YoVDO

Accelerating Python Code with Numba and CuPy for Machine Learning

Offered By: The Machine Learning Engineer via YouTube

Tags

Numba Courses Machine Learning Courses Python Courses CUDA Courses Scientific Computing Courses Parallel Computing Courses GPU Acceleration Courses

Course Description

Overview

Save Big on Coursera Plus. 7,000+ courses at $160 off. Limited Time Only!
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

Related Courses

Faster pandas
LinkedIn Learning Faster Python Code
LinkedIn Learning Tools for High Performance Python - Ian Ozsvald - ODSC Europe 2019
Open Data Science via YouTube RAPIDS - The Platform Inside and Outside - Joshua Patterson - ODSC East 2019
Open Data Science via YouTube Making Pandas Fly
EuroPython Conference via YouTube