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Cloud Native AI and Machine Learning on AWS : Use SageMaker for building ML models, automate MLOps, and take advantage of numerous AWS AI services (English Edition) / Premkumar RANGARAJAN / BPB Publications (2023)
Titre : Cloud Native AI and Machine Learning on AWS : Use SageMaker for building ML models, automate MLOps, and take advantage of numerous AWS AI services (English Edition) Type de document : e-book Auteurs : Premkumar RANGARAJAN Editeur : BPB Publications Année de publication : 2023 ISBN/ISSN/EAN : 9789355513267 Note générale : copyrighted Langues : Anglais (eng) Résumé : Bring elasticity and innovation to Machine Learning and AI operations Key Features ? Coverage includes a wide range of AWS AI and ML services to help you speedily get fully operational with ML. ? Packed with real-world examples, practical guides, and expert data science methods for improving AI/ML education on AWS. ? Includes ready-made, purpose-built models as AI services and proven methods to adopt MLOps techniques. Description Using machine learning and artificial intelligence (AI) in existing business processes has been successful. Even AWS's ML and AI services make it simple and economical to conduct machine learning experiments. This book will show readers how to use the complete set of AI and ML services available on AWS to streamline the management of their whole AI operation and speed up their innovation. In this book, you'll learn how to build data lakes, build and train machine learning models, automate MLOps, ensure maximum data reusability and reproducibility, and much more. The applications presented in the book show how to make the most of several different AWS offerings, including Amazon Comprehend, Amazon Rekognition, Amazon Lookout, and AutoML. This book teaches you to manage massive data lakes, train artificial intelligence models, release these applications into production, and track their progress in real-time. You will learn how to use the pre-trained models for various tasks, including picture recognition, automated data extraction, image/video detection, and anomaly detection. Every step of your Machine Learning and AI project's development process is optimised throughout the book by utilising Amazon's pre-made, purpose-built AI services. What you will learn ? Learn how to build, deploy, and manage large-scale AI and ML applications on AWS. ? Get your hands dirty with AWS AI services like SageMaker, Comprehend, Rekognition, Lookout, and AutoML. ? Master data transformation, feature engineering, and model training with Amazon SageMaker modules. ? Use neural networks, distributed learning, and deep learning algorithms to improve ML models. ? Use AutoML, SageMaker Canvas, and Autopilot for Model Deployment and Evaluation. ? Acquire expertise with Amazon SageMaker Studio, Jupyter Server, and ML frameworks such as TensorFlow and MXNet. Who this book is for Data Engineers, Data Scientists, AWS and Cloud Professionals who are comfortable with machine learning and the fundamentals of Python will find this book powerful. Familiarity with AWS would be helpful but is not required. Nombre d'accès : Illimité En ligne : http://library.ez.neoma-bs.fr/login?url=https://www.scholarvox.com/book/88940596 Permalink : https://cataloguelibrary.neoma-bs.fr/index.php?lvl=notice_display&id=572926 CompTIA Cloud+ Certification Guide (Exam CV0-003) : Everything you need to know to pass the CompTIA Cloud+ CV0-003 exam (English Edition) / Gopi KRISHNA NUTI / BPB Publications (2023)
Titre : CompTIA Cloud+ Certification Guide (Exam CV0-003) : Everything you need to know to pass the CompTIA Cloud+ CV0-003 exam (English Edition) Type de document : e-book Auteurs : Gopi KRISHNA NUTI Editeur : BPB Publications Année de publication : 2023 ISBN/ISSN/EAN : 9789355513847 Note générale : copyrighted Langues : Anglais (eng) Résumé : Your complete resource for CompTIA Cloud+ CV0-003 certificationKey Features? Gain a solid understanding of the fundamental principles and best practices in cloud computing.? Learn how to seamlessly migrate, orchestrate, and troubleshoot applications in cloud environments.? Assess your knowledge and readiness for the CompTIA Cloud+ exam with a practice test.DescriptionCompTIA Cloud+ CV0-003 Certification is highly regarded as a performance-based IT certification that recognizes the significance of cloud-based infrastructure services. If you aspire to enhance your career prospects in the dynamic field of cloud computing, this certification is well-suited for you.This book is an essential resource that empowers you with the necessary knowledge and abilities to thrive in the rapidly evolving realm of cloud computing. By offering clear and succinct explanations, and