Pinned Repositories
azureml-mlops-example-scenarios
Prescriptive MLOps scenarios for building, deploying and monitoring machine learning models with Azure Machine Learning.
sgouda0412's Repositories
sgouda0412/airflow-handson
apache airflow handson
sgouda0412/airflow-ml
sgouda0412/airflow_dags
sgouda0412/airflow_sample_code
sgouda0412/airflow_schiphol_flights
Airflow example periodically ingesting schiphol Flights API data, processing it, and sending insights via email
sgouda0412/airline-customer-segmentation
Unsupervised clustering based on LRFMC Model to identify the customer segmentation in aviation company, analyze characteristics of different clusters and suggest business strategy to customer categories of different values.
sgouda0412/AWS-Snowflake-Pipeline-using-Kinesis-and-Airflow
I ingest data using kinesis firehose and send to s3 then move the proceesed data to snowflake .I automate the process with airflow
sgouda0412/basic-mlops
Repo to describe basic mlops setup
sgouda0412/book-recommendation
An end-to-end data science project involving exploratory data analysis, machine learning modeling and web app deployment of book recommendation system.
sgouda0412/core-python
Examples of Effective Python, Python Tutorial and Python Standard Library
sgouda0412/corise-airflow
Repo containing course material for Airflow Corise course
sgouda0412/covid-in-EU-case-updated-data-pipeline
In this project, I create a ETL batch data pipeline on google cloud platform by using Dataflow and Composer.
sgouda0412/Covid19-tracking
Data pipline for loading covid19 data into data warehouse using AWS S3, AWS Redshift, AWS EC2, Spark, Airflow
sgouda0412/Dags
Dag files for Apache Airflow
sgouda0412/data-pipeline-python
Implementation of simple Data Pipeline using Python. This repo is used as demo in my workshop at DE-Kita Whatsapp Group
sgouda0412/ETL-Pipeline-using-Airflow
ETL pipeline to extract data from AWS S3 and transform it and load it to AWS Redshift
sgouda0412/fastapi-observability
Observe FastAPI app with three pillars of observability: Traces (Tempo), Metrics (Prometheus), Logs (Loki) on Grafana through OpenTelemetry and OpenMetrics.
sgouda0412/gcp-utils
sgouda0412/kaggle-survey-2022
This repository contains the source code for data pre-processing and visulization on the responses of a Kaggle survey. It has been developed as a part of Data Science for Engineers (DSE) Assignment for Semester 5, B.Tech. Computer Science and Engineering (Academic Year: 2022-23).
sgouda0412/Machine-Learning
This is about machine learning projects
sgouda0412/ml-airflow-aws
sgouda0412/ML-on-Snowflake
snowflake is one of the leading data platforms out there. In this article, we will explore the capabilities of its' snowpark python library.
sgouda0412/mysql_gcp
using airflow to extract data from mysql transform and load into bigquery
sgouda0412/orvp
7th place submission for Optiver Realized Volatility Prediction competition on Kaggle
sgouda0412/ParallelProgramming
Repository for Parallel Programming course given by Assoc. Prof. Dr. Bora Canbula at Computer Engineering Department of Manisa Celal Bayar University.
sgouda0412/Pokemon-DWH
My final project on Airflow, Snowflake and DWH architecture for Quantori DE School'2022
sgouda0412/Prescriber-ETL-data-pipeline
An End-to-End ETL data pipeline that leverages pyspark parallel processing to process about 25 million rows of data coming from a SaaS application using Apache Airflow as an orchestration tool and various data warehouse technologies and finally using Apache Superset to connect to DWH for generating BI dashboards for weekly reports
sgouda0412/python-sample
sgouda0412/Python_Airflow_Snowflake_Trigger
Use Airflow to trigger Snowflake
sgouda0412/starthinker
Reference framework for building data workflows provided by Google. Accelerates authentication, logging, scheduling, and deployment of solutions using GCP. To borrow a tagline.. "The framework for professionals with deadlines."