Apache Airflow: Where Data Engineers and ML Engineers Meet
47 min

Apache Airflow: Where Data Engineers and ML Engineers Meet

MLOps World - MLOps World & Generative AI World 2024
Tamara Fingerlin
apache-airflow data-engineering mlops generative-ai python orchestration pipelines docker retrieval-augmented-generation llm machine-learning data-pipelines
MLOps Isn't That Hard: Modular Stack with Open-Source Tools
9 min

MLOps Isn't That Hard: Modular Stack with Open-Source Tools

MLOps World - MLOps World & Generative AI World 2024
Adam Probst
pipelines mlops machine-learning python open-source data-science devops deployment orchestration reproducibility automation
Evaluating LLMs and RAG Pipelines at Scale
36 min

Evaluating LLMs and RAG Pipelines at Scale

MLOps World - MLOps World & Generative AI World 2024
Eric Korman
valor llm rag mlops llm-ops pipelines language-models natural-language-processing data-management model-training model-deployment
RAG Hyperparameter Optimization: Translating a Traditional ML Design Pattern to RAG Applications
35 min

RAG Hyperparameter Optimization: Translating a Traditional ML Design Pattern to RAG Applications

MLOps World - MLOps World & Generative AI World 2024
Niels Bantilan
hyperparameter-optimization pipelines traditional-ml rag llm mlops ai generative-ai inference orchestration data-quality machine-learning
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
Connected Observability Pipelines in the OpenTelemetry Collector
27 min

Connected Observability Pipelines in the OpenTelemetry Collector

KubeCon + CloudNativeCon - KubeCon + CloudNativeCon Europe 2023
Dan Jaglowski
observability opentelemetry opentelemetry-collector pipelines data-processing data-collection telemetry-data cloud-native distributed-tracing
How to build stunning Data Science Web applications in Python
55 min

How to build stunning Data Science Web applications in Python

PyCon - PyCon US 2023
Vincent Gosselin Florian Jacta
python data-science web-application low-code taipy data-visualization pipelines gui machine-learning dashboards api
Building Scalable & Resilient Background Jobs for FinTech
31 min

Building Scalable & Resilient Background Jobs for FinTech

RubyConf - RubyConf 2024
Youssef Chaker
ruby background-jobs fintech scalability resiliency pipelines qless observability data-modeling cron-jobs ruby-on-rails