| 01 - Choosing your LLM provider Navigating the LLM landscape.mp4 | 7.6 MB | ||
| 01 - Choosing your LLM provider Navigating the LLM landscape.srt | 7.1 KB | ||
| 01 - Course introduction and prerequisites.mp4 | 2.6 MB | ||
| 01 - Course introduction and prerequisites.srt | 1.1 KB | ||
| 01 - Fine-tuning overview Tailoring LLMs to specific needs.mp4 | 6.8 MB | ||
| 01 - Fine-tuning overview Tailoring LLMs to specific needs.srt | 7.1 KB | ||
| 01 - Graceful degradation and transparent communication.mp4 | 8.5 MB | ||
| 01 - Graceful degradation and transparent communication.srt | 6.3 KB | ||
| 01 - LLMs for business growth Revisiting the potential.mp4 | 9.2 MB | ||
| 01 - LLMs for business growth Revisiting the potential.srt | 6.4 KB | ||
| 01 - Understanding deployment options.mp4 | 10.4 MB | ||
| 01 - Understanding deployment options.srt | 6.7 KB | ||
| 01 - Validating and sanitizing LLM inputs and outputs.mp4 | 6.5 MB | ||
| 01 - Validating and sanitizing LLM inputs and outputs.srt | 6.4 KB | ||
| 01 - What LLMs can (and can't) do in production.mp4 | 13.1 MB | ||
| 01 - What LLMs can (and can't) do in production.srt | 6.1 KB | ||
| 02 - API-based access Simplifying LLM integration.mp4 | 7.8 MB | ||
| 02 - API-based access Simplifying LLM integration.srt | 8.3 KB | ||
| 02 - Caching LLM responses Optimizing performance and cost.mp4 | 6.9 MB | ||
| 02 - Caching LLM responses Optimizing performance and cost.srt | 6.2 KB | ||
| 02 - Cloud-based LLMs Advantages and disadvantages.mp4 | 8.7 MB | ||
| 02 - Cloud-based LLMs Advantages and disadvantages.srt | 8.4 KB | ||
| 02 - Course summary and future learning.mp4 | 15.2 MB | ||
| 02 - Course summary and future learning.srt | 6.1 KB | ||
| 02 - Deep dive into LLMs Recap of the mechanics.mp4 | 6.7 MB | ||
| 02 - Deep dive into LLMs Recap of the mechanics.srt | 6.2 KB | ||
| 02 - Explainable AI Providing insights into LLM decisions.mp4 | 9.7 MB | ||
| 02 - Explainable AI Providing insights into LLM decisions.srt | 6.6 KB | ||
| 02 - Testing your LLM integration Strategies and best practices.mp4 | 6.8 MB | ||
| 02 - Testing your LLM integration Strategies and best practices.srt | 7.1 KB | ||
| 03 - Ethical considerations Bias, fairness, and responsible use.mp4 | 8.4 MB | ||
| 03 - Ethical considerations Bias, fairness, and responsible use.srt | 6.7 KB | ||
| 03 - Handling LLM failures Building a reliable retry system.mp4 | 7.4 MB | ||
| 03 - Handling LLM failures Building a reliable retry system.srt | 6.8 KB | ||
| 03 - Hands-on your first LLM integration.mp4 | 4.8 MB | ||
| 03 - Hands-on your first LLM integration.srt | 4.3 KB | ||
| 03 - Key metrics for LLM integration What to track.mp4 | 8 MB | ||
| 03 - Key metrics for LLM integration What to track.srt | 7.2 KB | ||
| 03 - On-premise LLMs Control and customization.mp4 | 7.2 MB | ||
| 03 - On-premise LLMs Control and customization.srt | 7.2 KB | ||
| 03 - Prompt engineering techniques to improve LLM output.mp4 | 6.7 MB | ||
| 03 - Prompt engineering techniques to improve LLM output.srt | 7.7 KB | ||
| 04 - Cross-functional team for LLM integration.mp4 | 8.5 MB | ||
| 04 - Cross-functional team for LLM integration.srt | 7.7 KB | ||
| 04 - Edge deployment Low latency and privacy.mp4 | 7.7 MB | ||
| 04 - Edge deployment Low latency and privacy.srt | 7.2 KB | ||
| 04 - LLM usage tracking and compliance.mp4 | 6.8 MB | ||
| 04 - LLM usage tracking and compliance.srt | 6.7 KB | ||
| 04 - Scaling Architectural patterns for LLM integration.mp4 | 8.2 MB | ||
| 04 - Scaling Architectural patterns for LLM integration.srt | 9 KB | ||
| 04 - Setting up alerts Monitoring your LLM integration.mp4 | 6 MB | ||
| 04 - Setting up alerts Monitoring your LLM integration.srt | 6.1 KB | ||
| 04 - Sync vs. Async Integrating LLMs effectively.mp4 | 7.2 MB | ||
| 04 - Sync vs. Async Integrating LLMs effectively.srt | 6.1 KB | ||
| 05 - Hybrid deployment Balancing flexibility and complexity.mp4 | 7.9 MB | ||
| 05 - Hybrid deployment Balancing flexibility and complexity.srt | 7.7 KB | ||
| 05 - Optimizing LLM costs in production.mp4 | 7.9 MB | ||
| 05 - Optimizing LLM costs in production.srt | 7.1 KB | ||
| 05 - Real-time data pipelines for LLM integration.mp4 | 7.9 MB | ||
| 05 - Real-time data pipelines for LLM integration.srt | 7.2 KB | ||
| 06 - Choosing the right deployment strategy.mp4 | 7 MB | ||
| 06 - Choosing the right deployment strategy.srt | 7.4 KB | ||
| 06 - Secure LLM integration API keys, rate limiting, and data access.mp4 | 9.5 MB | ||
| 06 - Secure LLM integration API keys, rate limiting, and data access.srt | 7.3 KB | ||
| Bonus Resources.txt | 102.4 B | ||
| Get Bonus Downloads Here.url | 204.8 B | ||
| ▲ 66 total files | |||
Integrating AI into the Product Architecture
https://WebToolTip.com
Released 05/2025
With Jigyasa Grover
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Skill level: Intermediate | Genre: eLearning | Language: English + subtitle | Duration: 2h 20m 41s | Size: 253 MB
Learn the skills that can help you seamlessly integrate AI models into product architectures.
Course details
This course equips developers, machine learning engineers, and AI engineers with the essential knowledge and practical skills to seamlessly integrate AI models into product architectures. Explore effective collaboration techniques with data science teams, best practices for comprehensive model testing and validation, and proven architectural patterns for scaling and deploying AI-powered applications. The course also covers crucial UX/UI considerations to build trustworthy, interpretable, and ethical AI-infused products.
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Collaborative AI - Integrating AI and Human Teams by PracticalGrowth Inc. Posted by
freecoursewb in Other
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3.4 GB | freecoursewb | 3 months | 1 | 4 |
| 446 MB | freecoursewb | 11 months | 0 | 0 | |
| 410.1 MB | freecoursewb | 2 years | 7 | 6 | |
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[ FreeCourseWeb ] Udemy - Master Designing, Integrating & Deploying Enterprise Ai Apps Posted by
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