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Fast and Reproducible: Taming AI/ML Dependencies
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
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
Building a Multimodal RAG: A Step-by-Step Guide
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
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
Driving GenAI Success in Production: Proven Approaches for Data Quality, Context, and Logging
30 min

Driving GenAI Success in Production: Proven Approaches for Data Quality, Context, and Logging

MLOps World - MLOps World & Generative AI World 2024
Alison Cossette
generative-ai genai rag data-quality knowledge-graphs mlops neo4j data-science embeddings cosine-similarity
Building GenAI Infrastructure
13 min

Building GenAI Infrastructure

MLOps World - MLOps World & Generative AI World 2024
Shreya Rajpal
generative-ai genai ai-infrastructure mlops large-language-models llm ai-safety ai-reliability ai-governance ethical-ai monitoring validation
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
Streamlining AI Deployments
8 min

Streamlining AI Deployments

MLOps World - MLOps World & Generative AI World 2024
Vasilis Vagias
ai llm mlops deployment optimization inference compiler pytorch docker gpu api
Finding the Hidden Drivers of AI Business Value
10 min

Finding the Hidden Drivers of AI Business Value

MLOps World - MLOps World & Generative AI World 2024
Jakob Frick
generative-ai ai-impact business-value mlops ml-in-production llm frameworks value-creation ai-products performance-optimization
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