Google AI Professional Certificate - Learn AI Skills That Get You Hired
Learn Backend Development Part-Time, Online
Overview
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Explore how artificial intelligence transforms customer insights in financial services through this 20-minute conference talk from Conf42 ML 2025. Learn to identify critical problems with traditional customer interaction analysis methods and discover real-time solutions that capture and analyze customer interactions effectively. Understand the technical architecture required to build these systems on AWS, including the integration of various services and components. Follow along with a comprehensive live demonstration that shows practical implementation of AI-powered customer insight solutions. Examine modern design principles and essential security features necessary for financial services applications. Gain practical knowledge about leveraging machine learning and AI technologies to enhance customer understanding, improve service delivery, and drive business outcomes in the financial sector.
Syllabus
00:00 Introduction and Welcome
01:54 The Problem with Current Customer Interaction Analysis
02:54 Introducing the Solution: Real-Time Customer Interaction Analysis
04:42 How the Solution Works: Capturing and Analyzing Interactions
06:45 Building the Architecture on AWS
09:37 Live Demo: Implementing the Solution
15:37 Modern Design and Security Features
19:11 Conclusion and Final Thoughts
Taught by
Conf42