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Видео ютуба по тегу Cudf And Big Data
RAPIDS cuDF Accelerates pandas up to 30x on an 8GB Text Dataset
Accelerating Pandas with NVIDIA's cuDF: Basic Statistical Analysis and Data Cleaning (Ep. 06)
Mastering Data Manipulation with CUDA Accelerated Pandas with cuDF - Hands on Guide (Ep. 04)
Exploring Big Data with cuDF Pandas: A Step-by-Step Guide Using GPU Acceleration (Ep. 03)
Accelerate Your Pandas Data Analysis with RAPIDS cuDF: Using Pandas 500x Faster! (Episode 02)
How to Think about Big Data in Python (cuDF Ep. 01)
Boosting Polars Performance with RAPIDS cuDF: Running Polars on a GPU for Large Datasets
Polars (but FASTER!) - Using Nvidia cuDF with Polars for INSANE speeds!
NVIDIA RAPIDS cuDF Pandas - Large Data Preprocessing with cuDF pandas accelerator mode
RAPIDS cuDF 24.08: Seamless large-scale data processing with Unified Memory - no code changes needed
Boost pandas Performance by Up to 50x with RAPIDS cuDF on Google Colab with Live Demo
Nvidia CUDA in 100 Seconds
Reading CSV, Parquet, and ORC with cuDF, Dask_cuDF, Pandas | Performance Benchmarking
Exploring cuDF - Running Data Analysis on GPU
18x speed up with NVIDIA’s cuDF pandas accelerator! Short tutorial with NFL’s Big Data Bowl Kaggle
Python Dataframe Benchmarks! cuDF vs Polars vs Pandas
Pandas In Accelerated Mode-Use Pandas With GPU With Nvidia Rapids Cudf Library
working on large data files (2GB) in Python (cuDF)
Accelerated DataFrame with Dask-cuDF on multiple GPUs
Getting Started with cuDF - GPU DataFrame Library (RAPIDS)
Nvidia Rapids Dask CUDA Dataframes - 22x faster than Pandas!
"cuDF: RAPIDS GPU-Accelerated Dataframe Library" - Mark Harris (PyCon AU 2019)
Supercharging Analytics with GPUs: OmniSci/cuDF vs Postgres/Pandas/PDAL - Masood Krohy
Accelerating Machine Learning Workloads and Apache Spark Applications via CUDA and NCCLRichard Whitc
cuDF, cuML & RAPIDS: GPU Accelerated Data Science with Paul Mahler - TWiML Talk #254
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