AI for Business: Transforming Operations with Machine Learning Link to Book — AI for Business: Transforming Operations with Machine Learning by Anand Vemula — Books on Google Play AI for Business: Transforming Operations with Machine Learning explores the transformative power of artificial intelligence (AI) in reshaping business operations across industries. The book delves into how AI, particularly machine learning (ML), can be harnessed to drive innovation, enhance productivity, and create competitive advantages in a rapidly evolving business landscape. Starting with the foundational understanding of AI and ML, the book provides business leaders with key concepts and practical insights into how AI can be leveraged to improve decision-making, optimize processes, and unlock new growth opportunities. It emphasizes the importance of data as the core currency in AI-driven businesses, with chapters dedicated to data collection, cleaning, labeling, and ethical considerations. T...
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Showing posts from April, 2025
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Cloud AI Mastery: Deploying Models at Scale with AWS, Azure, and Google Cloud Link to Book — Cloud AI Mastery: Deploying Models at Scale with AWS, Azure, and Google Cloud by Anand Vemula — Books on Google Play Cloud AI Mastery: Deploying Models at Scale with AWS, Azure, and Google Cloud” is a comprehensive guide for data scientists, machine learning engineers, and developers seeking to leverage the power of cloud computing for building, training, deploying, and managing AI models at scale. The book begins by establishing a strong foundation in cloud computing principles and core machine learning concepts, including supervised, unsupervised, and reinforcement learning, as well as neural network architectures. The core of the book dives into the AI/ML offerings of the three major cloud providers: AWS, Azure, and Google Cloud. For AWS, the book explores Amazon SageMaker in detail, covering model building, training, hyperparameter tuning, and deployment strategies like real-tim...
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Machine Learning at Scale: Efficient AI Solutions with Big Data Link to Book — Machine Learning at Scale: Efficient AI Solutions with Big Data by Anand Vemula — Books on Google Play Machine Learning at Scale: Efficient AI Solutions with Big Data” explores the challenges and techniques of building and deploying machine learning systems capable of handling massive datasets and complex models. It begins by establishing the foundations of scalable ML, covering the evolution from Big Data to AI-first, modern data engineering practices like data lakes and feature stores, and efficient algorithms including distributed training and federated learning. The book then transitions to practical implementation, detailing how to scale data preparation and feature engineering, optimize large model training and evaluation using techniques like AutoML and model compression, and implement MLOps for streamlined deployment and monitoring. It addresses crucial aspects of operationalizing ML, inc...
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Salesforce Certified Data Cloud Consultant Exam Certification Guide Book Link to Book — Salesforce Certified Data Cloud Consultant Exam Certification Guide Book by Anand Vemula — Books on Google Play The Salesforce Certified Data Cloud Consultant Exam Certification book offers a comprehensive guide to prepare for the certification exam. It covers all the key concepts and skills needed to become proficient in using Salesforce Data Cloud, which is designed to help businesses manage, analyze, and utilize their customer data in a seamless and secure way. The book breaks down complex topics into digestible chapters, providing both theoretical knowledge and practical application. Key chapters include data modeling, data ingestion and integration, identity resolution, and data transformation. It emphasizes understanding the architecture of Salesforce Data Cloud, including the integration of third-party data sources, as well as batch and real-time data ingestion techniques. The im...
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AZ-700: Designing and Implementing Microsoft Azure Networking Solutions Certification Guide Link to Book — AZ-700: Designing and Implementing Microsoft Azure Networking Solutions Certification Guide by Anand Vemula — Books on Google Play AZ-700: Designing and Implementing Microsoft Azure Networking Solutions ” is a comprehensive guide designed to help professionals understand the complexities of networking within the Azure ecosystem. The book provides a detailed overview of key Azure networking components and services, such as Azure Virtual Network, VPN Gateway, Load Balancer, Traffic Manager, and Application Gateway. It covers essential topics like configuring secure connections between on-premises infrastructure and Azure, managing network security with Network Security Groups (NSGs) and Azure Firewall, and leveraging Azure’s advanced services like ExpressRoute for private connections. Additionally, it highlights strategies for optimizing network performance, ensuring global t...
