle Book, which made plenty of waves in the community. Now, they've come back with an even more practical approach based on hands-on exercises that can help you start thinking like an experienced data scientist.In this book, you'll get up close and personal with four extensive case studies based on past Kaggle competitions. You'll learn how bright minds predicted which drivers would likely avoid filing insurance claims in Brazil and see how expert Kagglers used gradient-boosting methods to model Walmart unit sales time-series data. Get into computer vision by discovering different solutions for identifying the type of disease present on cassava leaves. And see how the Kaggle community created predictive algorithms to solve the natural language processing problem of subjective question-answering.You can use this workbook as a supplement alongside The Kaggle Book or on its own alongside resources available on the Kaggle website and other online communities. Whatever path you choose, this workbook will help make you a formidable Kaggle competitor.What you will learnTake your modeling to the next level by analyzing different case studiesBoost your data science skillset with a curated selection of exercisesCombine different methods to create better solutionsGet a deeper insight into NLP and how it can help you solve unlikely challengesSharpen your knowledge of time-series forecastingChallenge yourself to become a better data scientistWho this book is forIf you're new to Kaggle and want to sink your teeth into practical exercises, start with The Kaggle Book, first. A basic understanding of the Kaggle platform, along with knowledge of machine learning and data science is a prerequisite.This book is suitable for anyone starting their Kaggle journey or veterans trying to get better at it. Data analysts/scientists who want to do better in Kaggle competitions and secure jobs with tech giants will find this book helpful. Nombre d'accès : Illimité En ligne : http://library.ez.neoma-bs.fr/login?url=https://www.scholarvox.com/book/88941172 Permalink : https://cataloguelibrary.neoma-bs.fr/index.php?lvl=notice_display&id=572640 The Linux DevOps Handbook : Customize and scale your Linux distributions to accelerate your DevOps workflow / Damian WOJSLAW / PACKT PUBLISHING (2023)
Titre : The Linux DevOps Handbook : Customize and scale your Linux distributions to accelerate your DevOps workflow Type de document : e-book Auteurs : Damian WOJSLAW Editeur : PACKT PUBLISHING Année de publication : 2023 ISBN/ISSN/EAN : 9781803245669 Note générale : copyrighted Langues : Anglais (eng) Résumé : Build a solid foundation in DevOps and Linux systems as well as advanced DevOps practices such as configuration, IAC, and CI/CDKey FeaturesMaster Linux basics, the command line, and shell scriptingBecome a DevOps expert by mastering Docker, Git, monitoring, automation, and CI/CDImplement networking, manage services, and leverage Infrastructure as Code (IaC)Purchase of the print or Kindle book includes a free PDF eBookBook DescriptionThe Linux DevOps Handbook is a comprehensive resource that caters to both novice and experienced professionals, ensuring a strong foundation in Linux. This book will help you understand how Linux serves as a cornerstone of DevOps, offering the flexibility, stability, and scalability essential for modern software development and operations. You’ll begin by covering Linux distributions, intermediate Linux concepts, and shell scripting to get to grips with automating tasks and streamlining workflows. You’ll then progress to mastering essential day-to-day tools for DevOps tasks. As you learn networking in Linux, you’ll be equipped with connection establishment and troubleshooting skills. You’ll also learn how to use Git for collaboration and efficient code management. The book guides you through Docker concepts for optimizing your DevOps workflows and moves on to advanced DevOps practices, such as monitoring, tracing, and distributed logging. You’ll work with Terraform and GitHub to implement continuous integration (CI)/continuous deployment (CD) pipelines and employ Atlantis for automated software delivery. Additionally, you’ll identify common DevOps pitfalls and strategies to avoid them. By the end of this book, you’ll have built a solid foundation in Linux fundamentals, practical tools, and advanced practices, all contributing to your enhanced Linux skills and successful DevOps implementation.What you will learnUnderstand how to manage infrastructure using Infrastructure as Code (IaC) tools such as Terraform and AtlantisAutomate repetitive tasks using Ansible and Bash scriptingSet up logging and monitoring solutions to maintain and troubleshoot your infrastructureIdentify and understand how to avoid common DevOps pitfallsAutomate tasks and streamline workflows using Linux and shell scriptingOptimize DevOps workflows using DockerWho this book is forThis book is for DevOps Engineers looking to extend their Linux and DevOps skills as well as System Administrators responsible for managing Linux servers, who want to adopt DevOps practices to streamline their operations. You’ll also find this book useful if you want to build your skills and knowledge to work with public cloud technologies, especially AWS, to build and manage scalable and reliable systems. Nombre d'accès : Illimité En ligne : http://library.ez.neoma-bs.fr/login?url=https://www.scholarvox.com/book/88948310 Permalink : https://cataloguelibrary.neoma-bs.fr/index.php?lvl=notice_display&id=582971 The Music Producer's Creative Guide to Ableton Live 11 : Level up your music recording, arranging, editing, and mixing skills and workflow techniques / Anna LAKATOS / PACKT PUBLISHING (2023)
