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Update Feature_and_Progress_Tracking.md #322

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13 changes: 11 additions & 2 deletions documentation/T1_2024/DataScience_AI_Stream/Feature_and_Progress_Tracking.md
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| Name of Feature/Model/Contribution | Description | Completed Date | Expected Completed Data | New Feature for Product Owner Review ? | To be Completed Next Trimester ? | Added by |
|-------------------|-------------|--------------|-----------------|---------------|--------------|----------------|
| EXAMPLE: Transaction Classification | insert specific details | __/__/__ | __/__/__ | No | Can expand .... feature | student name |
|-------------------|-------------|--------------|-----------------|---------------|--------------|----------------
|
| LSTM Transaction Classification | LSTM Neural network used to classify transactions. | 23/05/2024 | 23/05/2024 | Yes | Back end squad to work with AI squad to incorporate into backend. | Nick & Sam |
| | | | | | |
| BERT Transaction Classification | Transfer learning was used to build a STOA NLP model to classify transactions. | 23/05/2024 | 23/05/2024 | Yes | Back end squad to work with AI squad to incorporate into backend. | Nick Lane |
| | | | | | |
| Fraudulent Transactions Classification | Monitors the bank transactions and uses the user data to determine if a transaction is fraudulent | 23/05/2024 | 23/05/2024 | Yes | Back end squad to work with AI squad to incorporate into backend. | Nick Lane |
| | | | | | |
| GAN Data Generation | GAN to develop transaction descriptions to further train the BERT model. | 23/05/2024 | 23/05/2024 | Yes | Wouldn't recommend continuing to develop. | Nick Lane |
| | | | | | |