[ WebToolTip.com ] Building LLM-Powered Recommendation Systems

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Get Bonus Downloads Here.url

180 B

~Get Your Files Here !/01. Introduction/01. Discover the power of generative AI for recommendation systems.mp4

1.8 MB

~Get Your Files Here !/01. Introduction/01. Discover the power of generative AI for recommendation systems.srt

1.2 kB

~Get Your Files Here !/02. 1. High-Impact GenAI Enhancements for Recommenders/01. Choosing your GenAI tool LLMs, GANs, and diffusion.mp4

11 MB

~Get Your Files Here !/02. 1. High-Impact GenAI Enhancements for Recommenders/01. Choosing your GenAI tool LLMs, GANs, and diffusion.srt

8.2 kB

~Get Your Files Here !/02. 1. High-Impact GenAI Enhancements for Recommenders/02. Creating quality embeddings with sentence transformers.mp4

16 MB

~Get Your Files Here !/02. 1. High-Impact GenAI Enhancements for Recommenders/02. Creating quality embeddings with sentence transformers.srt

9.8 kB

~Get Your Files Here !/02. 1. High-Impact GenAI Enhancements for Recommenders/03. Foundational follow-up The core shift—From item IDs to semantic embeddings.mp4

7.5 MB

~Get Your Files Here !/02. 1. High-Impact GenAI Enhancements for Recommenders/03. Foundational follow-up The core shift—From item IDs to semantic embeddings.srt

6.0 kB

~Get Your Files Here !/02. 1. High-Impact GenAI Enhancements for Recommenders/04. Summarizing user history for better personalization.mp4

13 MB

~Get Your Files Here !/02. 1. High-Impact GenAI Enhancements for Recommenders/04. Summarizing user history for better personalization.srt

9.4 kB

~Get Your Files Here !/02. 1. High-Impact GenAI Enhancements for Recommenders/05. Solving item cold-start with cross-modal embeddings.mp4

7.8 MB

~Get Your Files Here !/02. 1. High-Impact GenAI Enhancements for Recommenders/05. Solving item cold-start with cross-modal embeddings.srt

6.2 kB

~Get Your Files Here !/02. 1. High-Impact GenAI Enhancements for Recommenders/06. Few-shot prompting for personalized explanations.mp4

14 MB

~Get Your Files Here !/02. 1. High-Impact GenAI Enhancements for Recommenders/06. Few-shot prompting for personalized explanations.srt

8.8 kB

~Get Your Files Here !/02. 1. High-Impact GenAI Enhancements for Recommenders/07. Data augmentation Creating hard negatives with LLMs.mp4

12 MB

~Get Your Files Here !/02. 1. High-Impact GenAI Enhancements for Recommenders/07. Data augmentation Creating hard negatives with LLMs.srt

8.8 kB

~Get Your Files Here !/02. 1. High-Impact GenAI Enhancements for Recommenders/08. Foundational follow-up Augment vs. replace—The LLMERS production pattern.mp4

9.3 MB

~Get Your Files Here !/02. 1. High-Impact GenAI Enhancements for Recommenders/08. Foundational follow-up Augment vs. replace—The LLMERS production pattern.srt

7.6 kB

~Get Your Files Here !/03. 2. Architecting GenAI-Native Recommender Systems/01. Foundational follow-up How LLMs understand—A primer on the transformer.mp4

7.7 MB

~Get Your Files Here !/03. 2. Architecting GenAI-Native Recommender Systems/01. Foundational follow-up How LLMs understand—A primer on the transformer.srt

6.0 kB

~Get Your Files Here !/03. 2. Architecting GenAI-Native Recommender Systems/02. The generative retrieval architecture.mp4

7.6 MB

~Get Your Files Here !/03. 2. Architecting GenAI-Native Recommender Systems/02. The generative retrieval architecture.srt

6.1 kB

~Get Your Files Here !/03. 2. Architecting GenAI-Native Recommender Systems/03. The key component Semantic item tokenization.mp4

7.6 MB

~Get Your Files Here !/03. 2. Architecting GenAI-Native Recommender Systems/03. The key component Semantic item tokenization.srt

5.8 kB

~Get Your Files Here !/03. 2. Architecting GenAI-Native Recommender Systems/04. Building conversational recommenders with tool use and RAG.mp4

