Daily Dose of Data Science

Daily Dose of Data Science

Share this post

Daily Dose of Data Science
Daily Dose of Data Science
🚀 A Single Line That Will Make Your Python Code Faster
Copy link
Facebook
Email
Notes
More

🚀 A Single Line That Will Make Your Python Code Faster

Avi Chawla's avatar
Avi Chawla
Jan 24, 2023
3

Share this post

Daily Dose of Data Science
Daily Dose of Data Science
🚀 A Single Line That Will Make Your Python Code Faster
Copy link
Facebook
Email
Notes
More
Share

If you are frustrated with Python's run-time, here's how a single line can make your code blazingly fast.

Numba is a just-in-time (JIT) compiler for Python. This means that it takes your existing python code and generates a fast machine code (at run-time).

Thus, post compilation, your code runs at native machine code speed. Numba works best on code that uses NumPy arrays and functions, and loops.

Get Started: Numba Guide.

Share this post on LinkedIn: Post Link.

Thanks for reading Daily Dose of Data Science! Subscribe for free to receive new posts and support my work.


Find the code for my tips here: GitHub.

I like to explore, experiment and write about data science concepts and tools. You can read my articles on Medium. Also, you can connect with me on LinkedIn.

Chandu Chowdary's avatar
Emre's avatar
3 Likes
3

Share this post

Daily Dose of Data Science
Daily Dose of Data Science
🚀 A Single Line That Will Make Your Python Code Faster
Copy link
Facebook
Email
Notes
More
Share

Discussion about this post

User's avatar
FREE Daily Dose of Data Science PDF
Collection of posts on core DS/ML topics.
Apr 20, 2023 â€¢ 
Avi Chawla
566

Share this post

Daily Dose of Data Science
Daily Dose of Data Science
FREE Daily Dose of Data Science PDF
Copy link
Facebook
Email
Notes
More
22
15 DS/ML Cheat Sheets
Single frame summaries of must-know DS/ML concepts and techniques.
Sep 22, 2024 â€¢ 
Avi Chawla
121

Share this post

Daily Dose of Data Science
Daily Dose of Data Science
15 DS/ML Cheat Sheets
Copy link
Facebook
Email
Notes
More
You Will NEVER Use Pandas’ Describe Method After Using These Two Libraries
Generate a comprehensive data summary in seconds.
Feb 6, 2024 â€¢ 
Avi Chawla
228

Share this post

Daily Dose of Data Science
Daily Dose of Data Science
You Will NEVER Use Pandas’ Describe Method After Using These Two Libraries
Copy link
Facebook
Email
Notes
More
14

Ready for more?

© 2025 Avi Chawla
Privacy ∙ Terms ∙ Collection notice
Start writingGet the app
Substack is the home for great culture

Share

Copy link
Facebook
Email
Notes
More

Create your profile

User's avatar

Only paid subscribers can comment on this post

Already a paid subscriber? Sign in

Check your email

For your security, we need to re-authenticate you.

Click the link we sent to , or click here to sign in.