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5 min
Mastering Enterprise-Grade LLM Deployment: Overcoming Production Challenges
MLOps World - MLOps World & Generative AI World 2024
Jaeman An
llm
deployment
enterprise-ai
machine-learning-operations
mlops
gpu-management
model-optimization
data-security
compliance
ai-infrastructure
latency-reduction
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
29 min
On-Device ML for LLMs: Post-Training Optimization Techniques with T5 and Beyond
MLOps World - MLOps World & Generative AI World 2024
Sri Raghu Malireddi
on-device-ml
llms
t5
model-optimization
quantization
pruning
layer-fusion
inference-optimization
latency-reduction
edge-devices
mlops
grammarly
30 min
Building Composite LLM Systems
MLOps World - MLOps World & Generative AI World 2024
Urmish Thakker
llm
large-language-models
open-source
artificial-intelligence
machine-learning
ensemble-methods
model-specialization
nlp
generative-ai
mlops
inference
training
27 min
Building Trust in ML Systems: Effective Stakeholder Communication
MLOps World - MLOps World & Generative AI World 2024
Joseph Tenini
machine-learning
mlops
stakeholder-management
communication
data-science
explainable-ai
model-deployment
business-intelligence
decision-making
uncertainty-quantification
process-improvement
26 min
From Paper to Production in 30 Minutes: Implementing code-less Gen AI Research
MLOps World - MLOps World & Generative AI World 2024
Aarushi Kansal
generative-ai
gen-ai
ai-engineering
llm
rag
prompt-engineering
episodic-memory
autogpt
agentic-applications
mlops
genops
production-deployment
34 min
DL-Backtrace: Unveiling Model Decisions
MLOps World - MLOps World & Generative AI World 2024
Vinay Kumar Sankarapu
deep-learning
explainable-ai
xai
model-explainability
mlops
machine-learning
artificial-intelligence
large-language-models
nlp
computer-vision
data-science
model-risk-management
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
1h 7m
Hands-on Scalable Edge to Core ML Pipelines
MLOps World - MLOps World & Generative AI World 2024
Debadyuti Roychowdhury
Sehyo Chang
mlops
machine-learning
edge-computing
ml-pipelines
distributed-systems
streaming-architecture
rust
webassembly
data-validation
model-deployment
observability
event-driven-architecture
29 min
Creating our own Private OpenAI API
MLOps World - MLOps World & Generative AI World 2024
Meryem Arik
Hannes Hapke
large-language-models
llms
private-api
openai-api
self-hosting
mlops
generative-ai
inference-optimization
quantization
gpu-utilization
api-gateway
kubernetes
42 min
AI as the Ultimate Inventor
MLOps World - MLOps World & Generative AI World 2024
Jepson Taylor
artificial-intelligence
generative-ai
machine-learning
mlops
reinforcement-learning
algorithm-design
deep-learning
llm
automation
ai-research
30 min
Evaluating LLM-Judge Evaluations: Best Practices
MLOps World - MLOps World & Generative AI World 2024
Aishwarya Reganti
llm
llm-evaluation
generative-ai
ai-collusion
evaluation-metrics
machine-learning
mlops
prompt-engineering
large-language-models
ai-bias
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