Hellow guys, Welcome to my website, and you are watching Learn to Use a CUDA GPU to Dramatically Speed Up Code In Python. and this vIdeo is uploaded by Pragmatic AI Labs at 2020-02-18T11:20:32-08:00. We are pramote this video only for entertainment and educational perpose only. So, I hop you like our website.
| Name | Learn to Use a CUDA GPU to Dramatically Speed Up Code In Python |
| Video Uploader | Video From Pragmatic AI Labs |
| Upload Date | This Video Uploaded At 18-02-2020 19:20:32 |
| Video Discription | I explain the ending of exponential computing power growth and the rise of application-specific hardware like GPUs and TPUs. Includes a demo of using the Numba library to run code on Nvidia GPUs orders of magnitude faster via just-in-time compilation and CUDA. 00:00 Start of Video 00:16 End of Moore's Law 01: 15 What is a TPU and ASIC 02:25 How a GPU works 03:05 Enabling GPU in Colab Notebook 04:16 Using Python Numba 05:40 Building Mandlebrots with and without GPU and Numba 07:49 CUDA Vectorize Functions 08:27 Copy Data to GPU Memory ✨I build courses: https://insight.paiml.com/bzf 📚LLMOps Specialization: https://insight.paiml.com/a8e 📚Introduction to Generative AI: https://insight.paiml.com/ee2 📚Operationalizing LLMs on Azure: https://insight.paiml.com/e2u 📚Databricks to Local LLMs: https://insight.paiml.com/i6k 📚Advanced Data Engineering: https://insight.paiml.com/uvi 📚Rust Programming Specialization: https://insight.paiml.com/qwh 📚Rust for DevOps: https://insight.paiml.com/x14 📚Rust LLMOps: https://insight.paiml.com/g3b 📚Rust Fundamentals: https://insight.paiml.com/qyt 📚Data Engineering with Rust: https://insight.paiml.com/zm1 📚Python and Rust with Linux Command Line Tools: https://insight.paiml.com/jot 📚Applied Python Data Engineering Specialization: https://insight.paiml.com/5r9 📚Data Visualization with Python: https://insight.paiml.com/y9p 📚Virtualization, Docker, and Kubernetes for Data Engineering: https://insight.paiml.com/xtp 📚Spark, Hadoop, and Snowflake for Data Engineering: https://insight.paiml.com/f6j 📚MLOps | Machine Learning Operations Specialization: https://insight.paiml.com/l5u 📚Python Essentials for MLOps: https://insight.paiml.com/uvm 📚DevOps, DataOps, MLOps: https://insight.paiml.com/ggi 📚MLOps Tools: MLflow and Hugging Face: https://insight.paiml.com/y2v 📚MLOps Platforms: Amazon SageMaker and Azure ML: https://insight.paiml.com/ymb 📚Python, Bash and SQL Essentials for Data Engineering Specialization: https://insight.paiml.com/2or 📚Linux and Bash for Data Engineering: https://insight.paiml.com/d31 📚Scripting with Python and SQL for Data Engineering: https://insight.paiml.com/n3b 📚Python and Pandas for Data Engineering: https://insight.paiml.com/nz7 📚Web Applications and Command-Line Tools for Data Engineering: https://insight.paiml.com/o86 📚Building Cloud Computing Solutions at Scale Specialization: https://insight.paiml.com/hrt 📚Cloud Computing Foundations: https://insight.paiml.com/zrb 📚Cloud Data Engineering: https://insight.paiml.com/75t 📚Cloud Machine Learning Engineering and MLOps: https://insight.paiml.com/jjh 📚Cloud Virtualization, Containers and APIs: https://insight.paiml.com/ce5 📝 Guided Projects: 📝Object-Oriented Programming in Python:https://insight.paiml.com/n4h 📝MySQL-for-Data-Engineering: https://insight.paiml.com/e1k 📝Python Generators: https://insight.paiml.com/i9l 📝Build a Static Website with Rust and Zola: https://insight.paiml.com/a2h 📝Building Rust AWS Lambda Microservices with Cargo Lambda: https://insight.paiml.com/8ed 📝Rust Secret Cipher CLI: https://insight.paiml.com/zzr |
| Category | Science & Technology |
| Tags | python | cuda | gpu | colab | jupyter | numba | asic | cloud4data | leanpub | noahgift | pragmaticai |
