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Practicing DatScy

Practicing DatScy
in
Towards Dev

WebApp Organization: JavaScript vs. React.js

Recently I found some great online course for web development at scrimba.com [1]. The JavaScript class showed several web applications for…

7 min readMay 15, 2024

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WebApp Organization: JavaScript vs. React.js

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Practicing DatScy

Git commands that work!

Using Git by command line can be frustrating sometimes. Depending on the editor used or computer setup (ie: SSH or the git config file)…

11 min readMay 13, 2024

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Git commands that work!

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Practicing DatScy

OpenAI Assistant: REST API usage

The OpenAI Assistant is a useful, low-cost tool to power a Web App to perform AI model analysis with attachments/files. The OpenAI general…

8 min readMay 8, 2024

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OpenAI Assistant: REST API usage

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Practicing DatScy
in
Towards Dev

Deploy a JupyterLite Notebook from GitHub Pages

As I am developing more web applications with Pyodide and JavaScript, I discovered that one can run their very own Jupyter Notebook powered…

4 min readMay 3, 2024

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Deploy a JupyterLite Notebook from GitHub Pages

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Practicing DatScy

Dashboard organizational framework 🧩

For the last 5+ years dashboards have been extremely popular and varied. Dashboards focused on:

6 min readApr 26, 2024

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Dashboard organizational framework 🧩

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Practicing DatScy
in
Towards Dev

Building applications with OpenAI Audio-to-Text

I am in the process of creating a chatbot using audio transcribed data. The Whisper OpenAI model is known for its accuracy in transcribing…

5 min readApr 16, 2024

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Practicing DatScy
in
Towards Dev

GitHub REST API usage: encrypt/decrypt files to use with a webapp

There are many ways to save/update private information to a file or database, such that the information can verify user access and/or store…

3 min readApr 5, 2024

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GitHub REST API usage: encrypt/decrypt files to use with a webapp

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Practicing DatScy

Tensorflow Custom Training using Distribute Srategy w/ tensorflow_models

I found that many of the Tensorflow text tutorials had a few bugs or did not function at all due to software incompatibility issues. For…

5 min readMar 29, 2024

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Tensorflow Custom Training using Distribute Srategy w/ tensorflow_models

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Practicing DatScy

How to use the Tensorflow TPU on Kaggle

I first used the TPU on Kaggle when I participated in the Petals to the Metal competition a few years ago [1]. When I first participated, I…

4 min readMar 28, 2024

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How to use the Tensorflow TPU on Kaggle

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Practicing DatScy

Fine Tune a BERT model w/ Tensorflow

There are two different ways to use pre-trained models in Tensorflow: tensorflow hub (via Kaggle) and the tensorflow_models library. In…

7 min readMar 22, 2024

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Fine Tune a BERT model w/ Tensorflow

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Practicing DatScy

Practicing DatScy

Practicing coding, Data Science, and research ideas. Blog brand: Use logic in a clam space, like a forest, and use reliable Data Science workflows!

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