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High-performance Algorithmic Trading using Machine Learning : Building automated trading strategies with AutoML and feature engineering (English Edition) / Franck BARDOL / BPB Publications (2025)
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Titre : High-performance Algorithmic Trading using Machine Learning : Building automated trading strategies with AutoML and feature engineering (English Edition) Type de document : e-book Auteurs : Franck BARDOL Editeur : BPB Publications Année de publication : 2025 ISBN/ISSN/EAN : 9789365893892 Note générale : copyrighted Langues : Anglais (eng) Résumé : DescriptionMachine learning is not just an advantage; it is becoming standard practice among top-performing trading firms. As traditional strategies struggle to navigate noise, complexity, and speed, ML-powered systems extract alpha by identifying transient patterns beyond human reach. This shift is transforming how hedge funds, quant teams, and algorithmic platforms operate, and now, these same capabilities are available to advanced practitioners.This book is a practitioner’s blueprint for building production-grade ML trading systems from scratch. It goes far beyond basic return-sign classification tasks, which often fail in live markets, and delivers field-tested techniques used inside elite quant desks. It covers everything from the fundamentals of systematic trading and ML's role in detecting patterns to data preparation, backtesting, and model lifecycle management using Python libraries. You will learn to implement supervised learning for advanced feature engineering and sophisticated ML models. You will also learn to use unsupervised learning for pattern detection, apply ultra-fast pattern matching to chartist strategies, and extract crucial trading signals from unstructured news and financial reports. Finally, you will be able to implement anomaly detection and association rules for comprehensive insights.By the end of this book, you will be ready to design, test, and deploy intelligent trading strategies to institutional standards.What you will learn? Build end-to-end machine learning pipelines for trading systems.? Apply unsupervised learning to detect anomalies and regime shifts.? Extract alpha signals from financial text using modern NLP.? Use AutoML to optimize features, models, and parameters.? Design fast pattern detectors from signal processing techniques.? Backtest event-driven strategies using professional-grade tools.? Interpret ML results with clear visualizations and plots.Who this book is forThis book is for robo traders, algorithmic traders, hedge fund managers, portfolio managers, Python developers, engineers, and analysts who want to understand, master, and integrate machine learning into trading strategies. Readers should understand basic automated trading concepts and have some beginner experience writing Python code.Table of Contents1. Algorithmic Trading and Machine Learning in a Nutshell2. Data Feed, Backtests, and Forward Testing3. Optimizing Trading Systems, Metrics, and Automated Reporting4. Implement Trading Strategies5. Supervised Learning for Trading Systems6. Improving Model Capability with Features7. Advanced Machine Learning Models for Trading8. AutoML and Low-Code for Trading Strategies9. Unsupervised Learning Methods for Trading10. Unsupervised Learning with Pattern Matching11. Trading Signals from Reports and News12. Advanced Unsupervised Learning, Anomaly Detection, and Association RulesAppendix: APIs and Libraries for each chapter Nombre d'accès : Illimité En ligne : https://neoma-bs.idm.oclc.org/login?url=https://www.scholarvox.com/book/88971602 Permalink : https://cataloguelibrary.neoma-bs.fr/index.php?lvl=notice_display&id=612346 Data Engineering for AI : Enhance data persistence strategies for optimal AI and analytical workload performance (English Edition) / Sundeep GOUD KATTA / BPB Publications (2025)
