Categorize 3 fields using AWS Sagemaker - standardization
Budget: €250 – €750 EUR
We are looking for a data scientist or machine learning expert to help us categorize data from an Excel spreadsheet using AWS SageMaker.
The input data consists of small text strings (max 2-5 words) that need to be standardized into three fields:
country > Standard Country
industry > Standard Industry
company > Standard Company
role > Standard Role
The successful candidate will be responsible for developing and implementing an algorithm or machine learning model using AWS SageMaker to categorize the data accurately. The model should take into account the context of the input data and make accurate predictions based on keywords and phrases.
Requirements:
Experience with AWS SageMaker and its built-in algorithms
Experience in data preprocessing and data cleaning
Experience in developing classification models for text data
Strong communication skills and ability to work independently
Deliverables:
Python script that preprocesses and standardizes the input data
Machine learning model that accurately categorizes the input data into industry, role, and company fields using AWS SageMaker
Detailed documentation explaining the methodology and steps taken to develop the model
End-To-End solution the sys must return an xls with standardize data
The input data consists of small text strings (max 2-5 words) that need to be standardized into three fields:
country > Standard Country
industry > Standard Industry
company > Standard Company
role > Standard Role
The successful candidate will be responsible for developing and implementing an algorithm or machine learning model using AWS SageMaker to categorize the data accurately. The model should take into account the context of the input data and make accurate predictions based on keywords and phrases.
Requirements:
Experience with AWS SageMaker and its built-in algorithms
Experience in data preprocessing and data cleaning
Experience in developing classification models for text data
Strong communication skills and ability to work independently
Deliverables:
Python script that preprocesses and standardizes the input data
Machine learning model that accurately categorizes the input data into industry, role, and company fields using AWS SageMaker
Detailed documentation explaining the methodology and steps taken to develop the model
End-To-End solution the sys must return an xls with standardize data