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It's Your Data, Master It.
Data Ingestion and Preprocessing with Liminal
Overview
Skills Needed
Learn to ingest and preprocess data with Liminal. Explore streaming data sources, batch processing techniques, and feature engineering with Liminal.
Basic knowledge of data processing concepts
Understanding of streaming data sources
Outline
Introduction to Data Ingestion and Preprocessing
Streaming Data Sources Integration
Batch Processing Pipelines with Liminal
Data Quality Assurance Techniques
Feature Engineering and Transformation
Data Augmentation Strategies
Handling Missing Values and Outliers
Time-series Data Processing
Data Versioning and Lineage Tracking
Best Practices for Data Ingestion and Preprocessing with Liminal
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