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Data Versioning in Generative AI: A Pathway to Cost-effective ML
36 min

Data Versioning in Generative AI: A Pathway to Cost-effective ML

MLOps World - MLOps World & Generative AI World 2024
Dmitry Petrov
dataset-sharing annotations generative-ai ml data-versioning machine-learning dvc cost-optimization collaboration embeddings
Empowering Data Science Teams: Harnessing AI with Appen
31 min

Empowering Data Science Teams: Harnessing AI with Appen

MLOps World - MLOps World & Generative AI World 2024
Sasha McGrath Geoffrey LaPorte
training-data ai data-science machine-learning llm generative-ai data-annotation data-quality collaboration model-building
From Idea to Production: AI Infra for Scaling LLM Apps
39 min

From Idea to Production: AI Infra for Scaling LLM Apps

MLOps World - MLOps World & Generative AI World 2024
Guy Eshet
llm ai ai-infrastructure llm-ops prompt-engineering model-deployment gpu data-pipelines rag cost-optimization generative-ai llm-applications
Running prompts at CI does not make your GenAI app enterprise ready
33 min

Running prompts at CI does not make your GenAI app enterprise ready

MLOps World - MLOps World & Generative AI World 2024
Jakob Frick
production-ai genai generative-ai llm large-language-models enterprise-ai continuous-integration ci-cd observability telemetry prompt-engineering testing
Making Enterprise GenAI Safe and Effective - Tools and Approaches
36 min

Making Enterprise GenAI Safe and Effective - Tools and Approaches

MLOps World - MLOps World & Generative AI World 2024
Rahm Hafiz Dan Adamson
moderation constitutional-ai privacy security bias-detection data-leakage prompt-injection enterprise-ai retrieval-augmented-generation rag api fine-tuning guardrails large-language-models llm ai-safety generative-ai genai
LeRobot: Democratizing Robotics
45 min

LeRobot: Democratizing Robotics

MLOps World - MLOps World & Generative AI World 2024
Remi Cadene
humanoid-robotics robot-arms diff-models transformers robotics generative-ai deep-learning python open-source ai llm
LLMidas' Touch; Safely Adopting GenAI for Production Use Cases
59 min

LLMidas' Touch; Safely Adopting GenAI for Production Use Cases

MLOps World - MLOps World & Generative AI World 2024
Gon Rappaport
prompt-injection hallucinations generative-ai genai llm large-language-models mlops production-ml rag ai-security data-governance ai-ethics
Open-Ended and AI Generating Algorithms in the Era of Foundation Models
46 min

Open-Ended and AI Generating Algorithms in the Era of Foundation Models

MLOps World - MLOps World & Generative AI World 2024
Jeff Clune
foundation-models quality-diversity open-ended-algorithms ai-generating-algorithms evolutionary-algorithms algorithmic-innovation artificial-intelligence machine-learning large-language-models reinforcement-learning deep-learning generative-ai
RAG Hyperparameter Optimization: Translating a Traditional ML Design Pattern to RAG Applications
35 min

RAG Hyperparameter Optimization: Translating a Traditional ML Design Pattern to RAG Applications

MLOps World - MLOps World & Generative AI World 2024
Niels Bantilan
hyperparameter-optimization pipelines traditional-ml rag llm mlops ai generative-ai inference orchestration data-quality machine-learning
Robustness with Sidecars: Weak To Strong Supervision For Making Generative AI Robust For Enterprise
30 min

Robustness with Sidecars: Weak To Strong Supervision For Making Generative AI Robust For Enterprise

MLOps World - MLOps World & Generative AI World 2024
Dan Adamson
llm-security llm-compliance ai-hallucination ai-bias data-leakage ai-architecture weak-to-strong-supervision generative-ai-models generative-ai ai-safety enterprise-ai ai-governance
LLMs Alone Do Not Solve Business Problems
27 min

LLMs Alone Do Not Solve Business Problems

MLOps World - MLOps World & Generative AI World 2024
Marinela Profi
generative-ai llms ai data-readiness data-quality nlp synthetic-data risk-management governance technical-debt machine-learning
Measuring the Minds of Machines: Evaluating Generative AI Systems
30 min

Measuring the Minds of Machines: Evaluating Generative AI Systems

MLOps World - MLOps World & Generative AI World 2024
Jineet Doshi
generative-ai llm llm-ops human-evaluation llm-as-judge security rag agents tool-use
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