practical exercises, the book comprehensively addresses all crucial areas and objectives of the Cloud+ CV0-003 exam. You will develop a profound comprehension of cloud architecture, deployment models, security considerations, troubleshooting techniques, and more. Moreover, this guide surpasses exam preparation by presenting real-world scenarios and industry best practices, enabling readers to effectively apply their knowledge in their professional roles.Upon completing this book, you will have acquired a comprehensive understanding of cloud computing and its various facets.What you will learn? Learn how to efficiently manage virtual machines and computing components.? Discover best practices for managing networks in a cloud environment.? Strengthen security measures and effectively manage identity within the cloud.? Explore the concept of orchestrating cloud applications.? Develop robust disaster recovery strategies for cloud-based systems.Who this book is forThis book serves as a natural next step for individuals who have successfully completed the Cloud Essentials certification and acts as a solid groundwork for pursuing certifications such as CCSK and CCSP. It is particularly beneficial for those who possess a moderate understanding of the responsibilities carried out by cloud administrators, architects, and software developers.Table of Contents1. Introduction to CV0-003 Exam2. Overview of Cloud Computing3. Managing Virtual Machines4. Managing Storage5. Networking Fundamentals6. Managing Networks7. Managing Security8. Identity and Access Management9. Migrating to Cloud10. Orchestrating Cloud Applications 11. Troubleshooting in Cloud12. Disaster Recovery and High Availability13. Public Cloud Services14. Practice Questions Nombre d'accès : Illimité En ligne : http://library.ez.neoma-bs.fr/login?url=https://www.scholarvox.com/book/88946023 Permalink : https://cataloguelibrary.neoma-bs.fr/index.php?lvl=notice_display&id=579189 CompTIA Network+ Certification Guide (Exam N10-008) : Unleash your full potential as a Network Administrator (English Edition) / Eithne HOGAN / BPB Publications (2023)
Titre : CompTIA Network+ Certification Guide (Exam N10-008) : Unleash your full potential as a Network Administrator (English Edition) Type de document : e-book Auteurs : Eithne HOGAN Editeur : BPB Publications Année de publication : 2023 ISBN/ISSN/EAN : 9789355518743 Note générale : copyrighted Langues : Anglais (eng) Résumé : A step-by-step guide to acing the CompTIA Network+ certification (Exam N10-008) Key Features ? Develop confidence and proficiency in various networking tasks and responsibilities. ? Gain a comprehensive understanding of essential network concepts, including networks, security, and cloud computing. ? Acquire the knowledge and skills necessary to effectively apply troubleshooting methodologies in network environments. Description The CompTIA Network+ Certification Guide (Exam N10-008) is designed to assist you in learning and mastering the content of the Network+ exam while preparing for CompTIA's valuable network certification. The main focus of this book revolves around the duties and responsibilities associated with being an entry-level network administrator. It provides you with the essential set of skills required to proficiently handle tasks such as installing, configuring, maintaining, and monitoring network hardware and software. Additionally, it effectively teaches you how to utilize troubleshooting tools to resolve network issues. The book also places significant emphasis on the importance of network security within the broader context of network operations. By the end of the book, you will have acquired a comprehensive understanding of the Network+ exam content and will be well-prepared to obtain CompTIA's valuable network certification. What you will learn ? Gain a comprehensive understanding of the OSI Model and its relevance in networking. ? Learn how to effectively work with IP addressing and subnetting for efficient network configuration. ? Adhere to business plans, policies, and procedures to ensure smooth network administration. ? Learn about network performance monitoring techniques and strategies. ? Explore security concepts, vulnerabilities, threats, and attacks, and learn network hardening techniques to safeguard against potential risks. Who this book is for This book is designed for individuals who aspire to pursue a rewarding career in network administration. It caters to those who are interested in entering the field and aim to acquire the essential knowledge and skills necessary for success. Additionally, it serves as a valuable resource for emerging Network Support Technicians who are currently working in or transitioning into this role. Table of Contents 