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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
41 min
Lessons learned from scaling large language models in production
MLOps World - MLOps World & Generative AI World 2024
Matt Squire
ray-serve
large-language-models
llm
rag
mlops
gpu
performance-optimization
inference
scaling
python
fastapi
kubernetes
vm
vector-database
49 min
What It Actually Takes to Deploy GenAI Applications to Enterprises: Custom Evaluation Models
MLOps World - MLOps World & Generative AI World 2024
Alexander Kvamme
Arjun Bansal
ai-deployment
evaluation-models
customer-support
genai
llm
llm-ops
prompt-engineering
enterprise-ai
data-analysis
ai-development
machine-learning
33 min
Why AI Apps Don't Work in Prod: AI Reliability Survey
MLOps World - MLOps World & Generative AI World 2024
Shreya Rajpal
ai
artificial-intelligence
mlops
machine-learning-operations
reliability
ai-engineering
llm
large-language-models
45 min
The BEST component for your RAG system
MLOps World - MLOps World & Generative AI World 2024
Jeffrey Kim
auto-ml
data-optimization
language-models
evaluation-data
human-in-the-loop
benchmark
rag
retrieval-augmented-generation
llm
natural-language-processing
information-retrieval
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
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
32 min
Mastering LLM Fine-Tuning
MLOps World - MLOps World & Generative AI World 2024
Maxime Labonne
data-generation
model-merging
supervise-fine-tuning
parameter-efficient-fine-tuning
peft
dpo
llm
fine-tuning
machine-learning
artificial-intelligence
lora
29 min
From Black Box to Glass Box: Interpreting your Model
MLOps World - MLOps World & Generative AI World 2024
Zachary Carrico
model-interpretability
saliency-maps
shap
grad-cam
activation-maximization
bias-reduction
machine-learning
deep-learning
neural-networks
mlops
computer-vision
58 min
Building AI Applications as a Developer
MLOps World - MLOps World & Generative AI World 2024
Roy Derks
Alex Seymour
tool-calling
developer-toolkit
watsonx-ai
ai
large-language-models
llm
rag
retrieval-augmented-generation
ai-agents
prompt-engineering
javascript
python
30 min
Fast Data Loading for Deep Learning Workloads with LakeFS Mount
MLOps World - MLOps World & Generative AI World 2024
Amit Kesarwani
data-versioning
lakefs
data-loading
git-like
data-consistency
data-lake
deep-learning
mlops
data-management
object-storage
data-pipelines
tensorflow
59 min
From Black Box to Mission Critical: Implementing Advanced AI Explainability and Alignment in FSIs
MLOps World - MLOps World & Generative AI World 2024
Vinay Kumar Sankarapu
ai-explainability
ai-alignment
financial-services
fsi
model-monitoring
ai
artificial-intelligence
explainable-ai
xai
machine-learning
mlops
risk-management
deep-learning
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