I need a micro-service written that will do text classification using Python and spaCy and is hosted on Google Cloud using Cloud Functions
I have a labeled data stored in a csv file. The csv file contains two columns: 1. the text and [login to view URL] classification. Because my application is written in Google App Engine (java), I need two Google Cloud Functions which can do two thing. The first "training" function should accept the csv file, train a model, and put the model on google storage. The second "classification" function should accept the message body and provide the classification. This second function should try and use the latest model, but please don't download the model for every query/prediction because it will slow down the code and cost a lot of money.
Please make sure your code is EXTREMELY well documented. The developers who need to maintain it are NOT python developers. RUNTIME IS VERY IMPORTANT. Please optimize for speed! I also need detailed installation instructions.
Sorry, AWS is not an option.
14 freelancers are bidding on average $162 for this job
I am a google certified data engineer and i have worked on similar problems before you can check my linked in profile for more information. Linkedin - [login to view URL]