Subscribe to DSC Newsletter
Dmitry Petrov
  • Male
  • San Francisco Bay Area, CA
  • United States
Share on Facebook
Share

Dmitry Petrov's Friends

  • Christopher    N

Gifts Received

Gift

Dmitry Petrov has not received any gifts yet

Give a Gift

 

Dmitry Petrov's Page

Latest Activity

Dmitry Petrov liked Marija Zoldin's blog post Best practices of orchestrating Python and R code in ML projects
Nov 11
Dmitry Petrov replied to David P. Jurist's discussion What home computer platform do you recommend for a data science practitioner?
"As far as I know - there is no way to use CUDA on Mac Book Pro properly. I personally, did not buy the GPU version of Mac Book Pro for this reason. But it was 2 years ago - I don't know much about new Mac laptops."
Oct 23

Profile Information

Short Bio
Data Scientist. Created http://dataversioncontrol.com . Ex-Data Scientist @Microsoft. Ex-Researcher. PhD in CS. Blogger at http://fullstackml.com
My Web Site Or LinkedIn Profile
http://fullstackml.com
Field of Expertise
Analytics, Big Data, Data Science
Professional Status
Other
Years of Experience:
10
Your Job Title:
Data Scientist
Interests:
Finding a new position, Networking, New venture, Other

Dmitry Petrov's Blog

Data Version Control: iterative machine learning

Posted on May 14, 2017 at 9:00pm 0 Comments

It is hardly possible in real life to develop a good machine learning model in a single pass. ML modeling is an iterative process and it is extremely important to keep track of your steps, dependencies between the steps, dependencies between your code and data files and all code running arguments. This becomes even more important and complicated in a team environment where data scientists’ collaboration takes a serious amount of the team’s…

Continue

Comment Wall

You need to be a member of Data Science Central to add comments!

Join Data Science Central

  • No comments yet!
 
 
 

Follow Us

Videos

  • Add Videos
  • View All

Resources

© 2017   Data Science Central   Powered by

Badges  |  Report an Issue  |  Privacy Policy  |  Terms of Service