pdefusco's repositories
CML_DataGen_Utils
Datagen Utility for dbldatagen in CML
CML_MLOps_Logistics_DEV
DEV Project for CML Logistics HOL
CML_MLOps_Telco_MLFlow
CML Demo focusing on MLOps in the Telco Industry including MLFlow, Spark, Iceberg, and XGBoost
CDE_121_HOL
Cloudera Data Engineering Hands on Lab based on Version 1.21
cde_3rdp_airflow_providers
A Repository Containing Examples of 3rd Party Airflow Providers in CDE
cde_airflow_python_envs
An example of a Python Environment used by a CDE Airflow Job
cde_cdepy_articles
Collection of Articles focused on CDEPY in Cloudera Data Engineering
CDE_CLI_Articles
Some useful commands you must know when you are using the CDE CLI
CDE_Demo_Auto_Deploy
An Automated, Dockerized CDE Demo including Spark, Airflow, and Iceberg.
cde_git_repo
A sample git repo containing code to demonstrate cde git integration available in version 1.20
cde_iceberg_articles
Collection of Articles focused on Apache Iceberg in Cloudera Data Engineering
CDE_Spark_Bucketing
Detailed Comparison of Spark Bucketing in Spark 3.2 and 3.3
CML_AMP_LLM_Chatbot_Augmented_with_Enterprise_Data_ESP
Enterprise Chatbot AMP with Model pretrained in Spanish
CML_Intro_HOL_042224
Repository for Intro to CML HOL
CML_MLops_Banking_MLFlow
Banking MLOps Demo with MLFlow
CML_MLOps_Healthcare_MLFlow
A demo of MLOps in Healthcare in CML with MLFlow, XGBoost, Spark and Iceberg
CML_MLOps_Healthcare_PRD
Artifacts to manage Registry Models in a PRD Workspace
CML_MLOps_Logistics_HOL
Hands On Labs of Cloudera Machine Learning in Logistics with Time Series Data
CML_MLOps_Logistics_Mlflow
Third and final piece of Logistics MLOps HOL focused on MLFLOW
CML_MLOps_Logistics_PRD
PRD Project for Logistics CML HOL
CML_PVC_Spark_Pushdown
How to Configure and Use Spark on Yarn from CML in CDP Private Cloud
CML_Serving_Demo
Demo of CML Serving
CML_trafico_170424
Artefactos para la análisis del trafico y el desarrollo de modelos de IA
gpu-optimization-workshop
Slides, notes, and materials for the workshop
sparknlp
SparkNLP Quickstart