Distributed GPU Data Processing with Dask+cuDF
Scaling GPU data pipelines across multiple GPUs.
NVIDIA CUDA Python Expert
GPU-Accelerated AI
A showcase of high-performance computing—unlocking the full potential of NVIDIA GPUs on the CUDA platform.
Real-Time Video Frame Processing
Applying filters to video streams using CUDA Python.
Matrix Multiplication Benchmark
Benchmarking matrix multiplication (CPU vs. GPU).
Large-Scale Genomics Data Processing
Accelerate DNA sequence alignment or variant calling.
GPU-Accelerated Sentiment Analysis
Using GPU for NLP preprocessing and inference.
GPU-Accelerated Image Blurring
Applying a Gaussian blur to images using cuPy or Numba.
Custom CUDA Kernel for Convolutional Neural Nets
Writing custom kernels for CNN layers in Python.
GPU-Based K-Means Clustering
Implementing and benchmarking K-Means on GPU.
Vector Addition on GPU
Comparing CPU and GPU performance for vector addition.
Art of the Possible With AI