Mastering Azure For Predictive Analytics And Machine Learning
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Mastering Azure For Predictive Analytics And Machine Learning
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Author : KRISHNA KISHOR TIRUPATI SATISH VADLAMANI SHALU JAIN A RENUKA
language : en
Publisher: DeepMisti Publication
Release Date : 2024-10-09
Mastering Azure For Predictive Analytics And Machine Learning written by KRISHNA KISHOR TIRUPATI SATISH VADLAMANI SHALU JAIN A RENUKA and has been published by DeepMisti Publication this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-10-09 with Computers categories.
In Today's Data-Driven World, The Ability To Harness The Power Of Predictive Analytics And Machine Learning Has Become A Pivotal Force In Shaping Innovation Across Industries. This Book, Mastering Azure For Predictive Analytics And Machine Learning, Aims To Bridge The Gap Between Cloud Technology And The Analytical Tools Needed To Drive Insights From Complex Data. Our Objective Is To Provide Readers With The Foundational Knowledge And Advanced Techniques Necessary To Leverage Microsoft Azure For Predictive Modeling And Machine Learning Applications. The Structure Of This Book Offers A Comprehensive Exploration Of The Tools, Methodologies, And Best Practices That Define Modern Analytics And Machine Learning In The Cloud. From Setting Up Your Azure Environment To Deploying Machine Learning Models, We Cover Each Stage With Practical Examples And Detailed Guidance. The Content Is Designed For A Broad Audience, Including Students, Data Scientists, It Professionals, And Business Leaders Who Seek To Use Azure’s Capabilities To Make Data-Informed Decisions. Drawing From The Latest Industry Research And Real-World Use Cases, This Book Not Only Provides Theoretical Knowledge But Also Equips Readers With Hands-On Skills They Can Apply In Real-Time Data Projects. Each Chapter Balances Depth With Accessibility, Covering Topics Like Data Preparation, Model Building, And Cloud-Based Deployment, While Also Touching On Critical Issues Such As Scalability, Security, And Automation. Additionally, We Highlight Best Practices For Managing Azure’s Infrastructure And Optimizing Machine Learning Workflows Within The Platform. The Inspiration For This Book Comes From The Recognition Of The Growing Role That Cloud Platforms Like Azure Play In Transforming How Organizations Use Data To Innovate And Compete. We Are Immensely Thankful To Chancellor Shri Shiv Kumar Gupta Of Maharaja Agrasen Himalayan Garhwal University For His Support And Commitment To Academic And Technological Excellence, Which Has Been Instrumental In Making This Book A Reality. We Hope That Mastering Azure For Predictive Analytics And Machine Learning Will Be A Valuable Resource For Anyone Looking To Deepen Their Understanding Of How Cloud Computing And Machine Learning Can Converge To Unlock The Full Potential Of Predictive Analytics. The Knowledge Contained In These Pages Is Intended To Empower Readers To Lead Transformative Data Projects With Confidence. Thank You For Embarking On This Journey With Us. Authors
Mastering Azure Machine Learning
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Author : Christoph Körner
language : en
Publisher: Packt Publishing Ltd
Release Date : 2020-04-30
Mastering Azure Machine Learning written by Christoph Körner and has been published by Packt Publishing Ltd this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-04-30 with Computers categories.
Master expert techniques for building automated and highly scalable end-to-end machine learning models and pipelines in Azure using TensorFlow, Spark, and Kubernetes Key FeaturesMake sense of data on the cloud by implementing advanced analyticsTrain and optimize advanced deep learning models efficiently on Spark using Azure DatabricksDeploy machine learning models for batch and real-time scoring with Azure Kubernetes Service (AKS)Book Description The increase being seen in data volume today requires distributed systems, powerful algorithms, and scalable cloud infrastructure to compute insights and train and deploy machine learning (ML) models. This book will help you improve your knowledge of building ML models using Azure and end-to-end ML pipelines on the cloud. The book starts with an overview of an end-to-end ML project and a guide on how to choose the right Azure service for different ML tasks. It then focuses on Azure Machine Learning and takes you through the process of data experimentation, data preparation, and feature engineering using Azure Machine Learning and Python. You'll learn advanced feature extraction techniques using natural language processing (NLP), classical ML techniques, and the secrets of both a great recommendation engine and a performant computer vision model using deep learning methods. You'll also explore how to train, optimize, and tune models using Azure Automated Machine Learning and HyperDrive, and perform distributed training on Azure. Then, you'll learn different deployment and monitoring techniques using Azure Kubernetes Services with Azure Machine Learning, along with the basics of MLOps—DevOps for ML to automate your ML process as CI/CD pipeline. By the end of this book, you'll have mastered Azure Machine Learning and be able to confidently design, build and operate scalable ML pipelines in Azure. What you will learnSetup your Azure Machine Learning workspace for data experimentation and visualizationPerform ETL, data preparation, and feature extraction using Azure best practicesImplement advanced feature extraction using NLP and word embeddingsTrain gradient boosted tree-ensembles, recommendation engines and deep neural networks on Azure Machine LearningUse hyperparameter tuning and Azure Automated Machine Learning to optimize your ML modelsEmploy distributed ML on GPU clusters using Horovod in Azure Machine LearningDeploy, operate and manage your ML models at scaleAutomated your end-to-end ML process as CI/CD pipelines for MLOpsWho this book is for This machine learning book is for data professionals, data analysts, data engineers, data scientists, or machine learning developers who want to master scalable cloud-based machine learning architectures in Azure. This book will help you use advanced Azure services to build intelligent machine learning applications. A basic understanding of Python and working knowledge of machine learning are mandatory.
