Accelerating Python Code with Numba and CuPy for Machine Learning
The Machine Learning Engineer via YouTube
Overview
Learn how to accelerate Python code execution using GPU and compilation techniques with Numba and Cupy in this 21-minute video tutorial. Discover practical methods for optimizing machine learning algorithms and data processing tasks. Explore the implementation of Just-In-Time (JIT) compilation and GPU acceleration to significantly improve performance. Follow along with the provided Jupyter notebook to gain hands-on experience in applying these powerful optimization tools to your own projects.
Syllabus
Accelerate your code Numba and Cupy #machinelearning #python
Taught by
The Machine Learning Engineer