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Data

5 learners

Large Data Handling Techniques in R

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

See path

4 lessons

15 practices

1 hour

Big Data Processing

Lessons and practices

Lesson 1: Managing Data from Compressed Datasets in R

Unveiling File Names in Zips

Accessing and Reading Compressed Data

Extract Top Cosmic Objects from Data

Unzipping Secrets of JSON Data

Unlocking Book Author Names

Lesson 2: Writing and Reading Large R Matrices

Enhanced Data Storage Techniques

Enhance Your R Matrix Skills

Save Large Data in R

Lesson 3: Writing Data in Batches

Fix the Batch Writing Bug

Write Data to CSV in Batches

Writing in Batches with Real-Time Logging

Lesson 4: Reading Data in Batches from Multiple CSV Files

Discover the Most Affordable Car

Streamline CSV Data Processing

Dynamically Handling Multiple CSV Files

Mastering Data in ZIP Archives

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