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Condition monitoring - Initial additions to align with the format #61

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Condition monitoring - Initial additions to align with the format #61

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94c8b4c
Modularized the code, edited readme & Added requirements.txt file
Mar 13, 2023
797e94b
Merge branch 'data-describe:master' into condition-monitoring
arivperumal19 Mar 13, 2023
da9b792
Adding more matlab files for EDA and improved jupyter notebook
Mar 14, 2023
8abfe91
Updated jupyter notebook with functions and added more data for EDA
Mar 14, 2023
32d78bd
Adding more EDA to the jupyter notebook
Mar 17, 2023
7946f29
Added images for readme.md
Mar 19, 2023
e2fdebf
Added images to readme.md
arivperumal19 Mar 19, 2023
14549ab
Update readme.md
arsalsyed24 Mar 20, 2023
4db5e8f
Update readme.md
arsalsyed24 Mar 20, 2023
ec6c71a
Started with feature Engineering
Mar 21, 2023
21be6bb
Started Feature Engineering
Mar 21, 2023
71d74d4
Adding Operating Conditions and Damage realted info
Mar 24, 2023
00da4f7
Feature Engineering and Initial classification model
Mar 28, 2023
242ab19
Feature Engineering and Modeling
Arivarasu19 Mar 30, 2023
112420e
Added Vibrations Analysis
Arivarasu19 Apr 3, 2023
ac18820
Merge branch 'data-describe:master' into condition-monitoring
arivperumal19 Apr 3, 2023
de0f06c
Added more Features to the model
Arivarasu19 Apr 4, 2023
26cc8c0
Merge branch 'data-describe:master' into condition-monitoring
arivperumal19 Apr 4, 2023
df2820b
Added more Feature Engineering and improved modeling
Arivarasu19 Apr 6, 2023
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2 changes: 1 addition & 1 deletion README.md
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Expand Up @@ -15,7 +15,7 @@ They all use [data⎰describe](https://github.com/data-describe/data-describe) o
| 203 | Black Friday | Recommending product categories with multi-class categorization in AI Platform with custom prediction routines, custom hyperparameter tuning | Data Scientists, Data Engineers |
| 302 | Cellular Imaging | Recursion Cellular Image Classification with AI-Platform with TF2, TPU, and advanced Engineering | Data Scientists, Data Engineers, HCLS |
| 401 | NASA IOT Signal processing | Processing Streaming data with signal windowing and live prediction using AI Platform and GCP | MLOps, Advanced Data Scientists |
| | Bearing Condition Monitoring | Analyzing the Vibrations and Motor current of Bearings to predict Remaining Useful LifeCycle (RUL) using Vertex AI | Data Scientist, Data Engineers |
| 402 | Bearing Condition Monitoring | Analyzing the Vibrations and Motor current of Bearings to predict Remaining Useful LifeCycle (RUL) using Vertex AI | Data Scientist, Data Engineers |

## install instructions

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