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react
python
javascript
typescript
ruby-on-rails
ruby
machine-learning
kubernetes
30 min
Fast and Reproducible: Taming AI/ML Dependencies
MLOps World - MLOps World & Generative AI World 2024
Savin Goyal
mlops
ai
ml
dependency-management
python
conda
pip
docker
reproducibility
metaflow
data-science
ml-stack
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
24 min
Large Language Model Training and Serving at LinkedIn
MLOps World - MLOps World & Generative AI World 2024
Dre Olgiati
llm
large-language-models
ai
machine-learning
mlops
training
gpu
kubernetes
python
tensorflow
pytorch
kernels
optimization
memory-management
transformer
17 min
Revolutionizing Cloud Storage: From Petabytes to Intelligence
MLOps World - MLOps World & Generative AI World 2024
Vinit Dhatrak
cloud-storage
data-growth
cloud-platforms
azure
ai
machine-learning
data-management
distributed-systems
microservices
rest-apis
scalability
cost-efficiency
1h 5m
Building a Multimodal RAG: A Step-by-Step Guide
MLOps World - MLOps World & Generative AI World 2024
Ivan Nardini
Holt Skinner
rag
gemini
vertex-ai
generative-ai
llm
multimodal-ai
ai-ml
google-cloud
embeddings
vector-database
data-processing
python
31 min
Evolving with AI: Insights from Nylas' Generative AI Journey
MLOps World - MLOps World & Generative AI World 2024
Nadia Rauch
generative-ai
ai
machine-learning
llm
large-language-models
nylas
automation
developer-workflow
api-development
data-annotation
model-deployment
python
34 min
The Future of AI Development Agents
MLOps World - MLOps World & Generative AI World 2024
Graham Neubig
ai-agents
software-development
machine-learning
mlops
code-generation
llm
autonomy
testing
debugging
devops
github
docker
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
13 min
Building GenAI Infrastructure
MLOps World - MLOps World & Generative AI World 2024
Shreya Rajpal
generative-ai
genai
ai-infrastructure
mlops
large-language-models
llm
ai-safety
ai-reliability
ai-governance
ethical-ai
monitoring
validation
11 min
Supercharge ML Teams: ZenML's Real World Impact in the MLOps Jungle
MLOps World - MLOps World & Generative AI World 2024
Adam Probst
mlops
machine-learning
zenml
pipelines
experiment-tracking
reproducibility
scalability
collaboration
deployment
python
cloud-deployments
data-science
8 min
Streamlining AI Deployments
MLOps World - MLOps World & Generative AI World 2024
Vasilis Vagias
ai
llm
mlops
deployment
optimization
inference
compiler
pytorch
docker
gpu
api
10 min
Finding the Hidden Drivers of AI Business Value
MLOps World - MLOps World & Generative AI World 2024
Jakob Frick
generative-ai
ai-impact
business-value
mlops
ml-in-production
llm
frameworks
value-creation
ai-products
performance-optimization
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