8.7 MB

~Get Your Files Here !/03. 2. Architecting GenAI-Native Recommender Systems/04. Building conversational recommenders with tool use and RAG.srt

6.2 kB

~Get Your Files Here !/03. 2. Architecting GenAI-Native Recommender Systems/05. Multimodal fusion How cross-attention works.mp4

8.7 MB

~Get Your Files Here !/03. 2. Architecting GenAI-Native Recommender Systems/05. Multimodal fusion How cross-attention works.srt

5.4 kB

~Get Your Files Here !/03. 2. Architecting GenAI-Native Recommender Systems/06. Architectural challenge Managing long-term user memory.mp4

8.8 MB

~Get Your Files Here !/03. 2. Architecting GenAI-Native Recommender Systems/06. Architectural challenge Managing long-term user memory.srt

5.7 kB

~Get Your Files Here !/04. 3. Evaluating GenAI Recommenders Quality, Fairness, and Trust/01. Evaluating recommendation lists Diversity and novelty.mp4

9.0 MB

~Get Your Files Here !/04. 3. Evaluating GenAI Recommenders Quality, Fairness, and Trust/01. Evaluating recommendation lists Diversity and novelty.srt

6.7 kB

~Get Your Files Here !/04. 3. Evaluating GenAI Recommenders Quality, Fairness, and Trust/02. Evaluating generated text ROUGE, BLEU, and BERTScore.mp4

16 MB

~Get Your Files Here !/04. 3. Evaluating GenAI Recommenders Quality, Fairness, and Trust/02. Evaluating generated text ROUGE, BLEU, and BERTScore.srt

9.4 kB

~Get Your Files Here !/04. 3. Evaluating GenAI Recommenders Quality, Fairness, and Trust/03. The RAG architecture A deep dive into factual grounding.mp4

7.5 MB

~Get Your Files Here !/04. 3. Evaluating GenAI Recommenders Quality, Fairness, and Trust/03. The RAG architecture A deep dive into factual grounding.srt

6.2 kB

~Get Your Files Here !/04. 3. Evaluating GenAI Recommenders Quality, Fairness, and Trust/04. Red teaming Proactively finding failure modes.mp4

8.5 MB

~Get Your Files Here !/04. 3. Evaluating GenAI Recommenders Quality, Fairness, and Trust/04. Red teaming Proactively finding failure modes.srt

6.1 kB

~Get Your Files Here !/05. 4. Operationalizing GenAI Recommender Systems at Scale/01. Production infrastructure Vector databases and model serving.mp4

9.9 MB

~Get Your Files Here !/05. 4. Operationalizing GenAI Recommender Systems at Scale/01. Production infrastructure Vector databases and model serving.srt

7.1 kB

~Get Your Files Here !/05. 4. Operationalizing GenAI Recommender Systems at Scale/02. Foundational follow-up The two-tower model.mp4

9.6 MB

~Get Your Files Here !/05. 4. Operationalizing GenAI Recommender Systems at Scale/02. Foundational follow-up The two-tower model.srt

7.1 kB

~Get Your Files Here !/05. 4. Operationalizing GenAI Recommender Systems at Scale/03. Monitoring for embedding drift and quality degradation.mp4

8.7 MB

~Get Your Files Here !/05. 4. Operationalizing GenAI Recommender Systems at Scale/03. Monitoring for embedding drift and quality degradation.srt

7.0 kB

~Get Your Files Here !/05. 4. Operationalizing GenAI Recommender Systems at Scale/04. Scaling for inference Quantization and knowledge distillation.mp4

20 MB

~Get Your Files Here !/05. 4. Operationalizing GenAI Recommender Systems at Scale/04. Scaling for inference Quantization and knowledge distillation.srt

12 kB

~Get Your Files Here !/06. 5. Conclusion/01. Course summary.mp4

10 MB

~Get Your Files Here !/06. 5. Conclusion/01. Course summary.srt

6.2 kB

~Get Your Files Here !/06. 5. Conclusion/02. The future is agentic Designing recommenders as autonomous agents.mp4

11 MB

~Get Your Files Here !/06. 5. Conclusion/02. The future is agentic Designing recommenders as autonomous agents.srt

6.2 kB

~Get Your Files Here !/Bonus Resources.txt

70 B