Learn Python Training from the Best Tutors
Affordable fees 1-1 or Group class Flexible Timings Verified Tutors Search in
Asked by Deva Last Modified
Answer 
Harika V
"Fresh B.Tech Grad Turned Dynamic Educator with 1 Year of Multi-Subject Expertise"
To optimize the performance of a Python application, start by profiling to identify bottlenecks using tools like cProfile or Pyflame. Next, focus on code efficiency, optimizing critical sections, using built-in functions, and avoiding unnecessary loops or recursion. Choose efficient data structures, minimize memory consumption, and select the right algorithms. Leverage well-optimized external libraries, implement concurrency with multithreading or multiprocessing, and consider JIT compilation with tools like Numba. For performance-critical sections, use C extensions such as Cython or ctypes. Implement caching and tune garbage collection to reduce its impact. Lastly, periodically re-profile your code to ensure ongoing improvements, keeping in mind that optimization should be based on actual bottlenecks rather than premature optimization.
read lessRelated Questions
I am working in a nontechnical field and i want to switch this job and work in a technical field but I am not able to decide where to start. I want to learn, but what in Python?
Now ask question in any of the 1000+ Categories, and get Answers from Tutors and Trainers on UrbanPro.com
Ask a QuestionRelated Lessons
Recommended Articles
Top 5 reasons why you should learn Python
Python is one of the most popular programming languages in the world. It is general-purpose, object oriented, high-level programming language used in a number of programming fields. Python is a great programming language to learn as it will introduce you to the world of programming. If you are from the technical background...
Read full article >
What is Applications Engineering all about?
Applications engineering is a hot trend in the current IT market. An applications engineer is responsible for designing and application of technology products relating to various aspects of computing. To accomplish this, he/she has to work collaboratively with the company’s manufacturing, marketing, sales, and customer...
Read full article >
Learn Hadoop and Big Data
Hadoop is a framework which has been developed for organizing and analysing big chunks of data for a business. Suppose you have a file larger than your system’s storage capacity and you can’t store it. Hadoop helps in storing bigger files than what could be stored on one particular server. You can therefore store very,...
Read full article >
8 Hottest IT Careers of 2014!
Whether it was the Internet Era of 90s or the Big Data Era of today, Information Technology (IT) has given birth to several lucrative career options for many. Though there will not be a “significant" increase in demand for IT professionals in 2014 as compared to 2013, a “steady” demand for IT professionals is rest assured...
Read full article >
Looking for Python Training classes?
Learn from the Best Tutors on UrbanPro
Are you a Tutor or Training Institute?
Join UrbanPro Today to find students near youThe best tutors for Python Training Classes are on UrbanPro
The best Tutors for Python Training Classes are on UrbanPro
90
