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
Investigating the Evolution of Evaluation from Model Training to GenAI Inference
39 min

Investigating the Evolution of Evaluation from Model Training to GenAI Inference

MLOps World - MLOps World & Generative AI World 2024
Anish Shah
generative-ai large-language-models llm evaluation-metrics model-training fine-tuning ai-ethics bias-detection toxicity-detection natural-language-processing machine-learning
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
GenAI ROI: From Pilot to Profit
33 min

GenAI ROI: From Pilot to Profit

MLOps World - MLOps World & Generative AI World 2024
Ilyas Iyoob
generative-ai genai roi artificial-intelligence machine-learning mlops enterprise-ai pilot-paralysis scalability data-science business-intelligence
Agentic AI: Learning Iteratively, Acting Autonomously
31 min

Agentic AI: Learning Iteratively, Acting Autonomously

MLOps World - MLOps World & Generative AI World 2024
Fatma Tarlaci
ai-agents agentic-ai autonomous-systems machine-learning llms iterative-learning multi-agent-systems mlops investment finance supply-chain-optimization healthcare customer-service
Building with Mistral AI
29 min

Building with Mistral AI

MLOps World - MLOps World & Generative AI World 2024
Sophia Yang
ai mistral-ai large-language-models llm multimodal-models open-source-ai fine-tuning ai-agents function-calling generative-ai mlops developer-relations