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AZ-800: Administering Windows Server Hybrid Core Infrastructure Certification Guide Link to Book — AZ-800: Administering Windows Server Hybrid Core Infrastructure Certification Guide by Anand Vemula — Books on Google Play AZ-800: Administering Windows Server Hybrid Core Infrastructure is a comprehensive guide designed to help IT professionals prepare for the AZ-800 certification exam. This book provides a detailed exploration of managing hybrid infrastructures, focusing on integrating on-premises resources with Azure. It covers key topics including configuring and managing networking, implementing identity solutions, securing hybrid environments, and ensuring business continuity. The book is organized into structured chapters, each addressing critical aspects of hybrid infrastructure management. It starts by discussing the fundamental principles of hybrid cloud environments, followed by practical guidance on managing virtual machines, workloads, and networking in both Azure and...
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AI for Environmental Sustainability: Solving Global Challenges with Technology Link to Book — AI for Environmental Sustainability: Solving Global Challenges with Technology by Anand Vemula — Books on Google Play AI for Environmental Sustainability: Solving Global Challenges with Technology explores the transformative potential of Artificial Intelligence (AI) in addressing the world’s most pressing environmental challenges. The book provides a comprehensive overview of AI’s applications across various sectors, demonstrating how AI can enhance sustainability efforts, improve resource management, and help mitigate the effects of climate change. The book is divided into key areas, starting with the fundamentals of AI and environmental science, followed by a deep dive into AI’s role in climate change mitigation, biodiversity conservation, sustainable agriculture, water resource management, and urban development. It discusses how AI models improve data prediction, optimize renewable e...
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AI in Climate Change: Leveraging Machine Learning for a Greener Future Link to Book — AI in Climate Change: Leveraging Machine Learning for a Greener Future by Anand Vemula — Books on Google Play Climate change poses one of the most pressing challenges of our time, demanding innovative solutions that span industries and disciplines. AI in Climate Change: Leveraging Machine Learning for a Greener Future explores how artificial intelligence (AI) is transforming efforts to mitigate and adapt to this global crisis. The book delves into foundational aspects of AI’s role in climate science, including analyzing complex climate data, deploying predictive models, and optimizing processes. It highlights real-world applications, such as enhancing renewable energy systems, developing smart grids, improving energy storage, and reducing carbon footprints in supply chains. AI’s contributions to adaptation strategies, such as predicting extreme weather events, managing water resources, an...
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Big Data Meets AI: Harnessing Data Lakes for Smarter Decision Making Link to Book — Big Data Meets AI: Harnessing Data Lakes for Smarter Decision Making by Anand Vemula — Books on Google Play This book explores the transformative intersection of Big Data and AI, offering practical insights into building, managing, and leveraging data lakes to drive smarter decision-making. It begins by establishing foundational concepts of Big Data, AI, and data lakes, explaining how they empower organizations to manage diverse data sources and unlock actionable insights. Key technologies such as Hadoop, Spark, cloud platforms, and AI frameworks are examined, highlighting their roles in enabling real-time analytics and scalable data processing. The book delves into the architecture and governance of data lakes, emphasizing strategies for data ingestion, quality assurance, and democratized access to foster organizational efficiency. Real-world applications of AI-powered data lakes are explor...
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Mastering AI Agent Development: Tools and Frameworks Link to Book — Mastering AI Agent Development: Tools and Frameworks by Anand Vemula — Books on Google Play Mastering AI Agent Development: Tools and Frameworks explores the cutting-edge technologies and methodologies behind the development of intelligent, autonomous agents. The book dives into the essential tools, frameworks, and advanced techniques needed for building AI agents capable of learning, adapting, and making decisions in complex environments. Covering a wide range of topics, from reinforcement learning (RL) to deep learning, the book equips readers with the knowledge to develop sophisticated agents for various applications, including robotics, gaming, autonomous vehicles, and industrial automation. The book delves into practical techniques such as integrating neural networks with RL for advanced agent capabilities, exploring multi-agent systems for collaboration and competition, and optimizing training pipelines f...
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Natural Language Processing with AI Agents: Techniques for Real-World Problems Link to Book — Natural Language Processing with AI Agents: Techniques for Real-World Problems by Anand Vemula — Books on Google Play This book provides a comprehensive exploration of Natural Language Processing (NLP) and its application in building intelligent AI agents capable of understanding and generating human-like interactions. It covers fundamental concepts in NLP, such as tokenization, part-of-speech tagging, and named entity recognition, followed by core machine learning techniques for language understanding. The book delves into the key architectures in NLP, from traditional machine learning approaches like Naïve Bayes and SVMs to advanced deep learning models, including RNNs, LSTMs, and transformers, with a special focus on large language models (LLMs) that have transformed the field. The second section discusses the development of NLP-powered AI agents, focusing on conversational AI and ch...