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Titre : Data Engineering for AI : Enhance data persistence strategies for optimal AI and analytical workload performance (English Edition) Type de document : e-book Auteurs : Sundeep GOUD KATTA Editeur : BPB Publications Année de publication : 2025 ISBN/ISSN/EAN : 9789365893403 Note générale : copyrighted Langues : Anglais (eng) Résumé : DescriptionData engineering is the critical discipline of building and maintaining the systems that enable organizations to collect, store, process, and analyze vast amounts of data, especially for advanced applications like AI and ML. It is about ensuring that it is reliable, accessible, and high-quality for everyone who needs it.This book provides a thorough exploration of the complete data lifecycle, starting with data engineering's development and its vital link to AI. It provides an overview of scalable data practices, from legacy systems to cutting-edge techniques. The reader will explore real-time data collection, secure ingestion, optimized storage, and dynamic processing techniques. The book features detailed discussions on ETL and ELT frameworks, performance tuning, and quality assurance that are complemented by real-world case studies. All these empower the data engineers to design systems that are seamless and integrate well with AI pipelines, driving innovation across diverse industries.By the end of this book, readers will be well-equipped to design, implement, and manage scalable data engineering solutions that effectively support and drive AI initiatives within any organization.What you will learn? Design real-time data ingestion and processing systems.? Implement optimized data storage solutions for AI workloads.? Ensure data quality, compliance in dynamically changing environments.? Build scalable data collection methods, including for AI training data.? Apply data engineering solutions in complex, real-world AI projects.? Conduct SQL analytics and craft insightful, AI-driven visualizations.Who this book is forThis book is for data engineers, AI practitioners, and curious professionals with a foundational understanding of databases, programming, and ETL processes. A basic understanding of computer science concepts, cloud computing, and analytics is helpful.Table of Contents1. Introduction to Data Engineering in AI2. Managing Data Collection3. Data Ingestion in Action4. Data Storage in Real-time5. Data Processing Techniques and Best Practices6. Data Integration and Interoperability7. Ensuring Data Quality8. Understanding Data Analytics9. Data Visualization and Reporting10. Operational Data Security11. Protecting Data Privacy12. Data Engineering Case Studies Nombre d'accès : Illimité En ligne : https://neoma-bs.idm.oclc.org/login?url=https://www.scholarvox.com/book/88971601 Permalink : https://cataloguelibrary.neoma-bs.fr/index.php?lvl=notice_display&id=612345 CompTIA Network+ Certification Guide (Exam N10-009) : Unleash your full potential as a network administrator Ed. 2 / EITHNE HOGAN / BPB Publications (2025)
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Titre : CompTIA Network+ Certification Guide (Exam N10-009) : Unleash your full potential as a network administrator Ed. 2 Type de document : e-book Auteurs : EITHNE HOGAN Editeur : BPB Publications Année de publication : 2025 ISBN/ISSN/EAN : 9789365892673 Note générale : copyrighted Langues : Anglais (eng) Résumé : Description Network administrators are crucial in safeguarding data through cybersecurity, optimizing cloud resources, and ensuring secure remote connections, vital for maintaining seamless IT infrastructures. CompTIA Network+ Certification has become the industry standard for validating essential networking skills, making it crucial for IT professionals seeking to establish or advance their careers in network administration. Beginning with networking fundamentals including OSI models, TCP/IP protocols, and Wireshark analysis, it progresses through network topologies, cable installation, IP addressing, and subnetting practices. The second edition includes new content reflecting changes in the exam, such as evolving use cases for modern networks, important factors of physical installations, and additional details on implementing IPv4 and IPv6 network services. The content incorporates an acute awareness of security in network operations. Upon completing this guide, you will possess comprehensive Network+ knowledge and practical skills necessary to confidently pass the N10-009 exam and immediately contribute as a competent network administrator in any enterprise environment. What you will learn ? Gain a comprehensive understanding of the OSI model and its day-to-day application. ? Learn about network performance monitoring techniques and strategies. ? Implement wired, wireless, and remote technologies. ? This new edition brings enhanced practical integration with hands-on Wireshark packet analysis and Cisco CLI configuration exercises. ? Learn how to effectively work with IP addressing and subnetting for efficient network configuration. ? Implement troubleshooting methodologies. 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. 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. Cybersecurity 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 APPENDIX: Network+ (N10-009) Certification Exam Objectives Nombre d'accès : Illimité En ligne : https://neoma-bs.idm.oclc.org/login?url=https://www.scholarvox.com/book/88971599 Permalink : https://cataloguelibrary.neoma-bs.fr/index.php?lvl=notice_display&id=612344 Ubuntu System Administration Guide : Ubuntu Desktop, Server, security, and DevOps automation (English Edition) / MATTIAS HEMMINGSSON / BPB Publications (2025)