1. The OSI Model 2. Network Topologies 3. Cables and Connectors 4. IP Addressing and Subnetting 5. Ports and Protocols 6. Implementing and Troubleshooting Network Services 7. Data Center Technologies 8. Cloud Concepts 9. Managing Network Devices 10. Managing Switching Protocols 11. Managing Routing Protocols 12. Installing and Configuring Wireless Technologies 13. Managing and Monitoring a Network 14. Policies and Procedures in Practice 15. Resilience, Fault Tolerance, and Recovery 16. Security Concepts 17. Vulnerabilities, Threats, and Attacks 18. Network Hardening Techniques 19. Remote Management 20. Implementing Physical Security 21. Network Troubleshooting 22. Troubleshooting Cable Connectivity 23. Network Utilities 24. Troubleshooting Wireless Networks 25. Troubleshooting General Networking Issues 26. Network + Practice Exams Nombre d'accès : Illimité En ligne : http://library.ez.neoma-bs.fr/login?url=https://www.scholarvox.com/book/88946024 Permalink : https://cataloguelibrary.neoma-bs.fr/index.php?lvl=notice_display&id=579190 Data Structures with Python : Get familiar with the common Data Structures and Algorithms in Python (English Edition) / Harsh BHASIN / BPB Publications (2023)
Titre : Data Structures with Python : Get familiar with the common Data Structures and Algorithms in Python (English Edition) Type de document : e-book Auteurs : Harsh BHASIN Editeur : BPB Publications Année de publication : 2023 ISBN/ISSN/EAN : 9789355513304 Note générale : copyrighted Langues : Anglais (eng) Résumé : Develop a strong foundation in Data Structures and Algorithms and become a skilled programmer Key Features ? Explore various data structures and algorithms and their applications. ? Learn how to use advanced data structures and algorithms to solve complex computational problems. ? An easy-to-understand guide that gives a comprehensive introduction to data structures and algorithms using the Python programming language. Description Data structures are a way of organizing and storing data in a computer so that it can be accessed and manipulated efficiently. If you want to become an accomplished programmer and master this subject, then this book is for you. The book starts by introducing you to the fascinating world of data structures and algorithms. This book will help you learn about different algorithmic techniques such as Dynamic programming, Greedy algorithms, and Backtracking, and their applications in solving various computational problems. The book will then teach you how to analyze the complexity of Recursive algorithms. Moving on, the book will help you get familiar with the concept of Linked lists, which is an important foundation for understanding other data structures, such as Stacks and Queues, which are covered in detail later in this book. The book will also teach you about advanced data structures such as Trees and Graphs, their different types, and their applications. Towards the end, the book will teach you how to use various Sorting, Searching Selection and String algorithms. By the end of the book, you will get a comprehensive and in-depth understanding of various data structures and algorithms and their applications in solving real-world computational problems efficiently. What you will learn ? Get familiar with the fundamentals of data structures such as arrays, linked lists, stacks, and queues. ? Understand the basics of algorithm analysis and complexity theory. ? Explore different approaches to the algorithm design, such as divide-and-conquer, dynamic programming, and greedy algorithms. ? Work with common data structures such as arrays, linked lists, stacks, queues, trees, heaps, and graphs. ? Discover sorting and searching algorithms, including hash tables and string algorithms. Who this book is for The book is aimed at Computer Science students, Software Engineers, and anyone interested in learning about data structures and algorithms Table of Contents 1. Introduction to Data Structures 2. Design Methodologies 3. Recursion 4. Arrays 5. Linked List 6. Stacks 7. Queues 8. Trees-I 9. Trees-II 10. Priority Queues 11. Graphs 12. Sorting 13. Median and Order Statistics 14. Hashing 15. String Matching Appendix 1: All Pairs Shortest Path Appendix 2: Tree Traversals Appendix 3: Dijkstra’s Shortest Path Algorithm Appendix 4: Supplementary Questions Nombre d'accès : Illimité En ligne : http://library.ez.neoma-bs.fr/login?url=https://www.scholarvox.com/book/88941405 Permalink : https://cataloguelibrary.neoma-bs.fr/index.php?lvl=notice_display&id=572964 Data Visualization with Python : Exploring Matplotlib, Seaborn, and Bokeh for Interactive Visualizations (English Edition) / DR. POOJA / BPB Publications (2023)
