Brief Introduction
Learn how to analyse Python programmes and identify performance barriers to help you work more efficiently.Course Summary
This course introduces students to Python programming for High Performance Computing (HPC) using a variety of techniques and tools. Students will learn how to optimize their code and make it run faster on HPC systems.Key Learning Points
- Learn how to write efficient Python code for HPC
- Optimize code for parallel execution on HPC systems
- Work with HPC tools and libraries to enhance performance
Job Positions & Salaries of people who have taken this course might have
- USA: $86,000 - $146,000
- India: ₹1,200,000 - ₹2,000,000
- Spain: €30,000 - €50,000
- USA: $86,000 - $146,000
- India: ₹1,200,000 - ₹2,000,000
- Spain: €30,000 - €50,000
- USA: $70,000 - $120,000
- India: ₹900,000 - ₹1,500,000
- Spain: €25,000 - €40,000
- USA: $86,000 - $146,000
- India: ₹1,200,000 - ₹2,000,000
- Spain: €30,000 - €50,000
- USA: $70,000 - $120,000
- India: ₹900,000 - ₹1,500,000
- Spain: €25,000 - €40,000
- USA: $70,000 - $150,000
- India: ₹800,000 - ₹2,000,000
- Spain: €20,000 - €60,000
Related Topics for further study
Learning Outcomes
- Develop efficient Python code for HPC systems
- Optimize code for parallel execution
- Work with HPC tools and libraries to enhance performance
Prerequisites or good to have knowledge before taking this course
- Basic Python programming knowledge
- Familiarity with HPC systems and tools
Course Difficulty Level
IntermediateCourse Format
- Online self-paced course
- Video lectures
- Interactive exercises and quizzes
Similar Courses
- Parallel Programming for Multicore and Cluster Systems
- HPC Applications
Related Education Paths
- Certificate in High Performance Computing
- Master of Science in High Performance Computing
- PhD in High Performance Computing
Notable People in This Field
- Dr. Satoshi Matsuoka
- Dr. Katherine Yelick
Related Books
Requirements
- The course is designed for Python programmers who want to speed up their codes. You should be familiar with the basics of the Python programming language.
Knowledge
- Performance challenges of Python programming languagePerformance analysis of Python programsEfficient numerical calculations with NumPyUsing compiled code with PythonInterfacing Python to libraries written in other programming languagesParallel programming with Python
Lean Six Sigma Green Belt Online Course (2020)
- 4.2
-
![]()
![]()
![]()
![]()
![]()
Prepare for CSSGB Certification-154 Lect/ 15 Hrs/Minitab/Download 108 Resources/LSS Case Study/Eng Subtitles ___________________________________ COURSE UPDATED IN 2020 Includes Subtitles in English...
Ultimate Rust Crash Course
- 4.6
-
![]()
![]()
![]()
![]()
![]()
Rust Programming Fundamentals Join Nathan Stocks for a fast-paced, entertaining, and curiously informative hands-on crash course in the Rust programming language....
Python for Beginners: Complete Python Programming
- 3.8
-
![]()
![]()
![]()
![]()
![]()
Python: Learn to code with Python programming language. Start coding in Python. Python Programming for Beginners. Python Pуthоn iѕ a high-level programming lаnguаgе....
AWS Certified Solutions Architect Professional SAP-C01 2021
- 4.7
-
![]()
![]()
![]()
![]()
![]()
Become an AWS Certified Solutions Architect Professional and confidently pass your exam - 100% NEW course for 2021 This course is for you if you:...