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Innovative AI Agents: The Future of Intelligent Automation Link to Book — Innovative AI Agents: The Future of Intelligent Automation by Anand Vemula — Books on Google Play Innovative AI Agents: The Future of Intelligent Automation” delves into the transformative potential of AI agents across various industries, emphasizing their role in advancing intelligent automation. This book provides a comprehensive overview of AI agents, exploring their evolution, foundational technologies, and the ethical considerations surrounding their deployment. Key chapters address the application of AI agents in business process automation, highlighting their ability to streamline repetitive tasks, optimize workflows, and enhance overall operational efficiency. The book also examines the impact of AI agents in sectors like finance, healthcare, manufacturing, and transportation, showcasing their contributions to fraud detection, personalized medicine, predictive maintenance, and autonomous vehicles. ...
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CSA: ServiceNow Certified System Administrator Exam Preparation Guide: Link to Book — CSA: ServiceNow Certified System Administrator Exam Preparation Guide: by Anand Vemula — Books on Google Play This book covers essential ServiceNow topics , including instance configuration, UI customization, data management, workflows, reporting, integration, security, and access control . It provides a detailed breakdown of key exam topics , such as tables, forms, lists, user roles, service automation, scripting fundamentals, business rules, UI policies, ACLs, and integrations . The book also delves into performance optimization, troubleshooting strategies, upgrade management, and best practices for maintaining a ServiceNow instance. A significant portion of the book is dedicated to hands-on practice , featuring real-world scenarios, case studies, and step-by-step tutorials . Additionally, it includes 250+ multiple-choice questions (MCQs) with detailed answers and explanations , helping read...
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CSA: ServiceNow Certified System Administrator Exam Preparation Guide: Link to Book — CSA: ServiceNow Certified System Administrator Exam Preparation Guide: by Anand Vemula — Books on Google Play This book covers essential ServiceNow topics , including instance configuration, UI customization, data management, workflows, reporting, integration, security, and access control . It provides a detailed breakdown of key exam topics , such as tables, forms, lists, user roles, service automation, scripting fundamentals, business rules, UI policies, ACLs, and integrations . The book also delves into performance optimization, troubleshooting strategies, upgrade management, and best practices for maintaining a ServiceNow instance. A significant portion of the book is dedicated to hands-on practice , featuring real-world scenarios, case studies, and step-by-step tutorials . Additionally, it includes 250+ multiple-choice questions (MCQs) with detailed answers and explanations , helping read...
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Microsoft MS-721: Collaboration Communications Systems Engineer Exam Guide Link to Book — Microsoft MS-721: Collaboration Communications Systems Engineer Exam Guide by Anand Vemula — Books on Google Play Microsoft MS-721: Collaboration Communications Systems Engineer Exam Guide” is a comprehensive resource designed to help professionals prepare for the MS-721 certification exam, which focuses on the skills needed to manage and optimize collaboration and communication solutions using Microsoft Teams. The book covers the essential aspects of collaboration technology, including the deployment, configuration, and troubleshooting of Microsoft Teams in enterprise environments. The guide dives deep into key topics such as: Teams Collaboration Configuration : This includes setting up Teams, channels, meetings, and collaboration tools like SharePoint, OneDrive, and Microsoft Planner for seamless communication across the organization. Voice and Calling Solutions : The book explores ...
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CSA: ServiceNow Certified System Administrator Exam Preparation Guide: Link to Book — CSA: ServiceNow Certified System Administrator Exam Preparation Guide: by Anand Vemula — Books on Google Play This book covers essential ServiceNow topics , including instance configuration, UI customization, data management, workflows, reporting, integration, security, and access control . It provides a detailed breakdown of key exam topics , such as tables, forms, lists, user roles, service automation, scripting fundamentals, business rules, UI policies, ACLs, and integrations . The book also delves into performance optimization, troubleshooting strategies, upgrade management, and best practices for maintaining a ServiceNow instance. A significant portion of the book is dedicated to hands-on practice , featuring real-world scenarios, case studies, and step-by-step tutorials . Additionally, it includes 250+ multiple-choice questions (MCQs) with detailed answers and explanations , helping read...
