Data Engineering with AI: ETL, Data Lakes, and Analytics
Introduction
AI can enhance data engineering by automating ETL processes, optimizing data pipelines, and improving data quality.
AI-Enhanced Data Engineering
// AI-powered ETL pipeline
class AIETLPipeline {
async processData(rawData: RawData): Promise {
const cleanedData = await this.aiModel.cleanData(rawData);
const transformedData = await this.aiModel.transformData(cleanedData);
const validatedData = await this.aiModel.validateData(