Handbook Of Big Data Research Methods
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Author : Shahriar Akter
language : en
Publisher: Edward Elgar Publishing
Release Date : 2023-06-01
Handbook Of Big Data Research Methods written by Shahriar Akter and has been published by Edward Elgar Publishing this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-06-01 with Business & Economics categories.
This state-of-the-art Handbook provides an overview of the role of big data analytics in various areas of business and commerce, including accounting, finance, marketing, human resources, operations management, fashion retailing, information systems, and social media. It provides innovative ways of overcoming the challenges of big data research and proposes new directions for further research using descriptive, diagnostic, predictive, and prescriptive analytics.
Mastering Azure Analytics
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Author : Zoiner Tejada
language : en
Publisher: "O'Reilly Media, Inc."
Release Date : 2017-04-06
Mastering Azure Analytics written by Zoiner Tejada and has been published by "O'Reilly Media, Inc." this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-04-06 with Computers categories.
Helps users understand the breadth of Azure services by organizing them into a reference framework they can use when crafting their own big-data analytics solution.
Salesforce Mastery
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Author : Suzie Monroe
language : en
Publisher: SMART Books
Release Date :
Salesforce Mastery written by Suzie Monroe and has been published by SMART Books this book supported file pdf, txt, epub, kindle and other format this book has been release on with Business & Economics categories.
Harness the full potential of Salesforce with Salesforce Mastery: Advanced Implementation Strategies for Business Transformation. This comprehensive guide is designed for professionals, decision-makers, and leaders seeking to leverage Salesforce as a catalyst for innovation, growth, and organizational success. In this insightful book, you’ll discover: - Proven Strategies for Success: Learn how to align Salesforce implementations with your business goals to maximize ROI and drive long-term transformation. - Real-World Case Studies: Explore inspiring stories of organizations that revolutionized their operations using Salesforce, gaining actionable insights to apply in your own context. - Advanced Tools and Techniques: Master cutting-edge features like Salesforce Flow, Einstein AI, IoT integrations, and Blockchain, and understand their impact on modern business practices. - Practical Exercises and Frameworks: Engage with strategic exercises that guide you in optimizing workflows, enhancing security, ensuring compliance, and embracing emerging technologies. - Expert Guidance for Change Management: Navigate the complexities of organizational transformation with a holistic approach to governance, cross-functional collaboration, and continuous learning. Whether you're an executive planning a company-wide implementation, an administrator refining your Salesforce strategy, or a consultant seeking fresh perspectives, this book offers the expertise and inspiration you need to achieve mastery. Salesforce Mastery is more than a guide—it’s a roadmap to digital transformation, customer-centric innovation, and sustainable growth in a rapidly evolving business landscape. Take the first step toward Salesforce excellence. Transform your organization, elevate your skills, and shape the future of your business today.
Liquidplanner Mastery Practical Strategies For Dynamic Project Planning Resource Optimization And Predictable Delivery
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Author : William E Clark
language : en
Publisher: Walzone Press
Release Date : 2025-11-26
Liquidplanner Mastery Practical Strategies For Dynamic Project Planning Resource Optimization And Predictable Delivery written by William E Clark and has been published by Walzone Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-11-26 with Computers categories.
LiquidPlanner Mastery: Practical Strategies for Dynamic Project Planning, Resource Optimization, and Predictable Delivery is an authoritative, practical guide to unlocking the full potential of LiquidPlanner. It begins with a clear, technical exploration of the platform’s multi-tenant SaaS architecture, predictive scheduling engine, and resource management capabilities, and explains how hierarchical project modeling, robust security controls, and resilient data-management practices combine to deliver reliable, compliant operations in production environments. Throughout, the book balances foundational theory with hands-on application, helping both technical and business audiences translate platform concepts into measurable improvements in delivery predictability. Building on the fundamentals, the book digs into advanced scheduling techniques, customization pathways, and extensibility features that enable teams to adapt LiquidPlanner to complex, evolving workflows. Readers will find step-by-step guidance for automating workflows, integrating with enterprise systems, and constructing custom analytics, along with practical patterns for secure, scalable API usage, data synchronization, and add-on development. These sections focus on building resilient integrations and operational efficiencies that scale across teams, tools, and organizational boundaries. Designed for enterprise practitioners, administrators, and technical professionals, LiquidPlanner Mastery also addresses governance, large-scale implementation strategies, and the security and compliance requirements of regulated environments. It covers privacy, vulnerability management, auditability, and change-control practices, and includes real-world case studies and proven best practices to illustrate outcomes and trade-offs. With forward-looking commentary on AI-driven forecasting and predictive delivery, this book is the definitive reference for organizations seeking to optimize resources, improve forecasting accuracy, and deliver projects predictably at scale.
