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