John Tucker – Medium

John Tucker

Amazon SageMaker AI (JupyterLab) Revisited (Part 2)

Ended up using AWS Glue Interactive Code Notebooks to prepare the data.

1d ago

Amazon SageMaker AI (JupyterLab) Revisited (Part 2)

1d ago

Amazon SageMaker AI (JupyterLab) Revisited (Part 1)

Exploring tools for working with large datasets.

4d ago

Amazon SageMaker AI (JupyterLab) Revisited (Part 1)

4d ago

Amazon Bedrock Knowledge Bases by Example

A simplified example of building a Retrieval Augmented Generation (RAG) workflow in AWS.

Apr 4

Amazon Bedrock Knowledge Bases by Example

Apr 4

Amazon Bedrock by Example

Here we learn Amazon Bedrock concepts using Amazon Bedrock Playground.

Mar 30

Amazon Bedrock by Example

Mar 30

Amazon PartyRock by Example

While deceptively simple, one can learn a bit about AWS generative AI APIs using Amazon PartyRock.

Mar 28

Amazon PartyRock by Example

Mar 28

Keras by Example (Part 6)

Working through a model using an embedding.

Mar 23

Keras by Example (Part 6)

Mar 23

Keras by Example (Part 5)

Finally getting to the “hello world” of machine learning; using the MNIST dataset.

Mar 21

Keras by Example (Part 5)

Mar 21

Keras by Example (Part 4)

Getting to our first neural network example.

Mar 19

Keras by Example (Part 4)

Mar 19

Keras by Example (Part 3)

Working through a two feature classification problem.

Mar 16

Keras by Example (Part 3)

Mar 16

Keras by Example (Part 2)

Moving onto a logistical regression (and thus classification) example.

Mar 15

Keras by Example (Part 2)

Mar 15

John Tucker

John Tucker

Broad infrastructure, development, and soft-skill background

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