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30 min
How to Design and Build Resilient Machine Learning Systems
MLOps World - MLOps World & Generative AI World 2024
Dan Shiebler
adversarial-attacks
cyber-security
feedback-loop
machine-learning
mlops
resilience
data-modeling
model-training
production-ml
anomaly-detection
30 min
Learning from Extremes: What Fraud-Fighting at Scale Can Teach Us About MLOps Across Domains
MLOps World - MLOps World & Generative AI World 2024
Greg Kuhlmann
fraud-prevention
training-serving-consistency
mlops
machine-learning
real-time-ml
data-modeling
feature-engineering
observability
agile-development
data-pipelines
inference
scalability
36 min
From Model T to Machine Learning: A Glimpse into Ford's MLOps and Hybrid Infrastructure Strategy
MLOps World - MLOps World & Generative AI World 2024
Naiel Samaan
Valmir Bucaj
on-premise
google-cloud-platform
airflow
mlops
machine-learning
ai
hybrid-cloud
gcp
docker
kubernetes
data-modeling
devops
39 min
Lessons Learned: The Journey to Real-Time Machine Learning at Instacart
MLOps World - MLOps World & Generative AI World 2024
Guanghua Shu
real-time-ml
instacart
online-inference
streaming-infrastructure
flink
recommendation-systems
machine-learning
ml-platform
feature-store
model-serving
kafka
data-modeling
40 min
Customizable RAG Workflows with your Own Data
MLOps World - MLOps World & Generative AI World 2024
Christy Bergman
milvus
zilliz
semantic-similarity
rag
generative-ai
llm
vector-databases
langchain
hugging-face
embeddings
retrieval-augmented-generation
data-modeling
40 min
Function Calling for LLMs: RAG without a Vector Database
MLOps World - MLOps World & Generative AI World 2024
Jim Dowling
feature-store
llm
rag
function-calling
vector-database
ai
data-modeling
natural-language-processing
retrieval-augmented-generation
api
machine-learning
29 min
Code Generation Agents: Architecture, Data Modeling Challenges, and Production-Ready Considerations
MLOps World - MLOps World & Generative AI World 2024
Lee Twito
Alon Gubkin
ai
generative-ai
multi-agent-systems
code-generation
mlops
rag
data-modeling
llm
graphrag
abstract-syntax-tree
testing
52 min
MLOps for Time Series in Production
MLOps World - MLOps World & Generative AI World 2024
Eddie Mattia
mlops
time-series
machine-learning
data-science
python
xgboost
metaflow
outerbounds
batch-inference
data-modeling
postgresql
kubernetes
ci-cd
30 min
Building Multimodal LLMs for Product Taxonomy at Shopify
MLOps World - MLOps World & Generative AI World 2024
Kshetrajna Raghavan
llm
multimodal-llm
generative-ai
machine-learning
mlops
production-ml
shopify
product-taxonomy
data-modeling
computer-vision
natural-language-processing
image-classification
gcp
hugging-face
ray
sky-pilot
triton
inference
36 min
Cloud Native Edge Computing with KubeEdge: Updates and Future
KubeCon + CloudNativeCon - KubeCon + CloudNativeCon Europe 2023
Kevin Wang
Yin Ding
cloud-native
edge-computing
kubeedge
kubernetes
container-runtime
iot
ai-workload
federated-learning
robotics
data-modeling
cloud-to-edge
open-source
45 min
Scaling Databases at Activision
KubeCon + CloudNativeCon - KubeCon + CloudNativeCon Europe 2023
Greg Smith
Vladimir Kovacik
vitess
kubernetes
database-scaling
mysql
sharding
cloud-native
operator
performance-tuning
data-modeling
scalability
devops
distributed-systems
38 min
OpenTelemetry: Using Unified Semantics to Drive Insights + Project Update
KubeCon + CloudNativeCon - KubeCon + CloudNativeCon Europe 2023
Morgan McLean
Alolita Sharma
Daniel Dyla
Ted Young
opentelemetry
observability
semantic-conventions
tracing
collector
kubecon
cloud-native
telemetry
data-modeling
profiling
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