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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 Multimodal LLMs for Product Taxonomy at Shopify
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
Large Language Model Training and Serving at LinkedIn
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
Revolutionizing Cloud Storage: From Petabytes to Intelligence
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
Evolving with AI: Insights from Nylas' Generative AI Journey
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
The Future of AI Development Agents
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
Supercharge ML Teams: ZenML's Real World Impact in the MLOps Jungle
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
Multimodal Agents You Can Deploy Anywhere
10 min

Multimodal Agents You Can Deploy Anywhere

MLOps World - MLOps World & Generative AI World 2024
David Cheng
ai generative-ai multimodal-ai machine-learning mlops artificial-intelligence agents deployment cloud-computing on-premises edge-ai video-analysis speech-translation document-understanding
Panel: The Current Investment Landscape. Opportunities & Challenges in ML/Gen AI
50 min

Panel: The Current Investment Landscape. Opportunities & Challenges in ML/Gen AI

MLOps World - MLOps World & Generative AI World 2024
George Mathew Prerna Sharma Mark Weber
artificial-intelligence machine-learning generative-ai venture-capital investment-landscape startups early-stage-investing seed-stage series-a series-b ai-strategy tech-investment
Intuitโ€™s Customer Centric Observability Journey Using AIOps
25 min

Intuitโ€™s Customer Centric Observability Journey Using AIOps

KubeCon + CloudNativeCon - KubeCon + CloudNativeCon Europe 2023
Vigith Maurice Amit Kalamkar
aiops observability kubernetes cncf stream-processing machine-learning data-platform tracing anomaly-detection real-time-analytics numaproject numaflow numalogic
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