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1h 12m
Building Agentic and Multi-Agent Systems with LangGraph
MLOps World - MLOps World & Generative AI World 2024
Greg Loughnane
Chris Alexiuk
llm
langchain
langgraph
agentic-systems
multi-agent-systems
rag
function-calling
python
ai-engineering
llm-applications
tool-use
state-machines
1h 23m
A Data Scientist's Guide to Unit & End-to-End Testing
MLOps World - MLOps World & Generative AI World 2024
Vatsal Patel
machine-learning
mlops
testing
unit-testing
end-to-end-testing
test-driven-development
ci-cd
python
pytest
mocking
dependency-injection
29 min
AutoGen: Enabling Next Gen AI Applications via Multi Agent Conversation
MLOps World - MLOps World & Generative AI World 2024
Qingyun Wu
ai
generative-ai
multi-agent-systems
conversational-ai
ai-agents
llm
large-language-models
frameworks
programming-framework
python
machine-learning
mlops
1h 40m
Build Multi-Agent Architectures
MLOps World - MLOps World & Generative AI World 2024
Pablo Salvador Lopez
multi-agent-systems
ai
llm
llm-ops
autogen
semantic-kernel
agent-architecture
mlops
generative-ai
orchestration
python
30 min
Code Smarter, Not Harder: Generative AI in the Software Development Lifecycle
MLOps World - MLOps World & Generative AI World 2024
Keri Olsen
generative-ai
ai-coding-assistants
software-development-lifecycle
sdlc
ibm-watsonx-code-assistant
code-generation
code-explanation
test-case-generation
application-modernization
java
python
go
c
javascript
typescript
cobol
automation
mlops
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
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
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
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
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
11 min
Nebuly's LLM User Feedback Loop
MLOps World - MLOps World & Generative AI World 2024
Zunair Waseem
llm
ai
feedback-loop
user-feedback
mlops
generative-ai
conversational-ai
product-improvement
prompt-engineering
python
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