2020-11-05T08:46:14Z
Miriam Tover - PeerSpot reviewer
Service Delivery Manager at PeerSpot (formerly IT Central Station)
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What needs improvement with IBM Watson Machine Learning?

Please share with the community what you think needs improvement with IBM Watson Machine Learning.

What are its weaknesses? What would you like to see changed in a future version?

3
PeerSpot user
3 Answers
SG
Software Engineer at a computer software company with 10,001+ employees
Real User
Top 10
2021-02-18T16:42:28Z
Feb 18, 2021

They should add more GPU processing power to improve performance, especially when dealing with large amounts of data.

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AH
Research Director, Network Security at a tech services company with 10,001+ employees
Real User
Top 10
2021-01-31T12:09:01Z
Jan 31, 2021

I haven't dealt with the solution as significantly in the last probably two or three years. That said, my last deeper dive into that was around the need for the product within the organization. I'm sure it's gotten better and better as the program has gotten better, however, early on, they relied heavily on building out these massive reference tables. That was a ton of the work that had to be done Honestly, I haven't seen any comparative report that has run the same data through two different artificial intelligence or machine learning capabilities to get something out of it. I would love to see that. The top three industries should go head to head to feed the same data and then get evaluated for accuracy. Something like that would be tremendously interesting. I don't know if something like that exists.

RichardXu - PeerSpot reviewer
Data Science Lead at a mining and metals company with 10,001+ employees
Real User
Top 5Leaderboard
2020-11-05T08:46:14Z
Nov 5, 2020

The solution needs to improve on its consumerization. They need to expand on it. Right now, they don't make it very easy. Scaling is limited in some use cases. They need to make it easier to expand in all aspects. Their service is a little bad sometimes.

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Related Questions
Miriam Tover - PeerSpot reviewer
Service Delivery Manager at PeerSpot (formerly IT Central Station)
Feb 18, 2021
How do you or your organization use this solution? Please share with us so that your peers can learn from your experiences. Thank you!
2 out of 3 answers
RichardXu - PeerSpot reviewer
Data Science Lead at a mining and metals company with 10,001+ employees
Nov 5, 2020
We primarily use the solution for data science purposes. We use it for the deep learning, machine learning, and classification of the data.
AH
Research Director, Network Security at a tech services company with 10,001+ employees
Jan 31, 2021
Most of the use cases have been around taking in a lot of human-created data by providers. For example, electronic medical records including the notes, the information, and the clinical aspect of care. What they're typically trying to do is adjust a lot of that type of information. Sometimes there is member feedback or member sentiment that's captured. The idea is to try to quickly assess and analyze that information and then prioritize it. The goal is to put the data in buckets for particular use around quality improvement and around identifying risks earlier, and things of that nature.
it_user434868 - PeerSpot reviewer
Senior Director of Delivery at a tech services company with 51-200 employees
Feb 18, 2021
Hi Everyone, What do you like most about IBM Watson Machine Learning? Thanks for sharing your thoughts with the community!
2 out of 3 answers
RichardXu - PeerSpot reviewer
Data Science Lead at a mining and metals company with 10,001+ employees
Nov 5, 2020
The solution is very valuable to our organization due to the fact that we can work on it as a workflow.
AH
Research Director, Network Security at a tech services company with 10,001+ employees
Jan 31, 2021
The most valuable aspect of the solution's the cost and human labor savings.
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