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Table of Contents Introduction: The Need for Speed and Intelligence Understanding the Challenge: Data Velocity and Model Latency Architectural Approaches for Real-Time ML Inference In-Stream Inference Microservice-Based Model Serving Edge/Distributed Inference Enabling Technologies and Tools Stream Processing Frameworks Model Serving Platforms Low-Latency Data Stores Model Optimization Techniques Use Cases and Examples Fraud Detection Personalized Recommendations… Read more: Harnessing Machine Learning for Real-Time Data Processing

Table of Contents Defining the Terrain: Software Art vs. Artificial Creativity Software Art Artificial Creativity The Overlap: When Art and AI Collide Creatively AI as a Creative Partner AI as the Artist (A More Contentious Idea) The Role of Data and Training Technical Underpinnings: How the Magic Happens Generative Adversarial Networks (GANs) Variational Autoencoders (VAEs)… Read more: The Intersection of Software Art and Artificial Creativity

Table of Contents The Shifting Landscape of Software Development AI in the Software Development Life Cycle (SDLC) Requirements Engineering and Planning Design and Architecture Coding and Implementation Testing and Quality Assurance Deployment and Operations (DevOps) Maintenance and Evolution Challenges and Considerations The Augmented Developer: A New Paradigm The Future of AI in Software Development Conclusion… Read more: Exploring the Impact of AI on Software Development Practices