How to make AI experts more productive?

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How to make AI experts more productive?

Profit Growing Innovator is working on open source solutions to make AI experts more productive. To make sure we focus on making you more productive, we have some simple questions to help us focus on the right solution.

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What tools are you using? *

Jupyter (Notebook or Lab)

Amazon Web Services (Sagemaker,...)

Google Cloud (Vertex,...)

Microsoft Azure (Cognitive Services,...)

Databricks / Apache Spark

Hugging Face

PyTorch

Tensorflow

MXNet

Other:

Required

What can be done to make you more productive?

Please score the below suggestions from 0 (not effective) to 10 (would make me super productive)

Having example code available to copy and paste?

Not effective

0

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4

5

6

7

8

9

10

Would make me super productive

Clear selection

Having production ready code available to reuse?

Not effective

0

1

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4

5

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7

8

9

10

Would make me super productive

Clear selection

Having pre-trained models available?

Not effective

0

1

2

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4

5

6

7

8

9

10

Would make me super productive

Clear selection

Better tooling for data cleaning and transformations?

Not effective

0

1

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4

5

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7

8

9

10

Would make me super productive

Clear selection

Having pre-labelled datasets available?

Not effective

0

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4

5

6

7

8

9

10

Would make me super productive

Clear selection

Having OpenAI ChatGPT/Google Bard write code for you?

Not effective

0

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3

4

5

6

7

8

9

10

Would make me super productive

Clear selection

If you answers 8 or more on any of the above questions, could you please provide more details on what would be most desirable?

Be able to abstract hardware, distributed training and other cloud infrastructure complexities?

Not effective

0

1

2

3

4

5

6

7

8

9

10

Would make me super productive

Clear selection

Integrations with code repositories, MLOps / DevOps solutions and other similar tools?

Not effective

0

1

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4

5

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7

8

9

10

Would make me super productive

Clear selection

Would you upload and sell your production-ready code, pre-trained models and pre-labelled datasets?

Yes if somebody pays for it.

No because I cannot [e.g. do not own the intellectual property rights, the data is sensitive,...].

Other:

Clear selection

Would you pay for production-ready code, pre-trained models or pre-labelled datasets?

Yes provided the price is reasonable.

No I would not pay for other's peoples code, models or datasets.

Other:

Clear selection

Is there another way we can make you more productive we haven't mentioned yet?

Many thanks for answering the questions. Very much appreciated.

If you are happy to participate in an early access programme and give feedback please provide your email below:

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