Digital Thinking From Mindset To Mastery
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Author : Dr. Parul Gandhi
language : en
Publisher: The Readers Paradise
Release Date :
Digital Thinking From Mindset To Mastery written by Dr. Parul Gandhi and has been published by The Readers Paradise this book supported file pdf, txt, epub, kindle and other format this book has been release on with Juvenile Fiction categories.
"Digital Thinking: From Mindset to Mastery" is a forward-thinking guide for individuals, educators, and professionals looking to thrive in the digital age. This resource takes you on a journey from building a digital mindset—curious, adaptive, and innovative—to achieving digital mastery through practical tools, strategies, and habits. Ideal for those navigating a world shaped by AI, automation, and rapid technological change, the book/course helps readers: Embrace change with confidence Think critically in digital environments Use digital tools effectively and creatively Build resilience and adaptability in a tech-driven world
Linux Mastery Bible
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Author : MARK JOHN LADO
language : en
Publisher: Amazon KDP
Release Date : 2026-01-04
Linux Mastery Bible written by MARK JOHN LADO and has been published by Amazon KDP this book supported file pdf, txt, epub, kindle and other format this book has been release on 2026-01-04 with Computers categories.
Linux Mastery Bible is a modern, no-nonsense guide to mastering Linux as it is used today—across servers, clouds, containers, and automated infrastructure. Built for beginners and advancing professionals alike, this book takes you from first principles to enterprise-grade operations with clarity, precision, and real-world relevance. You begin by understanding the Linux ecosystem and installing modern distributions used in production, including Red Hat Enterprise Linux, Ubuntu LTS, and Fedora. Core skills follow quickly: command-line mastery, package and service management, user permissions, storage, networking, and firewall configuration—the daily tools of every Linux administrator. From there, the book moves decisively into professional territory. You will automate systems with shell scripting and Ansible, provision infrastructure using Terraform, and manage containerized workloads with Docker, Podman, Kubernetes, and OpenShift. Cloud chapters show how Linux operates at scale on AWS, Azure, and Google Cloud, including hybrid and multi-cloud environments. Security, monitoring, and reliability are treated as first-class skills, with practical coverage of SELinux, logging, performance tuning, high availability, and disaster recovery. The final section looks forward, introducing AI-driven operations, predictive monitoring, edge Linux, and IoT deployments. Every chapter emphasizes hands-on understanding, step-by-step reasoning, and production-grade best practices. If you want one book that grows with you—from Linux fundamentals to cloud-native mastery—this is it.
Proficient Ansible An Extensive Manual For Mastery
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Author : Adam Jones
language : en
Publisher: Walzone Press
Release Date : 2025-01-03
Proficient Ansible An Extensive Manual For Mastery written by Adam Jones and has been published by Walzone Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-01-03 with Computers categories.
"Proficient Ansible: An Extensive Manual for Mastery" is your ultimate handbook for fully leveraging the capabilities of Ansible, the premier tool in IT automation. Tailored for DevOps professionals, system administrators, and software developers, this comprehensive manual offers thorough coverage of all facets of Ansible, from setting up your environment and crafting your initial playbook to delving into advanced topics such as role creation, scalable architectures, and leveraging Ansible Vault for security best practices. Organized in a clear and gradual manner, each chapter explores key features and functionalities, supported by practical examples and real-world scenarios to integrate into your projects. Master the art of managing intricate automation tasks with effectiveness and accuracy, handle extensive inventories, enhance playbook performance, and secure your automated environments. Furthermore, explore Ansible Tower and AWX to bolster your automation workflows, simplifying the management and deployment of configurations. With "Proficient Ansible: An Extensive Manual for Mastery," you will acquire the expertise to confidently create, manage, and scale Ansible automation. Prepare to maximize the potential of your infrastructure and pioneer the future of IT automation.
Net Mastery The Net Interview Questions And Answers
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Author : Chetan Singh
language : en
Publisher: Chetan Singh
Release Date :
Net Mastery The Net Interview Questions And Answers written by Chetan Singh and has been published by Chetan Singh this book supported file pdf, txt, epub, kindle and other format this book has been release on with Computers categories.
.NET Mastery: The .NET Interview Questions and Answers book is your indispensable guide to mastering the intricacies of the .NET framework and excelling in job interviews within the dynamic world of software development. Whether you are a job seeker aiming to land a position as a .NET developer or an experienced professional looking to refresh your knowledge, this book offers a curated selection of questions and detailed answers that cover a broad spectrum of .NET-related topics. .net framework book is your go-to resource for not just succeeding in interviews but for becoming a well-rounded and skilled .NET developer. Whether you're pursuing a new job opportunity or aiming to enhance your coding expertise, this Microsoft net framework book provides the tools and knowledge to excel in the ever-evolving world of .NET development.