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Arm showcase notebook #346

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Arm showcase notebook #346

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f19d303
First version
jdesanto Oct 11, 2023
4633d1b
Added new sections
jdesanto Oct 11, 2023
66c6555
Updated with notebook run using installed ARM pack
jdesanto Oct 12, 2023
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Updated notebooke; updated readme and index
jdesanto Oct 17, 2023
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Merge branch 'main' of github.com:oracle-samples/oci-data-science-ai-…
jdesanto Oct 17, 2023
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Merge branch 'main' into arm_showcase_notebook
qiuosier Dec 14, 2023
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19 changes: 18 additions & 1 deletion notebook_examples/README.md
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Expand Up @@ -12,9 +12,10 @@ The ADS SDK can be downloaded from [PyPi](https://pypi.org/project/oracle-ads/),


## Topics
<img src="https://img.shields.io/badge/deploy model-8-brightgreen?style=for-the-badge&logo=pypi&logoColor=white"> <img src="https://img.shields.io/badge/register model-7-brightgreen?style=for-the-badge&logo=pypi&logoColor=white"> <img src="https://img.shields.io/badge/train model-7-brightgreen?style=for-the-badge&logo=pypi&logoColor=white"> <img src="https://img.shields.io/badge/automlx-5-brightgreen?style=for-the-badge&logo=pypi&logoColor=white"> <img src="https://img.shields.io/badge/data flow-4-brightgreen?style=for-the-badge&logo=pypi&logoColor=white"> <img src="https://img.shields.io/badge/pyspark-4-brightgreen?style=for-the-badge&logo=pypi&logoColor=white"> <img src="https://img.shields.io/badge/bds-3-brightgreen?style=for-the-badge&logo=pypi&logoColor=white"> <img src="https://img.shields.io/badge/oracle open data-3-brightgreen?style=for-the-badge&logo=pypi&logoColor=white"> <img src="https://img.shields.io/badge/scikit learn-2-brightgreen?style=for-the-badge&logo=pypi&logoColor=white"> <img src="https://img.shields.io/badge/big data service-2-brightgreen?style=for-the-badge&logo=pypi&logoColor=white"> <img src="https://img.shields.io/badge/nlp-2-brightgreen?style=for-the-badge&logo=pypi&logoColor=white"> <img src="https://img.shields.io/badge/autonomous database-2-brightgreen?style=for-the-badge&logo=pypi&logoColor=white"> <img src="https://img.shields.io/badge/language services-2-brightgreen?style=for-the-badge&logo=pypi&logoColor=white"> <img src="https://img.shields.io/badge/string manipulation-2-brightgreen?style=for-the-badge&logo=pypi&logoColor=white"> <img src="https://img.shields.io/badge/regex-2-brightgreen?style=for-the-badge&logo=pypi&logoColor=white"> <img src="https://img.shields.io/badge/regular expression-2-brightgreen?style=for-the-badge&logo=pypi&logoColor=white"> <img src="https://img.shields.io/badge/natural language processing-2-brightgreen?style=for-the-badge&logo=pypi&logoColor=white"> <img src="https://img.shields.io/badge/NLP-2-brightgreen?style=for-the-badge&logo=pypi&logoColor=white"> <img src="https://img.shields.io/badge/part of speech tagging-2-brightgreen?style=for-the-badge&logo=pypi&logoColor=white"> <img src="https://img.shields.io/badge/named entity recognition-2-brightgreen?style=for-the-badge&logo=pypi&logoColor=white"> <img src="https://img.shields.io/badge/sentiment analysis-2-brightgreen?style=for-the-badge&logo=pypi&logoColor=white"> <img src="https://img.shields.io/badge/custom plugins-2-brightgreen?style=for-the-badge&logo=pypi&logoColor=white"> <img src="https://img.shields.io/badge/data catalog metastore-2-brightgreen?style=for-the-badge&logo=pypi&logoColor=white"> <img src="https://img.shields.io/badge/xgboost-2-brightgreen?style=for-the-badge&logo=pypi&logoColor=white"> <img src="https://img.shields.io/badge/text classification-2-brightgreen?style=for-the-badge&logo=pypi&logoColor=white"> <img src="https://img.shields.io/badge/classification-2-brightgreen?style=for-the-badge&logo=pypi&logoColor=white"> <img src="https://img.shields.io/badge/regression-2-brightgreen?style=for-the-badge&logo=pypi&logoColor=white"> <img src="https://img.shields.io/badge/intel-1-brightgreen?style=for-the-badge&logo=pypi&logoColor=white"> <img src="https://img.shields.io/badge/intel extension-1-brightgreen?style=for-the-badge&logo=pypi&logoColor=white"> <img src="https://img.shields.io/badge/scikit learn-1-brightgreen?style=for-the-badge&logo=pypi&logoColor=white">
