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CodeSignal

Large Data Handling Techniques in TS

via CodeSignal

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Overview

Learn efficient techniques for managing large datasets. From compressed file management with `zipfile` and `tarfile`, to batch processing, this course equips you to handle data at scale.

Syllabus

  • Unit 1: Managing Compressed Data with TypeScript
    • Working with Zip Archives in TypeScript
    • Read and Process Data from a Zip Archive Using TypeScript
    • Adjust Cosmic Object Sorting Task
    • Extracting and Filtering JSON Data from a Zip Archive
    • Extracting Unique Authors from Zipped CSV Data
  • Unit 2: Writing Data in Batches with TypeScript
    • Writing Random Data to CSV in Batches
    • Appending Random Strings to a File in Real-Time
    • Correcting File Handling in Batch Processing
  • Unit 3: Introduction to Reading Data in Batches with TypeScript
    • Efficient CSV Data Handling in TypeScript
    • Streaming CSV Data Processing in TypeScript
    • Programmatically Generate Filenames for CSV Data Handling in TypeScript
    • Processing Experimental Data in TypeScript

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