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Developing ETL pipeline using Azure, SSIS, Python ,SQL

I have to build an ETL pipeline of a data from a collaborating hospital data csv file.

Goal: Store the data in a cleaned and structured format into a database/file of choice. Write the code in Python or language of choice. Design a solution that can be scaled to TB of records.

Steps:

1. Make assumptions and justify them where things are unclear with comments in the code.

2. Write unit tests for all your functions.

3. Write data tests to ensure that the data is correct.

4. Remove Protected health information (PHI): Names, Addresses etc.

5. Clean data. Remove invalid values. Normalize it where reasonable.

6. Add a column that calculates the average of all three glucose measurement time points.

7. Add a column based on the average of all three glucose measurement time points that indicates whether it’s normal, prediabetes or diabetes.

8. Store data in a database or file format of choice.

Навыки: Python, Организация хранилищ данных, Управление базами данных, ETL, MySQL

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О работодателе:
( 2 отзыв(-а, -ов) ) DUBLIN, United States

ID проекта: #29444371

7 фрилансеров(-а) готовы выполнить эту работу в среднем за $120

SqlDevelopment

I can qualitatively design and develop required ETL using MS SQL Server because I am Senior MS SQL/BI Developer with more than 10 years of exceptional professional experience.

$130 USD за 3 дней(-я)
(30 отзывов(-а))
5.0
sreenivas2903

Hello i am expertise in sql queries and etl processing using ssis ping me if you are interested and give more information

$200 USD за 3 дней(-я)
(9 отзывов(-а))
4.0
JohnnyZhu

Hi. I will suggest to use excel Power Query for data retrieval from files and the manipulation. Please chat for more detail. Johnny

$200 USD за 7 дней(-я)
(1 отзыв)
2.8
TheCrucial

Hi, I'm interested in Data Science. I worked SparkSql. I can deliver in 5 days. Working in coordination is my priority. I hope you contact me. Best Regards.

$170 USD за 5 дней(-я)
(1 отзыв)
2.6
Aoppp4

PYTHON JAVA PHP CSS HTML WOOCOMMERCE WORDPRESS CYBERSECURITY I'm a Linux Professional with over 5+ years of verifiable experience in the Web Hosting industry, I'm in the ideal position to offer a wide variety of Linux Больше

$20 USD за 7 дней(-я)
(0 отзывов(-а))
0.0
iammridulgupta

Hello, I am an experienced ETL /BI developer with around 5 years of experience working in data analysis and ETL development for retail and e-commerce clients. Delivered more than 50 dashboards and ETL solutions using S Больше

$20 USD за 4 дней(-я)
(0 отзывов(-а))
0.0
Mikeayus

Hello, I am a Microsoft Certified Data Analyst and Business Intelligence Developer and Trainer with over 3 years experience building enterprise data warehouses, data analytics and business intelligence models, reports Больше

$100 USD за 7 дней(-я)
(0 отзывов(-а))
0.0