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Titre : Ubuntu System Administration Guide : Ubuntu Desktop, Server, security, and DevOps automation (English Edition) Type de document : e-book Auteurs : MATTIAS HEMMINGSSON Editeur : BPB Publications Année de publication : 2025 ISBN/ISSN/EAN : 9789365895124 Note générale : copyrighted Langues : Anglais (eng) Résumé : DescriptionUbuntu, a powerful and versatile Linux operating system, is the cornerstone for countless personal desktops, robust servers, and cutting-edge cloud deployments. The Ubuntu System Administration Guide provides a rapid yet comprehensive journey, equipping you with the practical skills to confidently navigate and master this essential ecosystem, from basic commands to advanced infrastructure.This book systematically builds your expertise, starting with Ubuntu's ecosystem, installation, and desktop configuration, including diverse window managers and essential networking like VPNs. You will then cover virtualization with KVM and Vagrant, followed by modern containerization using Docker and local Kubernetes (Minikube). The book transitions to server mastery, covering various installation methods, robust health checks, and advanced server networking, including firewalls and VPN servers. It progresses to professional server virtualization with KVM and the deployment of full Kubernetes clusters. Finally, you will learn to set up web servers, deploy diverse applications, and automate tasks with powerful CI/CD pipelines, embodying DevOps practices.Upon completing this practical guide, you will possess a profound understanding of Ubuntu, gaining both beginner-friendly competence and professional-level skills in system administration, modern application deployment, and automation, ready to tackle real-world challenges.What you will learn? Learn Ubuntu installation, desktop configuration, and network security essentials.? Implement desktop virtualization (KVM, Vagrant) and local containerization (Docker, Minikube).? Deploy Ubuntu Server on metal, cloud, and configure advanced networking.? Build production Kubernetes clusters, including master, workers, and services.? Automate server deployments and service delivery via CI/CD pipelines.? Troubleshoot server logs, implement security HIDS, and set up alerts.Who this book is forThis book is perfect for aspiring system administrators, developers, DevOps engineers, and IT professionals. Readers should have basic computer literacy and a desire to learn, as it guides them from fundamental Ubuntu concepts to advanced server and cloud-native practices.Table of Contents1. Getting Familiar with Ubuntu Ecosystem2. Install, Upgrade, and Configure Ubuntu Desktop3. Environments and Window Managers4. Setting up Firewall, VPN, and Wi-Fi Networks5. Preparing Virtualization Environment6. Up and Running with Kubernetes and Docker7. Install Ubuntu Server on Metal, Cloud, and Network8. Keeping Check on Your Ubuntu Server9. Setup Advanced Network, Firewall, and VPN Servers10. Running Virtualization Server Environment11. Setup Webserver, Deploy and Run Webapps12. Kubernetes Run and Setup13. Task Automations, CI/CD Pipeline, and Service Deployment Nombre d'accès : Illimité En ligne : https://neoma-bs.idm.oclc.org/login?url=https://www.scholarvox.com/book/88971598 Permalink : https://cataloguelibrary.neoma-bs.fr/index.php?lvl=notice_display&id=612343 Building a Resilient SAP Enterprise : Build a resilient SAP enterprise in the era of RISE, GROW, and cloud-native services (English Edition) / Soulat KHAN / BPB Publications (2025)
