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1. Mlops_project Mlops_project Public

   An end to end ML project. Using MLflow for experiment tracking and model registry. Prefect for workflow orchestration. S3 for artifacts storage. AWS Lambda/ ECR for serverless model serving. AWS RE…

   Jupyter Notebook 12 2

2. batch_gh_archive batch_gh_archive Public

   Data Engineering Project with Terraform, Spark, AWS, Docker, Airflow and other tools

   Python 8 6

3. mlops_with_kubeflow mlops_with_kubeflow Public

   Hands-on labs on deploying machine learning models with tf-serving and KServe

   Jupyter Notebook 5 2

4. Extract-Transform-Machine-Learning Extract-Transform-Machine-Learning Public

   Machine Learning Engineering Project from idea to deployment.

   Python 1

5. llms-for-search-retrieval llms-for-search-retrieval Public

   Implement search and retrieval with Large Language Models

   Jupyter Notebook

6. Time_Series_Forecasting_Study Time_Series_Forecasting_Study Public

   A repository with notebooks to help understand time series forecasting, with projects to practise.

   Jupyter Notebook