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SC-900:Microsoft Security, Compliance, and Identity Fundamentals Certification Exam Guide Link to Book — SC-900:Microsoft Security, Compliance, and Identity Fundamentals Certification Exam Guide by Anand Vemula — Books on Google Play The SC-900: Microsoft Security, Compliance, and Identity Fundamentals book serves as a comprehensive guide to understanding the core principles of security, compliance, and identity (SCI) in Microsoft environments. It is designed for beginners, IT professionals, and business stakeholders who want to build foundational knowledge of Microsoft’s security solutions. The book is structured into four main sections: Security, Compliance, and Identity Fundamentals — Introduces key security concepts such as Zero Trust, Defense-in-Depth, the Shared Responsibility Model , and cybersecurity threats . It also explains the importance of securing cloud environments. Microsoft Entra ID and Identity Management — Covers Microsoft Entra ID (formerly Azure AD) ...
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PSE Strata: Palo Alto Networks System Engineer Professional — Strata Exam Guide Link to Book PSE Strata: Palo Alto Networks System Engineer Professional — Strata Exam Guide by Anand Vemula — Audiobooks on Google Play PSE Strata: Palo Alto Networks System Engineer Professional — Strata Exam Guide by Anand Vemula — Books on Google Play This book provides a comprehensive guide to Palo Alto Networks’ security solutions, covering key concepts, configurations, troubleshooting techniques, and best practices. It delves into firewall architecture, security policies, NAT, VPNs, threat prevention, high availability, and advanced features such as automation and integration with security tools like SOAR, Terraform, and Ansible. The book explores logging, monitoring, and reporting, detailing how to configure log forwarding, integrate with Syslog, and use Panorama for centralized management. It also discusses automation using REST APIs and infrastructure-as-code tools to streamline securit...
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GIAC Certified Incident Handler (GCIH) Certification Study Guide Link to Book — GIAC Certified Incident Handler (GCIH) Certification Study Guide by Anand Vemula — Books on Google Play GIAC Certified Incident Handler (GCIH) Certification Study Guide by Anand Vemula — Audiobooks on Google Play This book provides a comprehensive guide to advanced cybersecurity concepts, penetration testing, and exploit development . Covering 250 multiple-choice questions with detailed explanations , it serves as an essential resource for cybersecurity professionals, ethical hackers, and security researchers . The book delves into exploit development , including buffer overflows, return-oriented programming (ROP), and stack pivoting . It explains malware analysis, reverse engineering, and techniques such as process hollowing and reflective DLL injection . Readers will gain insights into AI-driven threat detection, adversarial AI attacks, and machine learning applications in cybersecurity . Netw...
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Certified Scrum Product Owner (CSPO) Guide Link to Book — Certified Scrum Product Owner (CSPO) Guide by Anand Vemula — Books on Google Play Certified Scrum Product Owner (CSPO) Guide by Anand Vemula — Audiobooks on Google Play The Certified Scrum Product Owner (CSPO) Guide provides a comprehensive understanding of the Product Owner’s role in Agile and Scrum environments. It covers key concepts, responsibilities, best practices, and real-world applications to help professionals effectively manage product development. The book begins with an introduction to Agile principles and the Scrum framework , emphasizing the importance of iterative development, collaboration, and customer-centricity. It then explores the role of the Product Owner , detailing key accountabilities, required skills, and challenges faced in managing product development. A major focus is placed on Product Vision and Strategy , highlighting how to define a compelling vision, align it with business goals, an...
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GIAC Exploit Researcher and Advanced Penetration Tester (GXPN) Certification Exam Link to Book — GIAC Exploit Researcher and Advanced Penetration Tester (GXPN) Certification Exam Guide by Anand Vemula — Audiobooks on Google Play GIAC Exploit Researcher and Advanced Penetration Tester (GXPN) Certification Exam Guide by Anand Vemula — Books on Google Play A comprehensive study guide for GIAC (SANS Institute) certification exams , covering advanced cybersecurity concepts, penetration testing methodologies, exploit development, and digital forensics. Designed for security professionals, ethical hackers, and penetration testers , it provides in-depth explanations of key topics and practical exercises to reinforce learning. The book explores network security , including bypassing firewalls, MITM attacks, ARP spoofing, DNS poisoning, and exploiting insecure protocols . It also delves into web application exploitation , covering SQL injection (SQLi), cross-site scripting (XSS), server...