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Observability in Finance: Achieving excellence in finance with effective observability (English Edition)

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Book Details
Language
English
Publishers
BPB Publications (25 Jun. 2024)
Weight
0.66 KG
Publication Date
25/06/2024
ISBN-10
935551977X
Pages
384 pages
ISBN-13
9789355519771
Dimensions
19.05 x 2.21 x 23.5 cm
SKU
9789355519771
Author Name
Brindha Priyadarshini Jeyaraman (Author)
Brindha Priyadarshini Jeyaraman is a highly experienced data scientist and engineer with over 14 years of expertise in building cutting-edge machine learning solutions. She has authored books on real-time streaming and machine learning, showcasing her deep knowledge in these fields. Brindha’s skills span machine learning, cloud technologies, and software development, enabling her to design and implement complex systems with ease. Her impressive career includes roles as a Principle Architect, AI, APAC, Google Cloud, Deputy Director of Data Analytics at the Monetary Authority of Singapore, and Senior Manager of Data Science at Lazada. Brindha holds a Master's degree in Knowledge Engineering from the National University of Singapore and is currently pursuing a Doctor of Engineering degree in AI at SMU. Brindha’s work is characterized by her commitment to solving complex problems with cutting-edge technology, making her a thought leader in the AI community.Read more about this authorRead less about this author
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Observe, optimize, and transform in financeKey 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 forThis 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 Contents1. Introduction2.

The Fundamentals of Observability3. Monitoring and Logging for Financial Data4.

Tracing and Correlation in Finance5. Metrics and Key Performance Indicators for Finance6.

Real-time Monitoring and Alerting in Finance7. Observability for Algorithmic Trading and Market Data8.

Compliance and Regulatory Considerations9. Advanced Techniques: Machine Learning and Predictive Analytics10.

Organizational Culture and Collaboration11. Case Studies and Best Practices Observability12.

The Future of Observability in Finance13. The Horizon of Financial Observability.

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