Titre : Data Visualization with Python : Exploring Matplotlib, Seaborn, and Bokeh for Interactive Visualizations (English Edition) Type de document : e-book Auteurs : DR. POOJA Editeur : BPB Publications Année de publication : 2023 ISBN/ISSN/EAN : 9789355515384 Note générale : copyrighted Langues : Anglais (eng) Résumé : Transforming data into actionable insights using Python Key Features ? Gain a comprehensive understanding of data visualization and exploratory data analysis (EDA) using Python. ? Discover valuable insights and patterns in data through visual analysis. ? Master the art of effectively communicating complex concepts by creating compelling and impactful data visualizations. Description Python is a popular programming language for data visualization due to its rich ecosystem of libraries and tools. If you're interested in delving into data visualization in Python, this book is an excellent resource to begin your journey. With Matplotlib, you'll master the art of creating a wide range of charts, plots, and graphs. From basic line plots to complex 3D visualizations, you'll learn how to transform raw data into engaging visuals that tell compelling stories. Dive into Seaborn, a high-level library built on top of Matplotlib, and discover how to effortlessly create beautiful and informative statistical visualizations effortlessly. From heatmaps to distribution plots, you'll unleash the full potential of Seaborn in your data analysis endeavors. Lastly, you will learn how to unleash the true potential of Bokeh and create compelling data visualizations that allow users to explore and interact with data dynamically. By the end of the book, you will have acquired the knowledge and skills necessary to create a diverse range of visualizations proficiently. What you will learn ? Utilize Matplotlib, Seaborn, and Bokeh to produce visually captivating visualizations. ? Gain expertise in various types of charts, plots, and graphs. ? Craft visually appealing and informative statistical visualizations. ? Construct interactive and adaptable plots using Bokeh. ? Explore various techniques for conducting Exploratory Data Analysis (EDA). Who this book is for This book caters to a wide audience, including undergraduate and postgraduate students, researchers, data managers, and data analysts. It presents an all-encompassing exploration of data visualization, equipping you with the essential groundwork to progress as a data-driven professional. Table of Contents 1. Understanding Data 2. Data Visualization – Importance 3. Data Visualization Use Cases 4. Data Visualization Tools and Techniques 5. Data Visualization with Matplotlib 6. Data Visualization with Seaborn 7. Data Visualization with Bokeh 8. Exploratory Data Analysis Nombre d'accès : Illimité En ligne : http://library.ez.neoma-bs.fr/login?url=https://www.scholarvox.com/book/88946026 Permalink : https://cataloguelibrary.neoma-bs.fr/index.php?lvl=notice_display&id=579192 Deep Learning on Microcontrollers : Learn how to develop embedded AI applications using TinyML / Atul KRISHNA GUPTA / BPB Publications (2023)PermalinkDocker: Up and Running : Build and deploy containerized web apps with Docker and Kubernetes / Gabriel NICOLAS SCHENKER / BPB Publications (2023)PermalinkEnterprise Applications with C# and .NET : Develop robust, secure, and scalable applications using .NET and C# (English Edition) / Alexandre F. MALAVASI CARDOSO / BPB Publications (2023)PermalinkEnterprise Integration with Mulesoft : Learn how to leverage MuleSoft to power Enterprise Integration (English Edition) / Gaurav ARORAA / BPB Publications (2023)PermalinkExcel for Finance and Accounting : Learn how to optimize Excel formulas and functions for financial analysis / Suraj KUMAR LOHANI / BPB Publications (2023)PermalinkFlutter and Dart: Up and Running : Build native apps for both iOS and Android using a single codebase (English Edition) / Deepti CHOPRA / BPB Publications (2023)PermalinkFlutter for Jobseekers : Learn Flutter and take your cross-platform app development skills to the next level (English Edition) / Hans KOKX / BPB Publications (2023)PermalinkFull Stack iOS Development with Swift and Vapor : Full stack iOS development made easy (English Edition) / Hem DUTT / BPB Publications (2023)PermalinkFun with Machine Learning : Simplify the Data Science process by automating repetitive and complex tasks using AutoML (English Edition) / Arockia LIBORIOUS / BPB Publications (2023)PermalinkFundamentals of IoT : The Internet of Things (IoT) is a network of physical objects embedded with sensors, software, and connectivity, enabling them to collect and exchange data. It revolutionizes the way we interact with our surroundings by connecting devices and allowin / Rajan GUPTA / BPB Publications (2023)Permalink
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