Accelerate Data Analysis with RAPIDS cuDF - Using Pandas on GPU - Episode 2

Accelerate Data Analysis with RAPIDS cuDF - Using Pandas on GPU - Episode 2

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09:43 Installing and Using cuDF

8 of 9

8 of 9

09:43 Installing and Using cuDF

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Accelerate Data Analysis with RAPIDS cuDF - Using Pandas on GPU - Episode 2

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  1. 1 00:00 Introduction to Faster Pandas
  2. 2 00:23 Understanding Scalability Solutions
  3. 3 01:03 The Limitations of Pandas
  4. 4 03:10 Alternatives to Pandas: Dask and Polars
  5. 5 04:14 Introducing cuDF and GPU Acceleration
  6. 6 05:00 Real-World Speed Test: CPU vs GPU
  7. 7 07:57 Setting Up Your Workstation
  8. 8 09:43 Installing and Using cuDF
  9. 9 11:58 Conclusion and Next Steps

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