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35 min
Synthetic Data: Generative AI for Enhanced Data Quality in the Era of Foundational Models
MLOps World - MLOps World & Generative AI World 2024
Fabiana Clemente
foundational-models
data-augmentation
gan
data-democratization
generative-ai
synthetic-data
data-quality
llms
bias-mitigation
data-privacy
machine-learning
artificial-intelligence
generative-models
transformers
25 min
Mitigating RAG Hallucinations with Aporia Guardrails
MLOps World - MLOps World & Generative AI World 2024
rag
retrieval-augmented-generation
llm
large-language-models
ai
artificial-intelligence
hallucinations
guardrails
data-quality
natural-language-processing
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
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
27 min
Striking the Balance: Leveraging Human Intelligence with LLMs for Cost-Effective Annotations
MLOps World - MLOps World & Generative AI World 2024
Geoffrey LaPorte
Chris Stephens
ml-models
ai-solutions
computational-cost
human-intelligence
model-performance
experimental-design
data-annotation
machine-learning
large-language-models
llms
automation
data-quality
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
30 min
Driving GenAI Success in Production: Proven Approaches for Data Quality, Context, and Logging
MLOps World - MLOps World & Generative AI World 2024
Alison Cossette
generative-ai
genai
rag
data-quality
knowledge-graphs
mlops
neo4j
data-science
embeddings
cosine-similarity