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
QA in ML
28 min

QA in ML

MLOps World - MLOps World & Generative AI World 2024
Serg Masis
quality-assurance secops machine-learning mlops data-science qa ai artificial-intelligence explainable-ai data-engineering devops reliability
Avoid ML OOps with ML Ops: A modular approach to scaling Forethought’s E2E ML Platform
51 min

Avoid ML OOps with ML Ops: A modular approach to scaling Forethought’s E2E ML Platform

MLOps World - MLOps World & Generative AI World 2024
Salina Wu
sagemaker spark dagster feature-engineering data-drift mlops machine-learning data-engineering devops ci-cd model-serving ml-training
The Who, What, and Why of Data Lake Table Formats
48 min

The Who, What, and Why of Data Lake Table Formats

MLOps World - MLOps World & Generative AI World 2024
Alex Merced
data-lakehouse table-formats apache-hudi delta-lake data-partitioning z-order-sorting schema-evolution data-lake apache-iceberg data-management data-engineering metadata
Building ML and GenAI Systems with Metaflow
48 min

Building ML and GenAI Systems with Metaflow

MLOps World - MLOps World & Generative AI World 2024
Ville Tuulos
ai-systems ml machine-learning genai generative-ai metaflow data-engineering model-training inference python mlops
Developing on Google Cloud with Python and DataFrames
41 min

Developing on Google Cloud with Python and DataFrames

PyCon - PyCon US 2023
Jason Davenport
python google-cloud bigquery data-frames data-engineering analytics cloud-computing developer-advocacy serverless jupyter-notebooks apache-iceberg remote-functions
I Don't Want to Be a Python Expert
26 min

I Don't Want to Be a Python Expert

PyCon - PyCon US 2023
James Powell
python generators iterators design-patterns api-design data-analysis scientific-computing data-engineering scipy numpy pandas xarray