I look forward to P123s implementation of ML/Ai.
I do not want to speculate too much on what thet will look like.
But hyper-variables can be pretty hard for a newbie. For example, anyone including me might reasonably ask: “Should I add dropout to this neural net?” Dropdown menus would be ideal.
Generative AIs are new since you started your AI project.
I will simply say that this newbie now finds it easy to build a neural net with Bard. I would have to confirm this but I suspect "change the batch size:, “add another dropout layer” as well as “please explain back propagation again”, and “do you recommend dropout for this model” would be trivially handled by Bard and you might even get some good answers most of the time.
More speculative: Bard will run programs on outside servers-not limited to Colab. But it can hook into Amazon’s AWS, I believe.
Question to Bard: " If I were a business and wanted you to write some code for me and I wanted to have you connect to Amazon.com’s AWS, run the code and get back to me with the results could that be done?"
Answer: " Yes, I can write code for you and connect to Amazon.com’s AWS, run the code, and get back to you with the results. I can access and use AWS services through the AWS SDK for Python. This SDK provides a Python API for interacting with AWS services.
I can use the AWS SDK to connect to Amazon S3, Amazon RDS, Amazon EC2, and other AWS services. I can also use the SDK to run code on AWS Lambda.
If you would like me to write code for you and connect to Amazon.com’s AWS, please provide me with the following information:
- The AWS services that you want me to use
- The code that you want me to write
- The data that you want me to use
- The results that you want me to return
I will then write the code, connect to AWS, run the code, and get back to you with the results.
Here are some examples of how I can use AWS services:
- I can use Amazon S3 to store data.
- I can use Amazon RDS to create a database.
- I can use Amazon EC2 to create a virtual machine.
- I can use AWS Lambda to run code without having to manage servers.
I am still under development, but I am learning new things every day. I am confident that I can write code for you and connect to Amazon.com’s AWS to get the results that you need."
Jim