Integrating AI into the Product Architecture

Integrating AI into the Product Architecture
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     01 - Course introduction and prerequisites.mp4 -


     01 - Course introduction and prerequisites.srt -


     01 - What LLMs can (and can't) do in production.mp4 -


     01 - What LLMs can (and can't) do in production.srt -


     02 - Deep dive into LLMs Recap of the mechanics.mp4 -


     02 - Deep dive into LLMs Recap of the mechanics.srt -


     03 - Prompt engineering techniques to improve LLM output.mp4 -


     03 - Prompt engineering techniques to improve LLM output.srt -


     04 - Cross-functional team for LLM integration.mp4 -


     04 - Cross-functional team for LLM integration.srt -


     01 - Choosing your LLM provider Navigating the LLM landscape.mp4 -


     01 - Choosing your LLM provider Navigating the LLM landscape.srt -


     02 - API-based access Simplifying LLM integration.mp4 -


     02 - API-based access Simplifying LLM integration.srt -


     03 - Hands-on your first LLM integration.mp4 -


     03 - Hands-on your first LLM integration.srt -


     04 - Sync vs. Async Integrating LLMs effectively.mp4 -


     04 - Sync vs. Async Integrating LLMs effectively.srt -


     05 - Real-time data pipelines for LLM integration.mp4 -


     05 - Real-time data pipelines for LLM integration.srt -


     06 - Secure LLM integration API keys, rate limiting, and data access.mp4 -


     06 - Secure LLM integration API keys, rate limiting, and data access.srt -


     01 - Understanding deployment options.mp4 -


     01 - Understanding deployment options.srt -


     02 - Cloud-based LLMs Advantages and disadvantages.mp4 -


     02 - Cloud-based LLMs Advantages and disadvantages.srt -


     03 - On-premise LLMs Control and customization.mp4 -


     03 - On-premise LLMs Control and customization.srt -


     04 - Edge deployment Low latency and privacy.mp4 -


     04 - Edge deployment Low latency and privacy.srt -


     05 - Hybrid deployment Balancing flexibility and complexity.mp4 -


     05 - Hybrid deployment Balancing flexibility and complexity.srt -


     06 - Choosing the right deployment strategy.mp4 -


     06 - Choosing the right deployment strategy.srt -


     01 - Fine-tuning overview Tailoring LLMs to specific needs.mp4 -


     01 - Fine-tuning overview Tailoring LLMs to specific needs.srt -


     02 - Caching LLM responses Optimizing performance and cost.mp4 -


     02 - Caching LLM responses Optimizing performance and cost.srt -


     03 - Handling LLM failures Building a reliable retry system.mp4 -


     03 - Handling LLM failures Building a reliable retry system.srt -


     04 - Scaling Architectural patterns for LLM integration.mp4 -


     04 - Scaling Architectural patterns for LLM integration.srt -


     01 - Validating and sanitizing LLM inputs and outputs.mp4 -


     01 - Validating and sanitizing LLM inputs and outputs.srt -


     02 - Testing your LLM integration Strategies and best practices.mp4 -


     02 - Testing your LLM integration Strategies and best practices.srt -


     03 - Key metrics for LLM integration What to track.mp4 -


     03 - Key metrics for LLM integration What to track.srt -


     04 - Setting up alerts Monitoring your LLM integration.mp4 -


     04 - Setting up alerts Monitoring your LLM integration.srt -


     05 - Optimizing LLM costs in production.mp4 -


     05 - Optimizing LLM costs in production.srt -


     01 - Graceful degradation and transparent communication.mp4 -


     01 - Graceful degradation and transparent communication.srt -


     02 - Explainable AI Providing insights into LLM decisions.mp4 -


     02 - Explainable AI Providing insights into LLM decisions.srt -


     03 - Ethical considerations Bias, fairness, and responsible use.mp4 -


     03 - Ethical considerations Bias, fairness, and responsible use.srt -


     04 - LLM usage tracking and compliance.mp4 -


     04 - LLM usage tracking and compliance.srt -


     01 - LLMs for business growth Revisiting the potential.mp4 -


     01 - LLMs for business growth Revisiting the potential.srt -


     02 - Course summary and future learning.mp4 -


     02 - Course summary and future learning.srt -


     Bonus Resources.txt -

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