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Observability in Finance

(ebook) (audiobook) (audiobook) Książka w języku 1
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Stron:
384
Dostępne formaty:
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Do przechowalni

Observe, optimize, and transform in finance

Key Features
Learn observability basics in finance.
Monitor financial data with logs and alerts and improve data security.
Identify the key metrics for financial oversight.
Use new tech for financial observability.

This book explains the role of observability in the finance sector, showing how new technologies can help monitor and manage financial systems more effectively. It outlines the use of real-time data monitoring, Machine Learning, and cloud computing to enhance the efficiency of financial operations and ensure they meet regulatory standards.

The chapters guide you through the process of setting up systems to track financial activities accurately, analyze market trends, and predict future challenges to keep operations secure and competitive. It offers clear explanations of how these technologies can help finance professionals make better decisions and manage risks proactively.

Designed for finance professionals looking to update their technical skills, this book provides practical guidance on adopting modern observability tools and practices. It will help you understand how to apply these technologies to increase transparency and strengthen the resilience of financial operations in a constantly evolving industry.

What you will learn
Implement effective data monitoring strategies in finance.
Use Machine Learning to enhance financial risk assessment.
Develop robust compliance frameworks using observability tools.
Apply real-time analytics for quicker financial decision-making.
Integrate predictive analytics for forward-looking financial insights.
Understand and deploy distributed tracing for financial operations.

Who this book is for
This book is ideal for financial professionals seeking to deepen their understanding of observability. It is also suitable for IT specialists in finance who wish to advance their skills in modern observability tools and practices.

Table of Contents
1. Introduction
2. The Fundamentals of Observability
3. Monitoring and Logging for Financial Data
4. Tracing and Correlation in Finance
5. Metrics and Key Performance Indicators for Finance
6. Real-time Monitoring and Alerting in Finance
7. Observability for Algorithmic Trading and Market Data
8. Compliance and Regulatory Considerations
9. Advanced Techniques: Machine Learning and Predictive Analytics
10. Organizational Culture and Collaboration
11. Case Studies and Best Practices Observability
12. The Future of Observability in Finance
13. The Horizon of Financial Observability

Wybrane bestsellery

O autorze książki

Brindha Priyadarshini Jeyaraman is a senior data scientist at AIDA Technologies. She has completed her M.Tech in knowledge engineering with a gold medal from the National University of Singapore. She has more than 10 years of work experience and she is an expert in understanding business problems, and designing and implementing solutions using machine learning. She has worked on several real data science projects in the insurance and finance domain.

BPB Publications - inne książki

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