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Hands-On Artificial Intelligence for Banking: A practical guide to building intelligent financial applications using machine learning techniques
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Hands-On Artificial Intelligence for Banking is a practical guide that will help you advance in your career in the banking domain.
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What Stands Out
Product Details
- Comprehensive guide for building intelligent financial applications
- Focused on machine learning techniques for banking industry
- Hands-on approach for practical understanding
- Utilizes artificial intelligence for banking applications
- Practical implementation of AI in financial sector
- Specifically designed for building intelligent financial solutions
| Publisher | Packt Publishing |
| Publication date | July 10, 2020 |
| Language | English |
| Print length | 240 pages |
| ISBN-10 | 1788830784 |
| ISBN-13 | 978-1788830782 |
| Item Weight | 14.7 ounces (416.75 grams) |
| Dimensions | 7.5 x 0.55 x 9.25 inches (19.1 x 1.4 x 23.5 cm) |
Who Should Buy?
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AI Practitioners
Professionals looking to enhance their skills in applying machine learning specifically within the banking sector.
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Financial Analysts
Analysts who aim to leverage AI techniques for data-driven decision-making and financial forecasting.
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Software Developers
Developers interested in creating innovative financial applications with machine learning capabilities.
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Beginners in AI
Individuals with no prior knowledge of artificial intelligence may find the content too advanced and challenging.
Product Description
Hands-On Artificial Intelligence for Banking: A practical guide to building intelligent financial applications using machine learning techniques
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Intelligence & Semantics Editorial Review
**** The reviewed product is an insightful and practical book that explores the intersection of Artificial Intelligence (AI) and the banking industry. It offers readers a significant amount of content, covering two primary sections: an overview of AI's role in the financial sector and a detailed look at Machine Learning with practical examples. The book facilitates an understanding of advanced concepts without delving deeply into complex coding, making it accessible to both banking professionals and individuals with technical backgrounds who wish to explore opportunities in the financial realm. One of the book's standout features is its inclusion of real-world examples, like sentiment analysis tutorials that guide readers through the process of analyzing social media data using Python. Additionally, the provision of downloadable code and references to external resources, such as the Open Bank Project and MongoDB, enhances its practicality. Its concise length, at 270 pages, allows for a quick read, though some reviewers noted that the breadth of content might warrant a more segmented approach, perhaps suggesting separate volumes for retail and investment banking. Readers acknowledged that the book serves as a valuable reference for those who want to understand how to apply AI solutions within their banking operations. It demystifies the concept of AI and demonstrates how average bankers can leverage open-source libraries to tackle typical challenges, including demand forecasting and risk assessment. Although it could benefit from additional local context or deeper coverage of topics, the book fundamentally enriches the reader's perspective on AI applications in banking. **
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Pros
- Extensive content, easy to read without deep coding knowledge.
- Useful practical examples and tutorials (e.g., sentiment analysis).
- Access to downloadable codes and external resources for further learning.
- Good insight into AI's application in the banking industry.
Cons
- Too short to cover all topics comprehensively.
Product Price History
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Features & Benefits
- Learn how to use AI implementation to make banking services smoother, more cost-efficient, and accessible
- Gain insights into the AI revolution in the banking industry
- Explore time series analysis and reinforcement learning to automate client procurements, banking, and finance decisions
- Understand mechanizing capital market decisions and building personal wealth advisors
- Explore real-world AI considerations in the field of banking
- Suitable for machine learning engineers, data engineers, and data scientists working in finance industry and entrepreneurs, venture capitalists, investment bankers, and wealth managers
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