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Mastering Enterprise-Grade LLM Deployment: Overcoming Production Challenges
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
Code Smarter, Not Harder: Generative AI in the Software Development Lifecycle
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
On-Device ML for LLMs: Post-Training Optimization Techniques with T5 and Beyond
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
Building Composite LLM Systems
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
Building Trust in ML Systems: Effective Stakeholder Communication
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
From Paper to Production in 30 Minutes: Implementing code-less Gen AI Research
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
DL-Backtrace: Unveiling Model Decisions
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
MLOps for Time Series in Production
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
Hands-on Scalable Edge to Core ML Pipelines
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
Creating our own Private OpenAI API
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
AI as the Ultimate Inventor
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
Evaluating LLM-Judge Evaluations: Best Practices
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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