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Titre : Building a Resilient SAP Enterprise : Build a resilient SAP enterprise in the era of RISE, GROW, and cloud-native services (English Edition) Type de document : e-book Auteurs : Soulat KHAN Editeur : BPB Publications Année de publication : 2025 ISBN/ISSN/EAN : 9789365895490 Note générale : copyrighted Langues : Anglais (eng) Résumé : DescriptionSAP's transformation from on-premises solutions to cloud-first offerings represents a paradigm shift for enterprise architecture. RISE and GROW with SAP are redefining how organizations deploy, customize, and extend SAP applications in the cloud era, creating opportunities for innovation alongside new architectural challenges. This book navigates contemporary SAP solutions, ensuring that an enterprise remains robust and future-ready.This book takes you through modern SAP development, from clean core methodology and essential skill modernization for SAP developers and architects, alongside SAP's latest cloud deployment models like RISE and GROW. You will explore the entire SAP Development Platform, including SAP BTP, Build tools, and generative AI integration. The book then explores designing resilient SAP applications using low-code and no-code approaches, cloud extensibility with Steampunk and Embedded Steampunk, and ABAP cloud development with SAP APIs and ADT. Crucially, it also covers vital aspects of application security and cost management.By the end of this book, you will be equipped to architect resilient SAP solutions that leverage the combined power of SAP BTP and hyperscaler services, ensuring your enterprise can innovate rapidly while maintaining security, performance, and operational excellence in an increasingly complex cloud landscape.What you will learn? Implement clean core methodology to maximize SAP upgrade efficiency.? Navigate the RISE and GROW licensing models and technical implications.? Integrate SAP BTP with hyperscaler services for scalable solutions.? Leverage generative AI to enhance SAP business processes.? Apply well-architected principles to SAP BTP applications.? Manage security and costs across hybrid SAP landscapes.? Design highly available, resilient SAP applications with low-code/no-code.Who this book is forThis book is designed for SAP architects, developers, and technical leaders responsible for enterprise SAP transformation. It is ideal for professionals seeking to evolve from traditional ABAP development to modern cloud-native SAP implementation strategies.Table of Contents1. Introduction to the Modern SAP Enterprise2. Overview of SAP’s Latest Offers, RISE and GROW3. SAP Business Technology Platform and Cloud Provider Integration4. Introduction to Generative AI5. Building Well-Architected Applications on SAP BTP6. Managing Application Security and Costs7. Concluding Remarks and Additional Resources Nombre d'accès : Illimité En ligne : https://neoma-bs.idm.oclc.org/login?url=https://www.scholarvox.com/book/88971597 Permalink : https://cataloguelibrary.neoma-bs.fr/index.php?lvl=notice_display&id=612342 Practical Software Project Management : Design and track execution models, and manage dependencies, changes, and project issues (English Edition) / Abhi BASU THAKUR / BPB Publications (2025)
PermalinkMastering Mobile Network and Related Security : Protecting telecom networks in a connected world (English Edition) / Tiju JOHNSON / BPB Publications (2025)
PermalinkLinux Kernel Programming : Developing kernel architecture and device drivers for character, block, USB, and network interfaces (English Edition) / THIERRY GAYET / BPB Publications (2025)
PermalinkTest Automation with Nightwatch.js : Simplify web testing with JavaScript and Node.js (English Edition) / Pallavi SHARMA / BPB Publications (2025)
PermalinkModern Communication with Social Media : From basic communication to advanced social media dynamics and AI applications Ed. 2 / Mamta DALAL / BPB Publications (2025)
PermalinkC# 13 and .NET 9 : Guide to C# 13, .NET 9, data management, and deployment strategies (English Edition) / Jefferson S. MOTTA / BPB Publications (2025)
PermalinkMastering Network Flow Traffic Analysis : Implementing and analyzing flow data across network topologies for threat detection (English Edition) / Gilberto PERSICO / BPB Publications (2025)
PermalinkApplied TinyML : End-to-end machine learning for microcontrollers with examples (English Edition) / Ricardo CID / BPB Publications (2025)
PermalinkAdvanced Malware Analysis and Intelligence : Investigating malicious code with static and dynamic analysis and threat intelligence (English Edition) / Mahadev THUKARAM / BPB Publications (2025)
PermalinkArchitecting ASP.NET Core Applications : ASP.NET Core backend with C# 13 and .NET 9 (English Edition) / Dario BENEVENTO / BPB Publications (2025)
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