Skip to content
A4 civilengineering
  • Home
  • About Us
  • Education
  • Community
  • Thought
  • Ongoing Happenings
  • Contact Us
Menu Close

Blog

  1. Home>
  2. Edu Resource>
  3. Data science is a team sport: How to choose the right players
Data science is a team sport: How to choose the right players | ZDNet
Scaling data science requires more than just data scientists, said the experts in a panel hosted by MLOps firm Domino Data Lab

Building deep and ongoing data science capabilities isn’t an easy process: it takes the right people, processes and technology. Finding the right people for the right roles is an ongoing challenge, as employers and job seekers alike can attest.

“The people part is probably the least well-understood aspect of this entire equation,” John Thompson, global head of advanced analytics & AI at CSL Behring, said during a virtual panel discussion on Thursday.

As the head of analytics at one of the leading international biotechnology companies, Thompson oversees data science teams that tackle a wide range of initiatives. He and the experts in the virtual panel, hosted by MLOps firm Domino Data Lab, agreed that scaling data science requires more than just data scientists.

To kick off data science initiatives at CSL Behring, Thompson says he starts with a “skeleton team you need for a project to be successful.” That typically includes engineers, data scientists, a UI or UX data visualist and subject matter experts.

A successful data science team also needs a leader who can make sure projects stay focused on business objectives.

“If we’re saying data science is a team sport, you don’t just need all the players; you need a coach,” said Matt Aslett, research director for the data, AI& Analytics Channel at 451 Research.
Read More
www.zdnet.com

Read more articles

Previous PostML model optimization with ensemble learning, retraining
Next PostGoogle Offers Free Online Course on Machine Learning, Check Important Details

You Might Also Like

IIT Mandi Invents A Sensor-Based Road Monitoring System To Prevent Accidents

IIT Mandi Invents A Sensor-Based Road Monitoring System To Prevent Accidents

August 26, 2021
Can civil engg prof teach AI? Old hands pushed to teach new tech

Can civil engg prof teach AI? Old hands pushed to teach new tech

October 26, 2021
ML model optimization with ensemble learning, retraining

ML model optimization with ensemble learning, retraining

September 8, 2021

Archives

  • June 2025
  • May 2025
  • March 2022
  • February 2022
  • January 2022
  • December 2021
  • November 2021
  • October 2021
  • September 2021
  • August 2021
  • July 2021

Categories

  • 3D Printing
  • Air Quality
  • Architecture
  • Automation
  • BIM
  • Civil Software
  • Computer Vision
  • Constrcution Site
  • Digital Twin
  • Disaster
  • Earthquake
  • Edu Resource
  • Environmental
  • FreeCourse
  • Geotechnical Engineering
  • GIS
  • Industry News
  • Intelligent Transportation System
  • IOT
  • Market Analysis
  • Project Management
  • Remote Sensing
  • Sensors
  • Smart City
  • Smart Home
  • Smart Home/Building
  • Smart Materials
  • Structural Engineering
  • Structural Health Monitoring
  • Transportation
  • Uncategorized
  • Urban Planning

Recent Posts

  • How DJ Baruah Engineers And Architects Built A Firm On Belief And Vision
  • Train more civil engineers to solve our infrastructure crisis
  • East Kilbride engineering firm in management buyout
  • S. African youths hail Chinese tech training
  • Cloud Based Big Data Solution for Cancer Classification: Using Databricks on Large Scale Genomic Data
A4 civilengineering
©2021 Privacy policy
  • Home
  • About Us
  • Education
  • Community
  • Thought
  • Ongoing Happenings
  • Contact Us

Enjoying the contents?

Subscribe to our weekly newsletter