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🔄 Data Engineering

ETL pipelines, data warehousing, streaming, orchestration and lakehouse architecture

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Why AI Agents Shouldn't Replace Your Fraud Models
Data Engineering
Why AI Agents Shouldn't Replace Your Fraud Models
MLOps.community Intermediate 1mo ago
Iceberg is harder than you think
Data Engineering
Iceberg is harder than you think
MLOps.community Intermediate 5mo ago
Evaluation-Driven Development with MLflow 3.0
Data Engineering
Evaluation-Driven Development with MLflow 3.0
MLOps.community Intermediate 10mo ago
The Reliability Gap: ML vs. Production Teams
Data Engineering
The Reliability Gap: ML vs. Production Teams
MLOps.community Intermediate 1y ago
Kubernetes, AI Gateways, and the Future of MLOps // Alexa Griffith // MLOps Podcast #294
Data Engineering
Kubernetes, AI Gateways, and the Future of MLOps // Alexa Griffith // MLOps Podcast #294
MLOps.community Intermediate 1y ago
Scaling your data and AI from 0-100 with open source
Data Engineering
Scaling your data and AI from 0-100 with open source
MLOps.community Intermediate 1y ago
Exploring SQLmesh
Data Engineering
Exploring SQLmesh
MLOps.community Intermediate 1y ago
How to Make Your Data Science Reproducible (and Why You Should Care)
Data Engineering
How to Make Your Data Science Reproducible (and Why You Should Care)
MLOps.community Intermediate 1y ago
The Future of Software Architecture for GenAI: Real-Time Data Streaming
Data Engineering
The Future of Software Architecture for GenAI: Real-Time Data Streaming
MLOps.community Intermediate 1y ago
How Data Capture Transforms ML Observability
Data Engineering ⚡ AI Lesson
How Data Capture Transforms ML Observability
MLOps.community Intermediate 1y ago
Real-Time Event Processing for AI/ML with Numaflow // Sri Harsha Yayi // DE4AI
Data Engineering
Real-Time Event Processing for AI/ML with Numaflow // Sri Harsha Yayi // DE4AI
MLOps.community Intermediate 1y ago
Engineering Your AI Platform // Panel // DE4AI
Data Engineering
Engineering Your AI Platform // Panel // DE4AI
MLOps.community Intermediate 1y ago
Putting the AI back in Medallion Lake Design // Simon Whiteley
Data Engineering ⚡ AI Lesson
Putting the AI back in Medallion Lake Design // Simon Whiteley
MLOps.community Intermediate 1y ago
How To Cut Your Data Infrastructure Costs in Half
Data Engineering
How To Cut Your Data Infrastructure Costs in Half
MLOps.community Intermediate 1y ago
DuckDB is fast for analytics, but what can it do for AI? // Mehdi Ouazza // DE4AI
Data Engineering
DuckDB is fast for analytics, but what can it do for AI? // Mehdi Ouazza // DE4AI
MLOps.community Intermediate 1y ago
Building a Data Infrastructure for AI/ML
Data Engineering ⚡ AI Lesson
Building a Data Infrastructure for AI/ML
MLOps.community Intermediate 1y ago
BigQuery Feature Store // Nicolas Mauti // MLOps Podcast #255
Data Engineering ⚡ AI Lesson
BigQuery Feature Store // Nicolas Mauti // MLOps Podcast #255
MLOps.community Intermediate 1y ago
Navigating the Emerging LLMOps Stack // Hien Luu // AI in Production Conference Lightning Talk
Data Engineering
Navigating the Emerging LLMOps Stack // Hien Luu // AI in Production Conference Lightning Talk
MLOps.community Intermediate 2y ago
Productionizing AI: How to Think From the End // Annie Condon // AI in Production Conference
Data Engineering ⚡ AI Lesson
Productionizing AI: How to Think From the End // Annie Condon // AI in Production Conference
MLOps.community Intermediate 2y ago
Importance of Clean Code // Matt Sharp // MLOps Podcast #160 short clip
Data Engineering
Importance of Clean Code // Matt Sharp // MLOps Podcast #160 short clip
MLOps.community Intermediate 3y ago
From Idea to Product: The Development of Apache Spark
Data Engineering
From Idea to Product: The Development of Apache Spark
MLOps.community Intermediate 3y ago
Understanding User Needs in Machine Learning and AI Development
Data Engineering
Understanding User Needs in Machine Learning and AI Development
MLOps.community Intermediate 3y ago
Spark and MLflow Similarities // Matei Zaharia // MLOps Podcast #155 short clip
Data Engineering ⚡ AI Lesson
Spark and MLflow Similarities // Matei Zaharia // MLOps Podcast #155 short clip
MLOps.community Intermediate 3y ago
The Birth and Growth of Spark: An Open Source Success Story // Matei Zaharia // MLOps Podcast #155
Data Engineering ⚡ AI Lesson
The Birth and Growth of Spark: An Open Source Success Story // Matei Zaharia // MLOps Podcast #155
MLOps.community Intermediate 3y ago
Balancing Technical Debt and Future Thinking in Product Development
Data Engineering ⚡ AI Lesson
Balancing Technical Debt and Future Thinking in Product Development
MLOps.community Intermediate 3y ago
Managing Data on DAG Store // Stephen Bailey // MLOps Podcast #141 video clip
Data Engineering
Managing Data on DAG Store // Stephen Bailey // MLOps Podcast #141 video clip
MLOps.community Intermediate 3y ago
MLflow Pipelines: Opinionated ML Pipelines in MLflow // Xiangrui Meng // Coffee Sessions #112
Data Engineering
MLflow Pipelines: Opinionated ML Pipelines in MLflow // Xiangrui Meng // Coffee Sessions #112
MLOps.community Intermediate 3y ago
Building a Movie Recommendation System on Tecton with Snowflake // David Hershey //MLOps Meetup #102
Data Engineering
Building a Movie Recommendation System on Tecton with Snowflake // David Hershey //MLOps Meetup #102
MLOps.community Intermediate 4y ago
Durable Data Discovery: Making Exploratory Analysis Stick // James Campbell //  MLOps Meetup #86
Data Engineering ⚡ AI Lesson
Durable Data Discovery: Making Exploratory Analysis Stick // James Campbell // MLOps Meetup #86
MLOps.community Intermediate 4y ago
MLOps: Airflow Pros and Cons
Data Engineering
MLOps: Airflow Pros and Cons
MLOps.community Intermediate 6y ago
📚 Continue on Coursera External links · Free to audit
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Google BigQuery for Data and ML Engineers
📚 External: Coursera ↗
Self-paced
Google BigQuery for Data and ML Engineers
Opens on Coursera ↗
Data Modeling, Transformation, and Serving
📚 External: Coursera ↗
Self-paced
Data Modeling, Transformation, and Serving
Opens on Coursera ↗
Data Engineering Workflow Orchestration with Airflow
📚 External: Coursera ↗
Self-paced
Data Engineering Workflow Orchestration with Airflow
Opens on Coursera ↗
Snowflake - Build and Architect Data Pipelines Using AWS
📚 External: Coursera ↗
Self-paced
Snowflake - Build and Architect Data Pipelines Using AWS
Opens on Coursera ↗
Fundamentals of Azure Databricks
📚 External: Coursera ↗
Self-paced
Fundamentals of Azure Databricks
Opens on Coursera ↗
Data Warehousing and Integration Part 2
📚 External: Coursera ↗
Self-paced
Data Warehousing and Integration Part 2
Opens on Coursera ↗