<img src="https://img.shields.io/badge/deploy model-7-brightgreen?style=for-the-badge&logo=pypi&logoColor=white"> <img src="https://img.shields.io/badge/register model-7-brightgreen?style=for-the-badge&logo=pypi&logoColor=white"> <img src="https://img.shields.io/badge/train model-7-brightgreen?style=for-the-badge&logo=pypi&logoColor=white"> <img src="https://img.shields.io/badge/automlx-5-brightgreen?style=for-the-badge&logo=pypi&logoColor=white"> <img src="https://img.shields.io/badge/data flow-4-brightgreen?style=for-the-badge&logo=pypi&logoColor=white"> <img src="https://img.shields.io/badge/pyspark-4-brightgreen?style=for-the-badge&logo=pypi&logoColor=white"> <img src="https://img.shields.io/badge/bds-3-brightgreen?style=for-the-badge&logo=pypi&logoColor=white"> <img src="https://img.shields.io/badge/oracle open data-3-brightgreen?style=for-the-badge&logo=pypi&logoColor=white"> <img src="https://img.shields.io/badge/scikit learn-2-brightgreen?style=for-the-badge&logo=pypi&logoColor=white"> <img src="https://img.shields.io/badge/big data service-2-brightgreen?style=for-the-badge&logo=pypi&logoColor=white"> <img src="https://img.shields.io/badge/nlp-2-brightgreen?style=for-the-badge&logo=pypi&logoColor=white"> <img src="https://img.shields.io/badge/autonomous database-2-brightgreen?style=for-the-badge&logo=pypi&logoColor=white"> <img src="https://img.shields.io/badge/language services-2-brightgreen?style=for-the-badge&logo=pypi&logoColor=white"> <img src="https://img.shields.io/badge/string manipulation-2-brightgreen?style=for-the-badge&logo=pypi&logoColor=white"> <img src="https://img.shields.io/badge/regex-2-brightgreen?style=for-the-badge&logo=pypi&logoColor=white"> <img src="https://img.shields.io/badge/regular expression-2-brightgreen?style=for-the-badge&logo=pypi&logoColor=white"> <img src="https://img.shields.io/badge/natural language processing-2-brightgreen?style=for-the-badge&logo=pypi&logoColor=white"> <img src="https://img.shields.io/badge/NLP-2-brightgreen?style=for-the-badge&logo=pypi&logoColor=white"> <img src="https://img.shields.io/badge/part of speech tagging-2-brightgreen?style=for-the-badge&logo=pypi&logoColor=white"> <img src="https://img.shields.io/badge/named entity recognition-2-brightgreen?style=for-the-badge&logo=pypi&logoColor=white"> <img src="https://img.shields.io/badge/sentiment analysis-2-brightgreen?style=for-the-badge&logo=pypi&logoColor=white"> <img src="https://img.shields.io/badge/custom plugins-2-brightgreen?style=for-the-badge&logo=pypi&logoColor=white"> <img src="https://img.shields.io/badge/data catalog metastore-2-brightgreen?style=for-the-badge&logo=pypi&logoColor=white"> <img src="https://img.shields.io/badge/xgboost-2-brightgreen?style=for-the-badge&logo=pypi&logoColor=white"> <img src="https://img.shields.io/badge/text classification-2-brightgreen?style=for-the-badge&logo=pypi&logoColor=white"> <img src="https://img.shields.io/badge/classification-2-brightgreen?style=for-the-badge&logo=pypi&logoColor=white"> <img src="https://img.shields.io/badge/regression-2-brightgreen?style=for-the-badge&logo=pypi&logoColor=white"> <img src="https://img.shields.io/badge/intel-1-brightgreen?style=for-the-badge&logo=pypi&logoColor=white"> <img src="https://img.shields.io/badge/intel extension-1-brightgreen?style=for-the-badge&logo=pypi&logoColor=white"> <img src="https://img.shields.io/badge/scikit learn-1-brightgreen?style=for-the-badge&logo=pypi&logoColor=white">

## Contents
- [ARM Showcase Notebook](#arm_showcase_notebook.ipynb)
- [Audi Autonomous Driving Dataset Repository](#audi-autonomous_driving-oracle_open_data.ipynb)
- [Bank Graph Example Notebook](#graph_insight-autonomous_database.ipynb)
- [Building a Forecaster using AutoMLx](#automlx-forecasting.ipynb)
Expand Down Expand Up @@ -59,6 +60,22 @@ The ADS SDK can be downloaded from [PyPi](https://pypi.org/project/oracle-ads/),


## Notebooks
### <a name="arm_showcase_notebook.ipynb"></a> - ARM Showcase Notebook

<sub>Updated: 10/12/2023</sub>
#### [`arm_showcase_notebook.ipynb`](arm_showcase_notebook.ipynb)


A notebook showcasing using the ARM conda pack

This notebook was developed on the conda pack with slug: `armtest_p38_cpu_aarch64_v1`


`arm` `showcase`

<sub>Universal Permissive License v 1.0</sup>

---
### <a name="automlx-anomaly_detection.ipynb"></a> - Building and Explaining an Anomaly Detector using AutoMLx - Experimental

<sub>Updated: 05/29/2023</sub>
Expand Down
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