Titre : The Music Producer's Creative Guide to Ableton Live 11 : Level up your music recording, arranging, editing, and mixing skills and workflow techniques Type de document : e-book Auteurs : Anna LAKATOS Editeur : PACKT PUBLISHING Année de publication : 2023 ISBN/ISSN/EAN : 9781801817639 Note générale : copyrighted Langues : Anglais (eng) Résumé : An illustrated guide from an Ableton Certified Trainer to enhance your Live music production skills with MIDI, audio sequencing and arrangement techniques, automation, modulation, MPE, and external instrumentsKey FeaturesMake the most of Ableton Live 11 tools and processes to create, record and edit your own musicEngage with non-linear workflow for both music production and live performanceUnveil the best solutions to common pitfalls and mistakes committed by Ableton Live usersPurchase of the print or Kindle book includes a free PDF eBookBook DescriptionThe Music Producer's Guide to Ableton Live will help you sharpen your production skills and gain a deeper understanding of the Live workflow. If you are a music maker working with other digital audios workstations (DAWs) or experienced in Ableton Live, perhaps earlier versions, you’ll be able to put your newfound knowledge to use right away with this book. You’ll start with some basic features and workflows that are more suitable for producers from another DAW looking to transfer their skills to Ableton Live 11.2. As you explore the Live concept, you’ll learn to create expressive music using Groove and MIDI effects and demystify Live 11’s new workflow improvements, such as Note Chance and Velocity Randomization. The book then introduces the Scale Mode, MIDI Transform tools, and other key features that can make composition and coming up with melodic elements easier than ever before. It will also guide you in implementing Live 11's new and updated effects into your current workflow. By the end of this Ableton Live book, you’ll be able to implement advanced production and workflow techniques and amplify live performance capabilities with what the Live 11 workflow has to offer.What you will learnUnderstand the concept of Live, the workflow of recording and editing Audio and MIDI, and WarpingUtilize Groove, MIDI effects, and Live 11 s new workflow enhancements to create innovative musicUse Audio to MIDI conversion tools to translate and generate ideas quicklyDive into Live’s automation and modulation capabilities and explore project organization techniques to speed up your workflowUtilize MIDI Polyphonic Expression to create evolving sounds and texturesAdopt useful techniques for production and discover the capabilities of live performanceWho this book is forIf you are a music producer, enthusiast, or hobbyist with a basic understanding of using Ableton Live for simple projects, this Ableton Live 11 book will help you improve your skills to employ the best features and techniques in your projects. This book is also for producers familiar with other DAWs looking to leverage their transferable skills to learn Ableton Live. Nombre d'accès : Illimité En ligne : http://library.ez.neoma-bs.fr/login?url=https://www.scholarvox.com/book/88946467 Permalink : https://cataloguelibrary.neoma-bs.fr/index.php?lvl=notice_display&id=579865 The Pro Tools 2023 Post-Audio Cookbook : A holistic approach to post audio workflows like music production, motion picture, and spoken word / Emiliano PATERNOSTRO / PACKT PUBLISHING (2023)PermalinkThe Regularization Cookbook : Explore practical recipes to improve the functionality of your ML models / Vincent VANDENBUSSCHE / PACKT PUBLISHING (2023)PermalinkThe Self-Taught Cloud Computing Engineer : A comprehensive professional study guide to AWS, Azure, and GCP / Dr. Logan SONG / PACKT PUBLISHING (2023)PermalinkThe Statistics and Machine Learning with R Workshop : Unlock the power of efficient data science modeling with this hands-on guide / Liu PENG / PACKT PUBLISHING (2023)PermalinkThe Ultimate Docker Container Book : Build, test, ship, and run containers with Docker and Kubernetes / Dr. Gabriel N. SCHENKER / PACKT PUBLISHING (2023)PermalinkThe Ultimate iOS Interview Playbook : Conquer Swift, frameworks, design patterns, and app architecture for your dream job / Avi TSADOK / PACKT PUBLISHING (2023)PermalinkThe Ultimate Roblox Game Building Cookbook : Design immersive experiences with easy-to-follow recipes for world and game development / Taylor FIELD-DRAPER / PACKT PUBLISHING (2023)PermalinkThe Ultimate Studio One Pro Book : A step-by-step guide to recording, editing, mixing, and mastering professional-quality music / Doruk SOMUNKIRAN / PACKT PUBLISHING (2023)PermalinkThe Vulnerability Researcher's Handbook : A comprehensive guide to discovering, reporting, and publishing security vulnerabilities / Benjamin STROUT / PACKT PUBLISHING (2023)PermalinkTime Series Indexing : Implement iSAX in Python to index time series with confidence / Mihalis TSOUKALOS / PACKT PUBLISHING (2023)PermalinkTinyML Cookbook : Combine machine learning with microcontrollers to solve real-world problems / Gian Marco IODICE / PACKT PUBLISHING (2023)PermalinkTransitioning to Java : Kickstart your polyglot programming journey by getting a clear understanding of Java / Geertjan WIELENGA / PACKT PUBLISHING (2023)PermalinkUnity 2022 Mobile Game Development : Build and publish engaging games for Android and iOS / John P. DORAN / PACKT PUBLISHING (2023)PermalinkUnleashing the Power of UX Analytics : Proven techniques and strategies for uncovering user insights to deliver a delightful user experience / Jeff HENDRICKSON / PACKT PUBLISHING (2023)PermalinkUnreal Engine 5 Game Development with C++ Scripting : Become a professional game developer and create fully functional, high-quality games / Zhenyu George LI / PACKT PUBLISHING (2023)PermalinkVideo Editing Made Easy with DaVinci Resolve 18 : Create quick video content for your business, the web, or social media / Lance PHILLIPS / PACKT PUBLISHING (2023)PermalinkVisualize Complex Processes with Microsoft Visio : A guide to visually creating, communicating, and collaborating business processes efficiently / David J PARKER / PACKT PUBLISHING (2023)PermalinkVue.js 3 Design Patterns and Best Practices : Develop scalable and robust applications with Vite, Pinia, and Vue Router / Pablo David GARAGUSO / PACKT PUBLISHING (2023)PermalinkWindows APT Warfare : Identify and prevent Windows APT attacks effectively / Sheng-Hao MA / PACKT PUBLISHING (2023)PermalinkWindows Forensics Analyst Field Guide : Engage in proactive cyber defense using digital forensics techniques / Muhiballah MOHAMMED / PACKT PUBLISHING (2023)Permalink
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