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John Tucker
John Tucker

5.2K followers

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vCluster by Example (Part 1)

Learning about virtual clusters (vCluster instances) through concrete examination.

7h ago
vCluster by Example (Part 1)
vCluster by Example (Part 1)
7h ago

Amazon SageMaker AI (JupyterLab) Revisited Again

Automating the fetch, clean, and prepare steps of a machine learning workflow.

Apr 23
Amazon SageMaker AI (JupyterLab) Revisited Again
Amazon SageMaker AI (JupyterLab) Revisited Again
Apr 23

Amazon SageMaker AI (JupyterLab) Revisited (Part 2)

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

Apr 18
Amazon SageMaker AI (JupyterLab) Revisited (Part 2)
Amazon SageMaker AI (JupyterLab) Revisited (Part 2)
Apr 18

Amazon SageMaker AI (JupyterLab) Revisited (Part 1)

Exploring tools for working with large datasets.

Apr 15
Amazon SageMaker AI (JupyterLab) Revisited (Part 1)
Amazon SageMaker AI (JupyterLab) Revisited (Part 1)
Apr 15

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
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
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
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)
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)
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)
Keras by Example (Part 4)
Mar 19
John Tucker

John Tucker

5.2K followers

Broad infrastructure, development, and soft-skill background

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