https://github.com/c17hawke/aiops-project-dvc-nlp-usecase

AIOps-project-DVC-NLP-usecase
https://github.com/c17hawke/aiops-project-dvc-nlp-usecase

aiops cml dvc dvc-pipeline mlops python

Last synced: 3 months ago
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AIOps-project-DVC-NLP-usecase

• Host: GitHub
• URL: https://github.com/c17hawke/aiops-project-dvc-nlp-usecase
• Owner: c17hawke
• License: mit
• Created: 2021-11-14T20:43:31.000Z (over 3 years ago)
• Default Branch: main
• Last Pushed: 2022-03-20T23:24:46.000Z (almost 3 years ago)
• Last Synced: 2024-10-17T12:28:04.748Z (4 months ago)
• Topics: aiops, cml, dvc, dvc-pipeline, mlops, python
• Language: HTML
• Homepage:
• Size: 158 KB
• Stars: 5
• Watchers: 2
• Forks: 8
• Open Issues: 1
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        


![AIOps-project-DVC-NLP-usecase](https://socialify.git.ci/c17hawke/AIOps-project-DVC-NLP-usecase/image?forks=1&issues=1&language=1&name=1&owner=1&pattern=Circuit%20Board&pulls=1&stargazers=1&theme=Dark)

* data is available at - [this googele drive link](https://drive.google.com/file/d/13A0RtvZZanHXKZNbz5JKwjjO2FedNQCR/view?usp=sharing)

## Important References - 

* [Bag of Words- Krish Naik](https://youtu.be/D2V1okCEsiE)

* [TF-IDF- Krish Naik](https://youtu.be/D2V1okCEsiE)

* [DVC studio home page](https://studio.iterative.ai/)

## STEPS -

### STEP 01- Create a repository by using template repository

### STEP 02- Clone the new repository

### STEP 03- Create a conda environment after opening the repository in VSCODE

```bash

conda create --prefix ./env python=3.7 -y

```

```bash

conda activate ./env

```

OR

```bash

source activate ./env

```

### STEP 04- install the requirements

```bash

pip install -r requirements.txt

```

### STEP 05- initialize the dvc project

```bash

dvc init

```

### STEP 06- commit and push the changes to the remote repository