Do you use a Data Cleaning Checklist or just go through the motion to get it ready?
Here are a few questions you should ask to make sure your data is ready and reliable:
🔹Is my data unbiased?
🔹Is my Data up-to-date?
🔹Are there missing values, and what are the causes?
🔹Are there erroneous values?
🔹For each field (input or target), does my data have the same unit?
🔹For each field (input or target), is the meaning of my data consistent?
🔹Is the same value recorded in the same way everywhere?
🔹Are there any duplicates?
🔹Are all sources of noise removed from my data?
🔹Have I identified and removed sources of data leakage?
🔹Are there any obvious outliers?
Any other questions I should ask?
Shout out to Robin, CEO of Itelnet for providing a service that makes data consistent and reliable, giving data scientists 80% of their time back so they can focus on creating value for their business.
Company Details
- Employees
- 9
- Founded
- -
- Address
- 7, 7 Bell Yard,london,england Wc2a 2jr,united Kingdom
- Industry
- It Services And It Consulting
- NAICS
-
Computer Systems Design and Related ServicesOther Computer Related Services
- Website
- https://itelenet.uk/
- HQ
- 7 Bell Yard, London, England
I Telenet Engineering Solution Questions
I Telenet Engineering Solution's website is https://itelenet.uk/
I Telenet Engineering Solution's LinkedIn profile is https://uk.linkedin.com/company/itelenet-engineering-solution
I Telenet Engineering Solution has
9 employees.
View email and phone details for 9
employees at I Telenet Engineering Solution.
I Telenet Engineering Solution's industry is
IT Services and IT Consulting
I Telenet Engineering Solution's top competitors are
Itelnet,
Searce Inc,
Crescent Commercial Stationery Ltd,
Workflow Solutions (Uk),
Britain Tech Ltd,
Annaizu,
Ecommerce Supply Chain,
Cybrid,
Itelent,
Seabound.
I Telenet Engineering Solution's categories are IT Services and IT Consulting
I Telenet Engineering Solution's founding year is 2013
